Semantic_Segmentation

2021-05-17 Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation Suman Saha, Anton Obukhov, Danda Pani Paudel, Menelaos Kanakis, Yuhua Chen, Stamatios Georgoulis, Luc Van Gool arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose Relation Prediction PDF
2021-05-17 Multi-modal Visual Place Recognition in Dynamics-Invariant Perception Space Lin Wu, Teng Wang, Changyin Sun arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Pose Deep_Learning Matching PDF
2021-05-16 MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation Abhishek Srivastava, Debesh Jha, Sukalpa Chanda, Umapada Pal, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Sharib Ali, Pål Halvorsen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Medical CNN PDF
2021-05-15 Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos Lei Sun, Jia Wang, Kailun Yang, Kaikai Wu, Xiangdong Zhou, Kaiwei Wang, Jian Bai arXiv_CV arXiv_CV Segmentation Scene_Parsing Semantic_Segmentation Pose Drone Inference PDF
2021-05-14 Attentional Prototype Inference for Few-Shot Semantic Segmentation Haoliang Sun, Xiankai Lu, Haochen Wang, Yilong Yin, Xiantong Zhen, Cees G. M. Snoek, Ling Shao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Pose Few-Shot Attention Inference PDF
2021-05-13 3D Spatial Recognition without Spatially Labeled 3D Zhongzheng Ren, Ishan Misra, Alexander G. Schwing, Rohit Girdhar arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition Point_Cloud 3D Detection Object_Detection Prediction PDF
2021-05-13 Superevents: Towards Native Semantic Segmentation for Event-based Cameras Weng Fei Low, Ankit Sonthalia, Zhi Gao, André van Schaik, Bharath Ramesh arXiv_AI arXiv_AI Segmentation Tracking Semantic_Segmentation Sparse Quantitative Deep_Learning CNN PDF
2021-05-12 Segmenter: Transformer for Semantic Segmentation Robin Strudel, Ricardo Garcia, Ivan Laptev, Cordelia Schmid arXiv_AI arXiv_AI Transformer Segmentation Embedding Semantic_Segmentation Classification Image_Classification PDF
2021-05-12 Object-Based Augmentation Improves Quality of Remote SensingSemantic Segmentation Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan Oseledets arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Pose Detection Object_Detection CNN Prediction PDF
2021-05-12 A Large-Scale Benchmark for Food Image Segmentation Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C.H. Hoi, Qianru Sun arXiv_CV arXiv_CV Image_Caption Transformer Segmentation Semantic_Segmentation Knowledge Pose PDF
2021-05-11 Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation Shuang Li, Binhui Xie, Bin Zang, Chi Harold Liu, Xinjing Cheng, Ruigang Yang, Guoren Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Self-Supervised Prediction PDF
2021-05-10 Self-Supervised Learning with Swin Transformers Zhenda Xie, Yutong Lin, Zhuliang Yao, Zheng Zhang, Qi Dai, Yue Cao, Han Hu arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Self-Supervised Pose Detection Object_Detection Prediction PDF
2021-05-10 Weakly supervised pan-cancer segmentation tool Marvin Lerousseau, Marion Classe, Enzo Battistella, Théo Estienne, Théophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Pose Quantitative PDF
2021-05-10 PillarSegNet: Pillar-based Semantic Grid Map Estimation using Sparse LiDAR Data Juncong Fei, Kunyu Peng, Philipp Heidenreich, Frank Bieder, Christoph Stiller arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Sparse Pose PDF
2021-05-10 An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery Xuan Yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, Bing Zhang, Baipeng Li, Pan Chen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Face Classification Deep_Learning Attention CNN PDF
2021-05-10 Deep feature selection-and-fusion for RGB-D semantic segmentation Yuejiao Su, Yuan Yuan, Zhiyu Jiang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2021-05-09 Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior Kaihao Zhang, Wenhan Luo, Yanjiang Yu, Wenqi Ren, Fang Zhao, Changsheng Li, Lin Ma, Wei Liu, Hongdong Li arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2021-05-07 Video Class Agnostic Segmentation with Contrastive Learningfor Autonomous Driving Mennatullah Siam, Alex Kendall, Martin Jagersand arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Contrastive_Learning Autonomous PDF
2021-05-07 More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation Shuang Wang, Dong Zhao, Yi Li, Chi Zhang, Yuwei Guo, Qi Zang, Biao Hou, Licheng Jiao arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Adversarial Pose PDF
2021-05-07 An Intelligent Passive Food Intake Assessment System with Egocentric Cameras Frank Po Wen Lo, Modou L Jobarteh, Yingnan Sun, Jianing Qiu, Shuo Jiang, Gary Frost, Benny Lo arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Deep_Learning GAN Prediction PDF
2021-05-05 Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud Pose Classification Relation Attention Image_Classification PDF
2021-05-05 Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation Robert A. Marsden, Alexander Bartler, Mario Döbler, Bin Yang arXiv_AI arXiv_AI Segmentation Unsupervised Semantic_Segmentation Knowledge Adversarial Pose Contrastive_Learning CNN PDF
2021-05-05 Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors Przemyslaw Polewski, Jacquelyn Shelton, Wei Yao, Marco Heurich arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Pose Deep_Learning Detection Contour CNN PDF
2021-05-05 Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation Puzuo Wang, Wei Yao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Weakly_Supervised Sparse Pose Prediction PDF
2021-05-05 RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition Pose Face Face_Recognition CNN Inference PDF
2021-04-30 Improved Real-Time Monocular SLAM Using Semantic Segmentation on Selective Frames Jinkyu Lee, Muhyun Back, Sung Soo Hwang, Il Yong Chun arXiv_CV arXiv_CV Segmentation Tracking Semantic_Segmentation 3D Pose SLAM Deep_Learning Autonomous PDF
2021-04-30 Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov, Stefan Roth arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Style_Transfer Adversarial Self-Supervised Pose Prediction PDF
2021-04-30 Reproducibility of 'FDA: Fourier Domain Adaptation forSemantic Segmentation Arnesh Kumar Issar, Kirtan Mali, Aryan Mehta, Karan Uppal, Saurabh Mishra, Debashish Chakravarty arXiv_CV arXiv_CV Segmentation Semantic_Segmentation PDF
2021-04-29 AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge Xiaoyu Wen, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention PDF
2021-04-29 Crack Semantic Segmentation using the U-Net with Full Attention Strategy Fangzheng Lin, Jiesheng Yang, Jiangpeng Shu, Raimar J. Scherer arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Detection Attention PDF
2021-04-29 Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Self-Supervised CNN PDF
2021-04-29 Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation Chen-Hao Chao, Bo-Wun Cheng, Chun-Yi Lee arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose Quantitative PDF
2021-04-28 DeepSatData: Building large scale datasets of satellite images for training machine learning models Michail Tarasiou, Stefanos Zafeiriou arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Face Classification PDF
2021-04-28 Point Cloud Learning with Transformer Xian-Feng Han, Yu-Jia Kuang, Guo-Qiang Xiao arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Point_Cloud 3D Represenation_Learning Action Classification PDF
2021-04-28 Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang, Dengxin Dai, Lukas Hoyer, Olga Fink, Luc Van Gool arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Self-Supervised Pose Relation Prediction PDF
2021-04-27 Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso, Alberto Sabater, David Ferstl, Luis Montesano, Ana C. Murillo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Pose Contrastive_Learning Classification PDF
2021-04-27 ACDC: The Adverse Conditions Dataset with Correspondences for Semantic Driving Scene Understanding Christos Sakaridis, Dengxin Dai, Luc Van Gool arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose PDF
2021-04-27 Rethinking BiSeNet For Real-time Semantic Segmentation Mingyuan Fan, Shenqi Lai, Junshi Huang, Xiaoming Wei, Zhenhua Chai, Junfeng Luo, Xiaolin Wei arXiv_CV arXiv_CV Image_Caption Segmentation Semantic_Segmentation Pose Classification Image_Classification Inference PDF
2021-04-26 Green View Index Analysis and Optimal Green View Index Path Based on Street View and Deep Learning Anqi Hu, Jiahao Zhang, Hiroyuki Kaga arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Deep_Learning PDF
2021-04-26 Three-Dimensional Embedded Attentive RNN Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping Mengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D RNN Pose Deep_Learning Relation Attention PDF
2021-04-25 Transformer Meets DCFAM: A Novel Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images Libo Wang, Rui Li, Chenxi Duan, Shenghui Fang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Attention CNN Prediction PDF
2021-04-23 UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, Jose Garcia-Rodriguez, Markus Vincze arXiv_AI arXiv_AI Segmentation Semantic_Segmentation 3D Pose Deep_Learning Detection Object_Detection PDF
2021-04-22 Pri3D: Can 3D Priors Help 2D Representation Learning? Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, Matthias Nießner arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Represenation_Learning Pose Contrastive_Learning Detection Object_Detection PDF
2021-04-22 Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation Ryuhei Hamaguchi, Yasutaka Furukawa, Masaki Onishi, Ken Sakurada arXiv_CV arXiv_CV Image_Caption Segmentation Semantic_Segmentation Salient Pose Action Detection Object_Detection CNN PDF
2021-04-22 An End-to-End Computer Vision Methodology for Quantitative Metallography Matan Rusanovsky, Ofer Beeri, Sigalit Ifergane, Gal Oren arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Inpainting Quantitative Detection PDF
2021-04-22 NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy Debesh Jha, Nikhil Kumar Tomar, Sharib Ali, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Thomas de Lange, Pål Halvorsen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning PDF
2021-04-22 Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning Weizhe Liu, David Ferstl, Samuel Schulter, Lukas Zebedin, Pascal Fua, Christian Leistner arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Adversarial Contrastive_Learning PDF
2021-04-22 Semi-Supervised Segmentation of Concrete Aggregate Using Consensus Regularisation and Prior Guidance Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose PDF
2021-04-22 DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu, Zhenyao Wu, Hao Guo, Lili Ju, Song Wang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Adversarial Pose Autonomous Prediction PDF
2021-04-21 BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving Sambit Mohapatra, Senthil Yogamani, Heinrich Gotzig, Stefan Milz, Patrick Mader arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Classification Detection Object_Detection Autonomous Prediction PDF
2021-04-21 A Closer Look at Self-training for Zero-Label Semantic Segmentation Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Pose Deep_Learning PDF
2021-04-21 Visual Analysis Motivated Rate-Distortion Model for Image Coding Zhimeng Huang, Chuanmin Jia, Shanshe Wang, Siwei Ma arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection Image_Classification PDF
2021-04-20 Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress from Aerial Imagery Saba Dadsetan, David Pichler, David Wilson, Naira Hovakimyan, Jennifer Hobbs arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Detection Attention CNN PDF
2021-04-20 Semantic Segmentation by Improved Generative Adversarial Networks ZengShun Zhaoa (1), Yulong Wang (1), Ke Liu (1), Haoran Yang (1), Qian Sun (1), Heng Qiao (2) ((1) Shandong University of Science and Technology,(2) University of Florida) arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Action GAN CNN PDF
2021-04-20 CTNet: Context-based Tandem Network for Semantic Segmentation Zechao Li, Yanpeng Sun, Jinhui Tang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Relation PDF
2021-04-19 Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hueger, Tim Wirtz arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Action Relation Autonomous Prediction PDF
2021-04-19 SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes Jiacheng Chen, Bin-Bin Gao, Zongqing Lu, Jing-Hao Xue, Chengjie Wang, Qingmin Liao arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Classification Few-Shot Inference Matching PDF
2021-04-18 Towards Open-World Text-Guided Face Image Generation and Manipulation Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Sketch Pose Face GAN Language_Model PDF
2021-04-18 Gaussian Dynamic Convolution for Efficient Single-Image Segmentation Xin Sun, Changrui Chen, Xiaorui Wang, Junyu Dong, Huiyu Zhou, Sheng Chen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN PDF
2021-04-16 A De-raining semantic segmentation network for real-time foreground segmentation Fanyi Wang, Yihui Zhang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention PDF
2021-04-16 SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network Mingmei Cheng, Le Hui, Jin Xie, Jian Yang arXiv_CV arXiv_CV Segmentation Embedding Unsupervised Semantic_Segmentation Point_Cloud 3D Pose Attention PDF
2021-04-15 Street-Map Based Validation of Semantic Segmentation in Autonomous Driving Laura von Rueden, Tim Wirtz, Fabian Hueger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Knowledge Pose Quantitative Autonomous PDF
2021-04-15 A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation Jianlong Yuan, Yifan Liu, Chunhua Shen, Zhibin Wang, Hao Li arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Image_Classification PDF
2021-04-15 Learning structure-aware semantic segmentation with image-level supervision Jiawei Liu, Jing Zhang, Yicong Hong, Nick Barnes arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Boundary_Detection Detection Prediction PDF
2021-04-14 Adaptive Intermediate Representations for Video Understanding Juhana Kangaspunta, AJ Piergiovanni, Rico Jonschkowski, Michael Ryoo, Anelia Angelova arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Video_Caption Pose Optical_Flow Inference PDF
2021-04-14 SVS-net: A Novel Semantic Segmentation Network in Optical Coherence Tomography Angiography Images Yih-Cherng Lee, Ling Yeung arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Quantitative Attention PDF
2021-04-14 Image Manipulation Detection by Multi-View Multi-Scale Supervision Xinru Chen, Chengbo Dong, Jiaqi Ji, Juan Cao, Xirong Li arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Detection PDF
2021-04-13 DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Face GAN PDF
2021-04-13 Machine-learned 3D Building Vectorization from Satellite Imagery Yi Wang, Stefano Zorzi, Ksenia Bittner arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation 3D Adversarial Pose Face GAN PDF
2021-04-13 Single Image Depth Estimation: An Overview Alican Mertan, Damien Jade Duff, Gozde Unal arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Review Face Deep_Learning CNN PDF
2021-04-13 Lite-HRNet: A Lightweight High-Resolution Network Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, Jingdong Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose_Estimation Pose PDF
2021-04-13 All you need are a few pixels: semantic segmentation with PixelPick Gyungin Shin, Weidi Xie, Samuel Albanie arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Sparse Pose PDF
2021-04-12 Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler arXiv_AI arXiv_AI Segmentation Embedding Semantic_Segmentation Optimization Adversarial Pose Face GAN Medical PDF
2021-04-12 Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations Mobarakol Islam, Ben Glocker arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Prediction PDF
2021-04-12 Door Delivery of Packages using Drones Shyam Sundar Kannan, Byung-Cheol Min arXiv_RO arXiv_RO Segmentation Semantic_Segmentation Pose Deep_Learning Drone Autonomous PDF
2021-04-12 An MRF-UNet Product of Experts for Image Segmentation Mikael Brudfors, Yaël Balbastre, John Ashburner, Geraint Rees, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Pose CNN PDF
2021-04-12 Predicting Pedestrian Crossing Intention with Feature Fusion and Spatio-Temporal Attention Dongfang Yang, Haolin Zhang, Ekim Yurtsever, Keith Redmill, Ümit Özgüner arXiv_CV arXiv_CV Segmentation Semantic_Segmentation RNN Pose Action Attention Prediction PDF
2021-04-12 Dual Discriminator Adversarial Distillation for Data-free Model Compression Haoran Zhao, Xin Sun, Junyu Dong, Hui Yu, Huiyu Zhou arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Adversarial Pose Classification PDF
2021-04-12 Improving Online Performance Prediction for Semantic Segmentation Marvin Klingner, Andreas Bär, Marcel Mross, Tim Fingscheidt arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Autonomous Inference Prediction PDF
2021-04-11 SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds with 1000x Fewer Labels Qingyong Hu, Bo Yang, Guangchi Fang, Yulan Guo, Ales Leonardis, Niki Trigoni, Andrew Markham arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Point_Cloud 3D Pose PDF
2021-04-10 Estimation of BMI from Facial Images using Semantic Segmentation based Region-Aware Pooling Nadeem Yousaf, Sarfaraz Hussein, Waqas Sultani arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Face CNN Prediction PDF
2021-04-09 RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes Jiongchao Jin, Arezou Fatemi, Wallace Lira, Fenggen Yu, Biao Leng, Rui Ma, Ali Mahdavi-Amiri, Hao Zhang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Autonomous PDF
2021-04-09 Bootstrapping Semantic Segmentation with Regional Contrast Shikun Liu, Shuaifeng Zhi, Edward Johns, Andrew J. Davison arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Sparse Contrastive_Learning PDF
2021-04-09 Context-self contrastive pretraining for crop type semantic segmentation Michail Tarasiou, Riza Alp Guler, Stefanos Zafeiriou arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Super_Resolution 3D Knowledge Pose Contrastive_Learning Classification PDF
2021-04-08 Re-designing cities with conditional adversarial networks Mohamed R. Ibrahim, James Haworth, Nicola Christie arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Facial_Landmark Adversarial Attention PDF
2021-04-08 A Bayesian Approach to Reinforcement Learning of Vision-Based Vehicular Control Zahra Gharaee, Karl Holmquist, Linbo He, Michael Felsberg arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Reinforcement_Learning Autonomous PDF
2021-04-08 Progressive Semantic Segmentation Chuong Huynh, Anh Tran, Khoa Luu, Minh Hoai arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Medical PDF
2021-04-08 BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation Mo Zhang, Fei Yu, Jie Zhao, Li Zhang, Quanzheng Li arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Enhancement Pose Detection Object_Detection Denoising Medical PDF
2021-04-08 Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images Wenqiang Li, YM Tang, Ziyang Wang, KM Yu, Sandy To arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Pose Deep_Learning Attention Medical CNN PDF
2021-04-07 Streaming Self-Training via Domain-Agnostic Unlabeled Images Zhiqiu Lin, Deva Ramanan, Aayush Bansal arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition OCR Knowledge Face Classification Medical Image_Classification PDF
2021-04-07 Few-Shot Meta-Learning on Point Cloud for Semantic Segmentation Xudong Li, Li Feng, Lei Li, Chen Wang arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Point_Cloud 3D Pose Few-Shot Autonomous PDF
2021-04-06 InverseForm: A Loss Function for Structured Boundary-Aware Segmentation Shubhankar Borse, Ying Wang, Yizhe Zhang, Fatih Porikli arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Quantitative PDF
2021-04-06 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Optimization Regularization Pose CNN Autonomous PDF
2021-04-06 DCANet: Dense Context-Aware Network for Semantic Segmentation Yifu Liu, Chenfeng Xu, Xinyu Jin arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Relation PDF
2021-04-06 Weakly supervised segmentation with cross-modality equivariant constraints Gaurav Patel, Jose Dolz arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Pose Prediction PDF
2021-04-06 One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation Zhengzhe Liu, Xiaojuan Qi, Chi-Wing Fu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Weakly_Supervised Sparse Pose Relation PDF
2021-04-05 Robust Trust Region for Weakly Supervised Segmentation Dmitrii Marin, Yuri Boykov arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Gradient_Descent Weakly_Supervised Optimization Pose Action Deep_Learning PDF
2021-04-05 Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images Cheng Xue, Lei Zhu, Huazhu Fu, Xiaowei Hu, Xiaomeng Li, Hai Zhang, Pheng Ann Heng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Boundary_Detection Detection Medical CNN PDF
2021-04-05 Hierarchical Pyramid Representations for Semantic Segmentation Hiroaki Aizawa, Yukihiro Domae, Kunihito Kato arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Relation PDF
2021-04-04 Hypercorrelation Squeeze for Few-Shot Segmentation Juhong Min, Dahyun Kang, Minsu Cho arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Relation Few-Shot CNN PDF
2021-04-03 Towards Real-time Semantic RGB-D SLAM in Dynamic Environments Tete Ji, Chen Wang, Lihua Xie arXiv_RO arXiv_RO Segmentation Tracking Semantic_Segmentation Knowledge Pose SLAM Deep_Learning PDF
2021-04-02 Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy Soumya Gupta, Sharib Ali, Louise Goldsmith, Ben Turney, Jens Rittscher arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Quantitative Attention Prediction PDF
2021-04-02 A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery Aatif Jiwani, Shubhrakanti Ganguly, Chao Ding, Nan Zhou, David M. Chan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud Pose Action Deep_Learning Prediction PDF
2021-04-02 LiftPool: Bidirectional ConvNet Pooling Jiaojiao Zhao, Cees G.M. Snoek arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification CNN Image_Classification PDF
2021-04-02 Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation Youngmin Oh, Beomjun Kim, Bumsub Ham arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention CNN PDF
2021-04-02 Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation Zilong Huang, Wentian Hao, Xinggang Wang, Mingyuan Tao, Jianqiang Huang, Wenyu Liu, Xian-Sheng Hua arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN PDF
2021-04-02 Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation Alessandra Lumini, Loris Nanni, Gianluca Maguolo arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Detection Medical CNN Autonomous PDF
2021-04-01 Confidence Adaptive Anytime Pixel-Level Recognition Zhuang Liu, Trevor Darrell, Evan Shelhamer arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Pose_Estimation Pose Classification Image_Classification Inference Prediction PDF
2021-04-01 Linear Semantics in Generative Adversarial Networks Jianjin Xu, Changxi Zheng arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Adversarial Pose Few-Shot GAN PDF
2021-03-31 State-of-the-art segmentation network fooled to segment a heart symbol in chest X-Ray images Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Contour Medical Prediction PDF
2021-03-31 Classification of Hematoma: Joint Learning of Semantic Segmentation and Classification Hokuto Hirano, Tsuyoshi Okita arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Relation Prediction PDF
2021-03-31 The GIST and RIST of Iterative Self-Training for Semi-Supervised Segmentation Eu Wern Teh, Terrance DeVries, Brendan Duke, Ruowei Jiang, Parham Aarabi, Graham W. Taylor arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2021-03-31 Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks Shun-Yi Pan, Cheng-You Lu, Shih-Po Lee, Wen-Hsiao Peng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose CNN PDF
2021-03-31 Evaluation of Multimodal Semantic Segmentation using RGB-D Data Jiesi Hu, Ganning Zhao, Suya You, C. C. Jay Kuo arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition Pose Detection PDF
2021-03-30 Geometric Unsupervised Domain Adaptation for Semantic Segmentation Vitor Guizilini, Jie Li, Rares Ambrus, Adrien Gaidon arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Adversarial Self-Supervised Pose Prediction PDF
2021-03-30 Exploiting Invariance in Training Deep Neural Networks Chengxi Ye, Xiong Zhou, Tristan McKinney, Yanfeng Liu, Qinggang Zhou, Fedor Zhdanov arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Gradient_Descent Pose Classification Detection Object_Detection Image_Classification PDF
2021-03-30 Physics-based Differentiable Depth Sensor Simulation Benjamin Planche, Rajat Vikram Singh arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition 3D Optimization Pose_Estimation Knowledge Pose Classification Matching PDF
2021-03-30 Source-Free Domain Adaptation for Semantic Segmentation Yuang Liu, Wei Zhang, Jun Wang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Optimization Knowledge Self-Supervised Pose CNN PDF
2021-03-30 Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition Pose Classification Detection Object_Detection Image_Classification PDF
2021-03-30 Multi-View Radar Semantic Segmentation Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection Autonomous PDF
2021-03-30 PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering Jang Hyun Cho, Utkarsh Mall, Kavita Bala, Bharath Hariharan arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose PDF
2021-03-29 Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis Melanie Schellenberg, Janek Gröhl, Kris Dreher, Niklas Holzwarth, Minu D. Tizabi, Alexander Seitel, Lena Maier-Hein arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Quantitative Deep_Learning GAN Medical PDF
2021-03-29 Get away from Style: Category-Guided Domain Adaptation for Semantic Segmentation Yantian Luo, Zhiming Wang, Danlan Huang, Ning Ge, Jianhua Lu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Self-Supervised Pose Face Action PDF
2021-03-28 Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks Siddharth Srivastava, Gaurav Sharma arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Classification PDF
2021-03-28 Noise Injection-based Regularization for Point Cloud Processing Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Regularization Pose Classification PDF
2021-03-27 Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future Teofilo E. Zosa arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Deep_Learning Medical PDF
2021-03-27 Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation Zixiang Zhou, Yang Zhang, Hassan Foroosh arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud Adversarial Pose Detection Inference PDF
2021-03-27 Instance segmentation with the number of clusters incorporated in embedding learning Jianfeng Cao, Hong Yan arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Optimization Pose CNN PDF
2021-03-26 Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation Yazhou Yao, Tao Chen, Guosen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Salient Pose Classification Relation PDF
2021-03-26 Bidirectional Projection Network for Cross Dimension Scene Understanding Wenbo Hu, Hengshuang Zhao, Li Jiang, Jiaya Jia, Tien-Tsin Wong arXiv_CV arXiv_CV Image_Caption Segmentation Semantic_Segmentation Recognition Point_Cloud 3D Pose Quantitative PDF
2021-03-26 Input-Output Balanced Framework for Long-tailed LiDAR Semantic Segmentation Peishan Cong, Xinge Zhu, Yuexin Ma arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Autonomous PDF
2021-03-26 Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation Rumeng Yi, Yaping Huang, Qingji Guan, Mengyang Pu, Runsheng Zhang arXiv_CV arXiv_CV Segmentation Semi_Supervised Semantic_Segmentation Pose Detection Relation Attention PDF
2021-03-25 Tilted Cross Entropy : Promoting Fairness in Semantic Segmentation Attila Szabo, Hadi Jamali-Rad, Siva-Datta Mannava arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Quantitative PDF
2021-03-25 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection Attention Image_Classification Prediction PDF
2021-03-25 StyleLess layer: Improving robustness for real-world driving Julien Rebut, Andrei Bursuc, Patrick Pérez arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Detection Autonomous PDF
2021-03-25 Evidential fully convolutional network for semantic segmentation Zheng Tong, Philippe Xu, Thierry Denœux arXiv_AI arXiv_AI Segmentation Scene_Parsing Semantic_Segmentation Pose Classification CNN PDF
2021-03-24 DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation Seunghun Lee, Sunghyun Cho, Sunghoon Im arXiv_CV arXiv_CV Image_Caption Segmentation Unsupervised Semantic_Segmentation Pose Classification PDF
2021-03-24 Diverse Branch Block: Building a Convolution as an Inception-like Unit Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection CNN Image_Classification Inference PDF
2021-03-24 Vision Transformers for Dense Prediction René Ranftl, Alexey Bochkovskiy, Vladlen Koltun arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation CNN Prediction PDF
2021-03-24 Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink, Jasper Uijlings, Alina Kuznetsova, Michael Gygli, Vittorio Ferrari arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Knowledge Classification Detection Object_Detection Image_Classification Autonomous Recommendation PDF
2021-03-24 A Fine-Grained Dataset and its Efficient Semantic Segmentation for Unstructured Driving Scenarios Kai A. Metzger, Peter Mortimer, Hans-Joachim Wuensche arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Face Autonomous Prediction PDF
2021-03-24 MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation Guangwei Gao, Guoan Xu, Yi Yu, Jin Xie, Jian Yang, Dong Yue arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Attention Drone Autonomous Inference PDF
2021-03-24 Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization Haoyu Ma, Xiangru Lin, Zifeng Wu, Yizhou Yu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Self-Supervised Pose PDF
2021-03-24 MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Jiaxing Huang, Dayan Guan, Shijian Lu, Aoran Xiao arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Adversarial Relation PDF
2021-03-23 OFFSEG: A Semantic Segmentation Framework For Off-Road Driving Kasi Viswanath, Kartikeya Singh, Peng Jiang, Sujit P.B., Srikanth Saripalli arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Pose Deep_Learning PDF
2021-03-23 Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning Shiyu Tang, Peijun Tang, Yanxiang Gong, Zheng Ma, Mei Xie arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose Contrastive_Learning PDF
2021-03-23 Dilated SpineNet for Semantic Segmentation Abdullah Rashwan, Xianzhi Du, Xiaoqi Yin, Jing Li arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Detection PDF
2021-03-22 CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation Ange Lou, Murray Loew arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Autonomous Inference PDF
2021-03-22 TICaM: A Time-of-flight In-car Cabin Monitoring Dataset Jigyasa Singh Katrolia, Bruno Mirbach, Ahmed El-Sherif, Hartmut Feld, Jason Rambach, Didier Stricker arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Action Detection Object_Detection Activity PDF
2021-03-21 MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation Zachary Seymour, Kowshik Thopalli, Niluthpol Mithun, Han-Pang Chiu, Supun Samarasekera, Rakesh Kumar arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Reinforcement_Learning Pose Attention Autonomous PDF
2021-03-21 Cross-Dataset Collaborative Learning for Semantic Segmentation Li Wang, Dong Li, Yousong Zhu, Lu Tian, Yi Shan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Pose PDF
2021-03-20 A Novel Upsampling and Context Convolution for Image Semantic Segmentation Khwaja Monib Sediqi, Hyo Jong Lee arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Quantitative Classification CNN Autonomous Prediction PDF
2021-03-19 Bootstrapped Self-Supervised Training with Monocular Video for Semantic Segmentation and Depth Estimation Yihao Zhang, John J. Leonard arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Self-Supervised Autonomous PDF
2021-03-19 Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mennatullah Siam, Alex Kendall, Martin Jagersand arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Autonomous PDF
2021-03-18 Generic Perceptual Loss for Modeling Structured Output Dependencies Yifan Liu, Hao Chen, Yu Chen, Wei Yin, Chunhua Shen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Style_Transfer Super_Resolution Prediction PDF
2021-03-18 UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh, Dong Yang, Holger Roth, Daguang Xu arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation 3D Pose Medical CNN Prediction PDF
2021-03-18 3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding arXiv_AI arXiv_AI Transformer Segmentation Semantic_Segmentation 3D Pose_Estimation Pose Quantitative Classification Detection Relation Object_Detection CNN Image_Classification PDF
2021-03-18 Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud Mingye Xu, Zhipeng Zhou, Junhao Zhang, Yu Qiao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose PDF
2021-03-18 RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection Lue Fan, Xuan Xiong, Feng Wang, Naiyan Wang, Zhaoxiang Zhang arXiv_CV arXiv_CV Segmentation Quantization Semantic_Segmentation 3D Pose Action Detection Object_Detection PDF
2021-03-16 EADNet: Efficient Asymmetric Dilated Network for Semantic Segmentation Qihang Yang, Tao Chen, Jiayuan Fan, Ye Lu, Chongyan Zuo, Qinghua Chi arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Inference PDF
2021-03-16 Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation Jungbeom Lee, Eunji Kim, Sungroh Yoon arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Regularization Adversarial Classification PDF
2021-03-16 Learned Gradient Compression for Distributed Deep Learning Lusine Abrahamyan, Yiming Chen, Giannis Bekoulis, Nikos Deligiannis arXiv_AI arXiv_AI Segmentation Quantization Semantic_Segmentation Pose Classification Deep_Learning CNN Image_Classification PDF
2021-03-16 Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions Ryan Razani, Ran Cheng, Ehsan Taghavi, Liu Bingbing arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud Pose CNN Autonomous PDF
2021-03-16 GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video Shih-Po Lee, Si-Cun Chen, Wen-Hsiao Peng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Action PDF
2021-03-15 S3Net: 3D LiDAR Sparse Semantic Segmentation Network Ran Cheng, Ryan Razani, Yuan Ren, Liu Bingbing arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Sparse Pose Relation Attention CNN Autonomous Prediction PDF
2021-03-15 Deep Consensus Learning Wei Sun, Tianfu Wu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose GAN Inference Prediction PDF
2021-03-15 Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Adversarial Pose Contrastive_Learning Medical Matching PDF
2021-03-15 Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation Mingi Ji, Seungjae Shin, Seunghyun Hwang, Gibeom Park, Il-Chul Moon arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Classification Detection Object_Detection PDF
2021-03-12 Uncertainty-guided Model Generalization to Unseen Domains Fengchun Qiao, Xi Peng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Text_Classification Knowledge Speech Pose Classification GAN Speech_Recognition Image_Classification PDF
2021-03-12 Juggling With Representations: On the Information Transfer Between Imagery, Point Clouds, and Meshes for Multi-Modal Semantics Dominik Laupheimer, Norbert Haala arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Face Relation PDF
2021-03-12 Augmented Environment Representations with Complete Object Models Krishnananda Prabhu Sivananda, Francesco Verdoja, Ville Kyrki arXiv_RO arXiv_RO Segmentation Semantic_Segmentation 3D Pose Deep_Learning Matching PDF
2021-03-12 Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation Beomyoung Kim, Sangeun Han. Junmo Kim arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Enhancement Sparse Classification Attention PDF
2021-03-12 Thousand to One: Semantic Prior Modeling for Conceptual Coding Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang, Siwei Ma arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation Pose Relation Image_Compression PDF
2021-03-12 Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu, Saeed Anwar, Nick Barnes arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D PDF
2021-03-11 PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Sparse Salient Pose PDF
2021-03-10 Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations Umberto Michieli, Pietro Zanuttigh arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition Sparse Pose Contrastive_Learning Action Matching PDF
2021-03-10 Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones Cheng Cui, Ruoyu Guo, Yuning Du, Dongliang He, Fu Li, Zewu Wu, Qiwen Liu, Shilei Wen, Jizhou Huang, Xiaoguang Hu, Dianhai Yu, Errui Ding, Yanjun Ma arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Knowledge Pose Detection Object_Detection Prediction PDF
2021-03-10 AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing Qi Song, Kangfu Mei, Rui Huang arXiv_CV arXiv_CV Segmentation Scene_Parsing Semantic_Segmentation Pose Attention PDF
2021-03-10 Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss Dongseok Shim, H. Jin Kim arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Adversarial Pose Contrastive_Learning Autonomous PDF
2021-03-10 Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon, Kyung-Soo Kim arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Enhancement Image_Enhancement Classification Detection Relation Object_Detection Image_Classification PDF
2021-03-09 Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images Devavrat Tomar, Lin Zhang, Tiziano Portenier, Orcun Goksel arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Quantitative PDF
2021-03-09 Capturing Omni-Range Context for Omnidirectional Segmentation Kailun Yang, Jiaming Zhang, Simon Reiß, Xinxin Hu, Rainer Stiefelhagen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Attention CNN Autonomous Prediction PDF
2021-03-09 Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Regularization PDF
2021-03-09 Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT Ziyang Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose QA PDF
2021-03-09 Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation Chaohao Xie, Dongwei Ren, Lei Wang, Qinghua Hu, Liang Lin, Wangmeng Zuo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Optimization PDF
2021-03-09 Pixel-wise Anomaly Detection in Complex Driving Scenes Giancarlo Di Biase, Hermann Blum, Roland Siegwart, Cesar Cadena arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Detection Autonomous Prediction PDF
2021-03-09 ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor Environments Jin-Man Park, Jae-Hyuk Jang, Sahng-Min Yoo, Sun-Kyung Lee, Ue-Hwan Kim, Jong-Hwan Kim arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation 3D Pose Detection PDF
2021-03-09 MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation Xiaoqing Guo, Chen Yang, Baopu Li, Yixuan Yuan arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Knowledge Pose PDF
2021-03-08 Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation Jianzhong He, Xu Jia, Shuaijun Chen, Jianzhuang Liu, arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose PDF
2021-03-08 Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation Shuaijun Chen, Xu Jia, Jianzhong He, Yongjie Shi, Jianzhuang Liu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Knowledge Pose Prediction PDF
2021-03-08 Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing Tianfei Zhou, Wenguan Wang, Si Liu, Yi Yang, Luc Van Gool arXiv_CV arXiv_CV Human_Parsing Segmentation Semantic_Segmentation Gradient_Descent Sparse Represenation_Learning Pose_Estimation Pose Inference Matching PDF
2021-03-07 Use square root affinity to regress labels in semantic segmentation Lumeng Cao, Zhouwang Yang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention Inference PDF
2021-03-07 GANav: Group-wise Attention Network for Classifying Navigable Regions in Unstructured Outdoor Environments Tianrui Guan, Divya Kothandaraman, Rohan Chandra, Dinesh Manocha arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation 3D Pose Attention GAN PDF
2021-03-06 Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired Yingzhi Zhang, Haoye Chen, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen arXiv_CV arXiv_CV Segmentation Scene_Parsing Semantic_Segmentation Recognition Attention Inference PDF
2021-03-06 Learning Statistical Texture for Semantic Segmentation Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan arXiv_CV arXiv_CV Segmentation Quantization Semantic_Segmentation Knowledge Pose Action PDF
2021-03-06 Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired Wei Mao, Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Action Attention PDF
2021-03-06 Hidden Backdoor Attack against Semantic Segmentation Models Yiming Li, Yanjie Li, Yalei Lv, Baoyuan Wu, Yong Jiang, Shu-Tao Xia arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Classification Autonomous Prediction PDF
2021-03-06 Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images Chentian Li, Chi Ma, William W. Lu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition 3D Knowledge Pose Action Deep_Learning GAN Medical CNN PDF
2021-03-05 Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma Jean Le'Clerc Arrastia, Nick Heilenkötter, Daniel Otero Baguer, Lena Hauberg-Lotte, Tobias Boskamp, Sonja Hetzer, Nicole Duschner, Jörg Schaller, Peter Maaß arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Deep_Learning PDF
2021-03-05 Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning Biao Gao, Shaochi Hu, Xijun Zhao, Huijing Zhao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Pose Contrastive_Learning Classification Detection Matching PDF
2021-03-05 Variational Structured Attention Networks for Deep Visual Representation Learning Guanglei Yang, Paolo Rota, Xavier Alameda-Pineda, Dan Xu, Mingli Ding, Elisa Ricci arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Pose Face Action Attention CNN Inference Prediction PDF
2021-03-05 Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks Teppei Suzuki arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN Prediction PDF
2021-03-04 Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, Orcun Goksel arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Pose Classification PDF
2021-03-04 Coordinate Attention for Efficient Mobile Network Design Qibin Hou, Daquan Zhou, Jiashi Feng arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Pose Classification Detection Object_Detection Attention PDF
2021-03-03 Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Attention PDF
2021-03-03 Dynamic Fusion Module Evolves Drivable Area and Road Anomaly Detection: A Benchmark and Algorithms Hengli Wang, Rui Fan, Yuxiang Sun, Ming Liu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Detection CNN PDF
2021-03-03 LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment Fabian Duerr, Mario Pfaller, Hendrik Weigel, Juergen Beyerer arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D RNN Pose Autonomous PDF
2021-03-02 PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics Nati Daniel, Ariel Larey, Eliel Aknin, Garrett A. Osswald, Julie M. Caldwell, Mark Rochman, Margaret H. Collins, Guang-Yu Yang, Nicoleta C. Arva, Kelley E. Capocelli, Marc E. Rothenberg, Yonatan Savir arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Deep_Learning Activity PDF
2021-03-02 HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline Konrad Heidler, Lichao Mou, Celia Baumhoer, Andreas Dietz, Xiao Xiang Zhu arXiv_CV arXiv_CV Edge_Detection Segmentation Semantic_Segmentation Pose Deep_Learning Detection Attention Prediction PDF
2021-03-02 Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su, Ruizhou Sun, Guosheng Lin, Qingyao Wu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Weakly_Supervised Pose Classification Deep_Learning PDF
2021-03-01 Deep learning based geometric registration for medical images: How accurate can we get without visual features? Lasse Hansen, Mattias P. Heinrich arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Deep_Learning Medical PDF
2021-03-01 FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation Aoran Xiao, Xiaofei Yang, Shijian Lu, Dayan Guan, Jiaxing Huang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Classification CNN Autonomous PDF
2021-02-28 Achieving Competitive Play Through Bottom-Up Approach in Semantic Segmentation E. Pryzant, Q. Deng, B. Mei, E. Shrestha arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Pose Classification Detection Object_Detection CNN PDF
2021-02-28 Snowy Night-to-Day Translator and Semantic Segmentation Label Similarity for Snow Hazard Indicator Takato Yasuno, Hiroaki Sugawara, Junichiro Fujii, Ryuto Yoshida arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Face GAN PDF
2021-02-27 SUM: A Benchmark Dataset of Semantic Urban Meshes Weixiao Gao, Liangliang Nan, Bas Boom, Hugo Ledoux arXiv_AI arXiv_AI Segmentation Semantic_Segmentation 3D Deep_Learning PDF
2021-02-27 A Novel Adaptive Deep Network for Building Footprint Segmentation A. Ziaee, R. Dehbozorgi, M. Döller arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning PDF
2021-02-27 Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition Jiebin Yan, Yu Zhong, Yuming Fang, Zhangyang Wang, Kede Ma arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning PDF
2021-02-26 Recursive Training for Zero-Shot Semantic Segmentation Ce Wang, Moshiur Farazi, Nick Barnes arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Zero-Shot Pose Classification PDF
2021-02-26 Knowledge Distillation Circumvents Nonlinearity for Optical Convolutional Neural Networks Jinlin Xiang, Shane Colburn, Arka Majumdar, Eli Shlizerman arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Classification CNN PDF
2021-02-26 A Reconfigurable Winograd CNN Accelerator with Nesting Decomposition Algorithm for Computing Convolution with Large Filters Jingbo Jiang, Xizi Chen, Chi-Ying Tsui arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose CNN PDF
2021-02-25 Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning Anthony Sicilia, Xingchen Zhao, Davneet Minhas, Erin O'Connor, Howard Aizenstein, William Klunk, Dana Tudorascu, Seong Jae Hwang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Medical PDF
2021-02-25 Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Inseop Chung, Daesik Kim, Nojun Kwak arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose Classification Matching PDF
2021-02-25 Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations Jitesh Seth, Rohit Lokwani, Viraj Kulkarni, Aniruddha Pant, Amit Kharat arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Deep_Learning Detection CNN PDF
2021-02-24 Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Classification Deep_Learning Detection Few-Shot Object_Detection Denoising PDF
2021-02-24 Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting Shunxin Xu, Ke Sun, Dong Liu, Zhiwei Xiong, Zheng-Jun Zha arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Denoising PDF
2021-02-22 Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation Tao Chen, Guosen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Inference Prediction PDF
2021-02-22 Attention Models for Point Clouds in Deep Learning: A Survey Xu Wang, Yi Jin, Yigang Cen, Tao Wang, Yidong Li arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Point_Cloud 3D Pose_Estimation Pose Survey Deep_Learning Detection Attention PDF
2021-02-21 Training custom modality-specific U-Net models with weak localizations for improved Tuberculosis segmentation and localization Sivaramakrishnan Rajaraman, Les Folio, Jane Dimperio, Philip Alderson, Sameer Antani arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge PDF
2021-02-21 Uncertainty-Aware Deep Learning for Autonomous Safe Landing Site Selection Kento Tomita, Katherine A. Skinner, Koki Ho arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Face Deep_Learning Detection Autonomous Prediction PDF
2021-02-21 CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation Soham Gadgil, Mark Endo, Emily Wen, Andrew Y. Ng, Pranav Rajpurkar arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Salient Knowledge Pose Medical PDF
2021-02-19 Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems Clément Playout, Ola Ahmad, Freddy Lecue, Farida Cheriet arXiv_CV arXiv_CV Segmentation Semantic_Segmentation CNN Autonomous PDF
2021-02-19 Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace Zhiyi Pan, Peng Jiang, Yunhai Wang, Changhe Tu, Anthony G. Cohn arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention Prediction PDF
2021-02-17 Temporal Memory Attention for Video Semantic Segmentation Hao Wang, Weining Wang, Jing Liu arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Relation Attention Optical_Flow Prediction PDF
2021-02-16 On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery Amirabbas Davari, Saahil Islam, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Relation PDF
2021-02-16 Feature Pyramid Network with Multi-Head Attention for Se-mantic Segmentation of Fine-Resolution Remotely Sensed Im-ages Rui Li, Shunyi Zheng, Chenxi Duan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention PDF
2021-02-15 End-to-End Egospheric Spatial Memory Daniel Lenton, Stephen James, Ronald Clark, Andrew J. Davison arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Reinforcement_Learning 3D Pose Drone Autonomous Inference PDF
2021-02-15 OmniDet: Surround View Cameras based Multi-task Visual Perception Network for Autonomous Driving Varun Ravi Kumar, Senthil Yogamani, Hazem Rashed, Ganesh Sitsu, Christian Witt, Isabelle Leang, Stefan Milz, Patrick Mäder arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose_Estimation Pose Detection Object_Detection Autonomous Inference PDF
2021-02-13 Fast, Accurate Barcode Detection in Ultra High-Resolution Images Jerome Quenum, Kehan Wang, Avideh Zakhor arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Detection Object_Detection PDF
2021-02-12 INSTA-YOLO: Real-Time Instance Segmentation Eslam Mohamed, Abdelrahman Shaker, Hazem Rashed, Ahmad El-Sallab, Mayada Hadhoud arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Contour Attention Prediction PDF
2021-02-12 Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning Yifan Zhang, Bryan Hooi, Dapeng Hu, Jian Liang, Jiashi Feng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Image_Classification PDF
2021-02-12 Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Shigemichi Matsuzaki, Jun Miura, Hiroaki Masuzawa arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Recognition Knowledge Pose PDF
2021-02-11 Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool arXiv_CV arXiv_CV Segmentation Embedding Unsupervised Semantic_Segmentation Optimization Pose PDF
2021-02-10 H3D: Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and textured Meshes from UAV LiDAR and Multi-View-Stereo Michael Kölle, Dominik Laupheimer, Stefan Schmohl, Norbert Haala, Franz Rottensteiner, Jan Dirk Wegner, Hugo Ledoux arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Detection Object_Detection CNN PDF
2021-02-10 D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism Xiangyu Zhao, Peng Zhang, Fan Song, Guangda Fan, Yangyang Sun, Yujia Wang, Zheyuan Tian, Luqi Zhang, Guanglei Zhang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention PDF
2021-02-09 RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard Hartley arXiv_AI arXiv_AI Segmentation Semantic_Segmentation 3D Optimization Classification CNN Video_Classification Matching PDF
2021-02-08 Semantic Segmentation with Labeling Uncertainty and Class Imbalance Patrik Olã Bressan, José Marcato Junior, José Augusto Correa Martins, Diogo Nunes Gonçalves, Daniel Matte Freitas, Lucas Prado Osco, Jonathan de Andrade Silva, Zhipeng Luo, Jonathan Li, Raymundo Cordero Garcia, Wesley Nunes Gonçalves arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN PDF
2021-02-08 2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network Ran Cheng, Ryan Razani, Ehsan Taghavi, Enxu Li, Bingbing Liu arXiv_AI arXiv_AI Segmentation Semantic_Segmentation 3D Sparse Pose Autonomous PDF
2021-02-05 MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning Abhishek Bihani, Hugh Daigle, Javier E. Santos, Christopher Landry, Masa Prodanovic, Kitty Milliken arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Prediction PDF
2021-02-05 Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery Ye Lyu, George Vosselman, Gui-Song Xia, Michael Ying Yang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Action Attention PDF
2021-02-05 Convolutional Neural Network Interpretability with General Pattern Theory Erico Tjoa, Guan Cuntai arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose CNN PDF
2021-02-04 Mask guided attention for fine-grained patchy image classification Jun Wang, Xiaohan Yu, Yongsheng Gao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Pose Classification Attention Image_Classification PDF
2021-02-04 Active Boundary Loss for Semantic Segmentation Chi Wang, Yunke Zhang, Miaomiao Cui, Jinlin Liu, Peiran Ren, Yin Yang, Xuansong Xie, XianSheng Hua, Hujun Bao, Weiwei Xu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Prediction PDF
2021-02-04 ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images Rui Li, Chenxi Duan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning CNN PDF
2021-02-03 TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types Wolfgang Fuhl, Gjergji Kasneci, Enkelejda Kasneci arXiv_CV arXiv_CV Segmentation Tracking Semantic_Segmentation 3D Gaze_Estimation PDF
2021-02-02 Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks Alessandro Saviolo, Matteo Bonotto, Daniele Evangelista, Marco Imperoli, Emanuele Menegatti, Alberto Pretto arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN PDF
2021-02-01 Densely Connected Recurrent Residual Convolutional Neural Network for Segmentation of Lung CT Images Kaushik Dutta arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Detection Medical CNN PDF
2021-01-30 Segmentation of skin lesions and their attributes using Generative Adversarial Networks Cristian Lazo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose GAN PDF
2021-01-30 DRIV100: In-The-Wild Multi-Domain Dataset and Evaluation for Real-World Domain Adaptation of Semantic Segmentation Haruya Sakashita, Christoph Flothow, Noriko Takemura, Yusuke Sugano arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2021-01-29 Neural networks for semantic segmentation of historical city maps: Cross-cultural performance and the impact of figurative diversity Rémi Petitpierre (Ecole polytechnique fédérale de Lausanne, EPFL, Switzerland) arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Quantitative CNN PDF
2021-01-28 Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang, Tianfei Zhou, Fisher Yu, Jifeng Dai, Ender Konukoglu, Luc Van Gool arXiv_CV arXiv_CV Segmentation Embedding Unsupervised Semantic_Segmentation OCR Optimization Represenation_Learning Pose Relation Attention PDF
2021-01-27 Effects of Image Size on Deep Learning Olivier Rukundo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Deep_Learning PDF
2021-01-27 Puzzle-CAM: Improved localization via matching partial and full features Sanhyun Jo, In-Jae Yu arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Regularization Pose Matching PDF
2021-01-26 Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Yong Wang, Fang Wen arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Knowledge Self-Supervised Denoising PDF
2021-01-26 Global-Local Propagation Network for RGB-D Semantic Segmentation Sihan Chen, Xinxin Zhu, Wei Liu, Xingjian He, Jing Liu arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Pose PDF
2021-01-26 Joint Forecasting of Features and Feature Motion for Dense Semantic Future Prediction Josip Šarić, Sacha Vražić, Siniša Šegvić arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Relation Prediction PDF
2021-01-25 Mask-based Data Augmentation for Semi-supervised Semantic Segmentation Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN PDF
2021-01-24 Image Compression with Encoder-Decoder Matched Semantic Segmentation Trinh Man Hoang, Jinjia Zhou, Yibo Fan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Image_Compression CNN PDF
2021-01-24 OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the World Nannan Qin, Weikai Tan, Lingfei Ma, Dedong Zhang, Jonathan Li arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Action Deep_Learning PDF
2021-01-23 Network-Agnostic Knowledge Transfer for Medical Image Segmentation Shuhang Wang, Vivek Kumar Singh, Alex Benjamin, Mercy Asiedu, Elham Yousef Kalafi, Eugene Cheah, Viksit Kumar, Anthony Samir arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Salient Knowledge Pose Medical PDF
2021-01-21 ItNet: iterative neural networks with tiny graphs for accurate and efficient anytime prediction Thomas Pfeil arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Inference Prediction PDF
2021-01-21 MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes Jinhai Yang, Hua Yang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Deep_Learning PDF
2021-01-21 Ikshana: A Theory of Human Scene Understanding Mechanism Venkata Satya Sai Ajay Daliparthi arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2021-01-21 Segmenting Transparent Object in the Wild with Transformer Enze Xie, Wenjia Wang, Wenhai Wang, Peize Sun, Hang Xu, Ding Liang, Ping Luo arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose PDF
2021-01-21 Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection Yuxiang Zhang, Sachin Mehta, Anat Caspi arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Quantitative Autonomous PDF
2021-01-20 Cell image segmentation by Feature Random Enhancement Module Takamasa Ando, Kazuhiro Hotta arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Enhancement Pose PDF
2021-01-20 Feature Sharing Cooperative Network for Semantic Segmentation Ryota Ikedo, Kazuhiro Hotta arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Pose Attention PDF
2021-01-19 The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions Xingyi Li, Wenxuan Wu, Xiaoli Z. Fern, Li Fuxin arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Regularization PDF
2021-01-19 Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS Flora Dellinger, Thomas Boulay, Diego Mendoza Barrenechea, Said El-Hachimi, Isabelle Leang, Fabien Bürger arXiv_CV arXiv_CV Segmentation Quantization Semantic_Segmentation Optimization Pose Classification Deep_Learning Detection Object_Detection PDF
2021-01-19 Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans Abhishek Shivdeo, Rohit Lokwani, Viraj Kulkarni, Amit Kharat, Aniruddha Pant arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Pose Deep_Learning Medical Inference PDF
2021-01-19 CAA : Channelized Axial Attention for Semantic Segmentation Ye Huang, Wenjing Jia, Xiangjian He, Liu Liu, Yuxin Li, Dacheng Tao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention PDF
2021-01-19 SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images Lei He, Jiwen Lu, Guanghui Wang, Shiyu Song, Jie Zhou arXiv_CV arXiv_CV Segmentation Scene_Parsing Semantic_Segmentation Knowledge Pose Relation PDF
2021-01-18 Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette, Émilie Wirbel, Patrick Pérez arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Point_Cloud 3D Pose Autonomous Prediction PDF
2021-01-18 HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS Chien-Hsiang Huang, Hung-Yu Wu, Youn-Long Lin arXiv_CV arXiv_CV Segmentation Tracking Semantic_Segmentation Object_Tracking Salient Pose Classification Detection Object_Detection CNN Image_Classification Inference PDF
2021-01-18 Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach Xian Shi, Xun Xu, Ke Chen, Lile Cai, Chuan Sheng Foo, Kui Jia arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose PDF
2021-01-17 KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks Po-Hsiang Yu, Sih-Sian Wu, Liang-Gee Chen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Action Matching PDF
2021-01-16 Self-Supervised Representation Learning from Flow Equivariance Yuwen Xiong, Mengye Ren, Wenyuan Zeng, Raquel Urtasun arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Self-Supervised Pose Detection Object_Detection PDF
2021-01-16 Semi Supervised Deep Quick Instance Detection and Segmentation Ashish Kumar, L. Behera arXiv_CV arXiv_CV Segmentation Semi_Supervised Semantic_Segmentation Pose Detection Object_Detection CNN PDF
2021-01-15 Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes Yuanduo Hong, Huihui Pan, Weichao Sun, Senior Member, IEEE, Yisong Jia arXiv_CV arXiv_CV Segmentation Scene_Parsing Semantic_Segmentation Pose Attention Autonomous Inference PDF
2021-01-14 Road Surface Translation Under Snow-covered and Semantic Segmentation for Snow Hazard Index Yasuno Takato, Fujii Junichiro, Sugawara Hiroaki, Amakata Masazumi arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Face Deep_Learning PDF
2021-01-12 Harmonic Convolutional Networks based on Discrete Cosine Transform Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Action Classification Detection Relation Object_Detection CNN Image_Classification PDF
2021-01-12 Rethinking Interactive Image Segmentation: Feature Space Annotation Jordão Bragantini (UNICAMP), Alexandre Falcão (UNICAMP), Laurent Najman (ligm) arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning PDF
2021-01-11 The Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing Andreas Bär, Jonas Löhdefink, Nikhil Kapoor, Serin J. Varghese, Fabian Hüger, Peter Schlicht, Tim Fingscheidt arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial CNN Autonomous Prediction PDF
2021-01-11 Spherical Transformer: Adapting Spherical Signal to ConvolutionalNetworks Haikuan Du, Hui Cao, Shen Cai, Junchi Yan, Siyu Zhang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition 3D Pose Classification CNN Image_Classification PDF
2021-01-10 Semantic Segmentation of Remote Sensing Images with Sparse Annotations Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Sparse Regularization Pose Relation CNN PDF
2021-01-09 GnetSeg: Semantic Segmentation Model Optimized on a 224mW CNN Accelerator Chip at the Speed of 318FPS Baohua Sun, Weixiong Lin, Hao Sha, Jiapeng Su arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Medical CNN Autonomous Inference PDF
2021-01-08 HIVE-Net: Centerline-Aware HIerarchical View-Ensemble Convolutional Network for Mitochondria Segmentation in EM Images Zhimin Yuan, Xiaofen Ma, Jiajin Yi, Zhengrong Luo, Jialin Peng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Pose Medical CNN PDF
2021-01-08 Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Quantitative Contour Attention CNN Prediction PDF
2021-01-07 Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Point_Cloud 3D Self-Supervised Classification Detection Object_Detection Video_Classification PDF
2021-01-07 Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jingyu Gong, Jiachen Xu, Xin Tan, Jie Zhou, Yanyun Qu, Yuan Xie, Lizhuang Ma arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Action Classification Prediction PDF
2021-01-06 A Robust Illumination-Invariant Camera System for Agricultural Applications Abhisesh Silwal, Tanvir Parhar, Francisco Yandun, George Kantor arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Pose Deep_Learning Detection Object_Detection PDF
2021-01-06 RethNet: Object-by-Object Learning for Detecting Facial Skin Problems Shohrukh Bekmirzaev arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition 3D RNN Pose Action Detection Relation Object_Detection Attention Visual_Relation PDF
2021-01-06 Active Bayesian Multi-class Mapping from Range and Semantic Segmentation Observation Arash Asgharivaskasi, Nikolay Atanasov arXiv_RO arXiv_RO Segmentation Semantic_Segmentation Autonomous PDF
2021-01-05 Local Memory Attention for Fast Video Semantic Segmentation Matthieu Paul, Martin Danelljan, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention Inference PDF
2021-01-04 Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation Manel Mateos, Alejandro González, Xavier Sevillano arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial GAN PDF
2021-01-04 A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning Karthik E arXiv_AI arXiv_AI Segmentation Transfer_Learning Semantic_Segmentation Classification Deep_Learning Detection Object_Detection CNN Image_Classification Inference PDF
2021-01-03 Style Normalization and Restitution for DomainGeneralization and Adaptation Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose Classification Detection Object_Detection PDF
2021-01-02 Privacy Preserving Domain Adaptation for Semantic Segmentation of Medical Images Serban Stan, Mohammad Rostami arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose Medical CNN PDF
2021-01-01 Energy-constrained Self-training for Unsupervised Domain Adaptation Xiaofeng Liu, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Lingsheng Kong arXiv_AI arXiv_AI Segmentation Unsupervised Semantic_Segmentation Regularization Knowledge Classification Image_Classification Prediction PDF
2020-12-31 Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H.S. Torr, Li Zhang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Attention CNN Prediction PDF
2020-12-29 SALA: Soft Assignment Local Aggregation for 3D Semantic Segmentation Hani Itani, Silvio Giancola, Ali Thabet, Bernard Ghanem arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D PDF
2020-12-28 Compositional Prototype Network with Multi-view Comparision for Few-Shot Point Cloud Semantic Segmentation Xiaoyu Chen, Chi Zhang, Guosheng Lin, Jing Han arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Few-Shot Prediction PDF
2020-12-28 Deep Visual Domain Adaptation Gabriela Csurka arXiv_CV arXiv_CV Segmentation Person_Re-identification Semantic_Segmentation Knowledge Pose Classification Deep_Learning Detection Object_Detection Re-identification Image_Classification PDF
2020-12-28 Spectral Analysis for Semantic Segmentation with Applications on Feature Truncation and Weak Annotation Li-Wei Chen, Wei-Chen Chiu, Chin-Tien Wu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2020-12-24 Hausdorff Point Convolution with Geometric Priors Pengdi Huang, Liqiang Lin, Fuyou Xue, Kai Xu, Danny Cohen-Or, Hui Huang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D CNN PDF
2020-12-23 Low-latency Perception in Off-Road Dynamical Low Visibility Environments Nelson Alves, Marco Ruiz, Marco Reis, Tiago Cajahyba, Davi Oliveira, Ana Barreto, Eduardo F. Simas Filho, Wagner L. A. de Oliveira, Leizer Schnitman, Roberto L. S. Monteiro arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning CNN Autonomous Inference PDF
2020-12-23 Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset Gülcan Can, Dario Mantegazza, Gabriele Abbate, Sébastien Chappuis, Alessandro Giusti arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Quantitative Autonomous PDF
2020-12-23 Warping of Radar Data into Camera Image for Cross-Modal Supervision in Automotive Applications Christopher Grimm, Tai Fei, Ernst Warsitz, Ridha Farhoud, Tobias Breddermann, Reinhold Haeb-Umbach arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Detection PDF
2020-12-23 ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Juergen Burger, Kate Gerber, Moritz Tannast, Klaus Siebenrock, Nicolas Gerber arXiv_AI arXiv_AI Segmentation Unsupervised Semantic_Segmentation Pose GAN Medical PDF
2020-12-23 Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer Suhyeon Lee, Junhyuk Hyun, Hongje Seong, Euntai Kim arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose PDF
2020-12-23 CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80 W.-Y. Hong, C.-L. Kao, Y.-H. Kuo, J.-R. Wang, W.-L. Chang, C.-S. Shih arXiv_CV arXiv_CV Segmentation Semantic_Segmentation SLAM PDF
2020-12-23 Pit30M: A Benchmark for Global Localization in the Age of Self-Driving Cars Julieta Martinez, Sasha Doubov, Jack Fan, Ioan Andrei Bârsan, Shenlong Wang, Gellért Máttyus, Raquel Urtasun arXiv_CV arXiv_CV Segmentation Semantic_Segmentation CNN PDF
2020-12-21 Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery Qian Wang, Toby P. Breckon arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Sparse Pose Detection Object_Detection CNN PDF
2020-12-21 HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Yuval Nirkin, Lior Wolf, Tal Hassner arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2020-12-20 MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation Yutong Cai, Yong Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Attention Medical CNN PDF
2020-12-20 Anchor-Based Spatial-Temporal Attention Convolutional Networks for Dynamic 3D Point Cloud Sequences Guangming Wang, Hanwen Liu, Muyao Chen, Yehui Yang, Zhe Liu, Hesheng Wang arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Recognition Point_Cloud 3D Sparse Pose Action_Recognition Action Classification Deep_Learning Attention CNN Autonomous PDF
2020-12-19 Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation Lukas Hoyer, Dengxin Dai, Yuhua Chen, Adrian Köring, Suman Saha, Luc Van Gool arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Self-Supervised Pose PDF
2020-12-19 A Light Field Front-end for Robust SLAM in Dynamic Environments Pushyami Kaveti, Hanumant Singh arXiv_RO arXiv_RO Segmentation Semantic_Segmentation Pose_Estimation Pose SLAM PDF
2020-12-18 Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair, Andreas Schuh, Karl Hahn, Kersten Petersen, Ying Bai, James Batten, Michiel Schaap, Ben Glocker arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation 3D Pose Quantitative Deep_Learning Prediction PDF
2020-12-18 Minimax Active Learning Sayna Ebrahimi, William Gan, Kamyar Salahi, Trevor Darrell arXiv_AI arXiv_AI Reconstruction Segmentation Semantic_Segmentation Adversarial Classification Image_Classification PDF
2020-12-18 SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation An Tao, Yueqi Duan, Yi Wei, Jiwen Lu, Jie Zhou arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose PDF
2020-12-18 LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point Clouds Yaping Lin, George Vosselman, Yanpeng Cao, Michael Ying Yang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Action Attention PDF
2020-12-18 A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection Jianbo Liu, Sijie Ren, Yuanjie Zheng, Xiaogang Wang, Hongsheng Li arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Pose Detection Object_Detection PDF
2020-12-18 Hyperspectral Image Semantic Segmentation in Cityscapes Yuxing Huang, Erqi Huang, Linsen Chen, Shaodi You, Ying Fu, Qiu Shen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation PDF
2020-12-18 Self-supervised Learning with Fully Convolutional Networks Zhengeng Yang, Hongshan Yu, Yong He, Zhi-Hong Mao, Ajmal Mian arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Self-Supervised Classification Deep_Learning CNN PDF
2020-12-17 Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions Alexander Egiazarov, Fabio Massimo Zennaro, Vasileios Mavroeidis arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Detection CNN PDF
2020-12-17 Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery Saba Dadsetan, Gisele Rose, Naira Hovakimyan, Jennifer Hobbs arXiv_CV arXiv_CV Segmentation Semantic_Segmentation RNN Pose Deep_Learning Detection CNN Prediction PDF
2020-12-17 Embodied Visual Active Learning for Semantic Segmentation David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Reinforcement_Learning 3D Knowledge Pose PDF
2020-12-17 Semi-Global Shape-aware Network Pengju Zhang, Yihong Wu, Jiagang Zhu arXiv_CV arXiv_CV Semi_Global Segmentation Semantic_Segmentation Image_Retrieval Pose PDF
2020-12-16 S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds Ran Cheng, Christopher Agia, Yuan Ren, Xinhai Li, Liu Bingbing arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Point_Cloud 3D Sparse Pose CNN Inference PDF
2020-12-16 Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Ji Hou, Benjamin Graham, Matthias Nießner, Saining Xie arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose PDF
2020-12-16 Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Knowledge Pose Deep_Learning PDF
2020-12-15 mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition 3D Knowledge Adversarial Pose Classification Attention Image_Classification PDF
2020-12-15 Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation Rui Gong, Yuhua Chen, Danda Pani Paudel, Yawei Li, Ajad Chhatkuli, Wen Li, Dengxin Dai, Luc Van Gool arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Knowledge Pose Prediction PDF
2020-12-15 CosSGD: Nonlinear Quantization for Communication-efficient Federated Learning Yang He, Maximilian Zenk, Mario Fritz arXiv_CV arXiv_CV Segmentation Quantization Semantic_Segmentation Gradient_Descent Pose Classification Image_Classification PDF
2020-12-15 Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation Minsu Kim, Sunghun Joung, Seungryong Kim, JungIn Park, Ig-Jae Kim, Kwanghoon Sohn arXiv_CV arXiv_CV Segmentation Semantic_Segmentation CNN PDF
2020-12-15 Image Inpainting Guided by Coherence Priors of Semantics and Textures Liang Liao, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin'ichi Satoh arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Inpainting Optimization Pose Attention PDF
2020-12-15 Teach me to segment with mixed supervision: Confident students become masters Jose Dolz, Christian Desrosiers, Ismail Ben Ayed arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Action Quantitative Classification Prediction PDF
2020-12-15 Semantic-Guided Representation Enhancement for Self-supervised Monocular Trained Depth Estimation Rui Li, Qing Mao, Pei Wang, Xiantuo He, Yu Zhu, Jinqiu Sun, Yanning Zhang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Enhancement Self-Supervised Pose Quantitative Relation Attention PDF
2020-12-14 Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation Rui Fan, Hengli Wang, Peide Cai, Jin Wu, Mohammud Junaid Bocus, Lei Qiao, Ming Liu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Face Detection CNN Autonomous PDF
2020-12-14 Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU Shipra Jain, Danda Paudel Pani, Martin Danelljan, Luc Van Gool arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Pose Classification Detection Object_Detection Image_Classification PDF
2020-12-13 Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyun Zhao, Raviteja Vemulapalli, Philip Mansfield, Boqing Gong, Bradley Green, Lior Shapira, Ying Wu arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Contrastive_Learning CNN PDF
2020-12-11 Confidence Estimation via Auxiliary Models Charles Corbière, Nicolas Thome, Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Image_Classification Prediction PDF
2020-12-11 Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Classification Inference PDF
2020-12-10 Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation Hugues Thomas, Ben Agro, Mona Gridseth, Jian Zhang, Timothy D. Barfoot arXiv_RO arXiv_RO Segmentation Semantic_Segmentation Point_Cloud Self-Supervised SLAM Autonomous Prediction PDF
2020-12-10 Full-Glow: Fully conditional Glow for more realistic image generation Moein Sorkhei, Gustav Eje Henter, Hedvig Kjellström arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Pose Autonomous PDF
2020-12-10 Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation Bowen Cai, Huan Fu, Rongfei Jia, Binqiang Zhao, Hua Li, Yinghui Xu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Relation Matching PDF
2020-12-09 Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation Naif Alshammari, Samet Akcay, Toby P. Breckon arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Action GAN Inference Prediction PDF
2020-12-09 Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li, Tianfei Zhou, Jianwu Li, Yi Zhou, Zhaoxiang Zhang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Pose Action Deep_Learning Relation Attention Prediction PDF
2020-12-09 Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation Robin Chan, Matthias Rottmann, Hanno Gottschalk arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Classification Detection PDF
2020-12-09 AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation Venice Erin Liong, Thi Ngoc Tho Nguyen, Sergi Widjaja, Dhananjai Sharma, Zhuang Jie Chong arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Autonomous Prediction PDF
2020-12-09 Improving Gradient Flow with Unrolled Highway Expectation Maximization Chonghyuk Song, Eunseok Kim, Inwook Shim arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose PDF
2020-12-09 GATSBI: An Online GTSP-Based Algorithm for Targeted Surface Bridge Inspection Kevin Yu, Harnaik Dhami, Kartik Madhira, Pratap Tokekar arXiv_RO arXiv_RO Segmentation Semantic_Segmentation 3D Face PDF
2020-12-08 You Only Need Adversarial Supervision for Semantic Image Synthesis Vadim Sushko, Edgar Schönfeld, Dan Zhang, Juergen Gall, Bernt Schiele, Anna Khoreva arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Adversarial Pose GAN PDF
2020-12-08 Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning Riccardo Volpi, Diane Larlus, Grégory Rogez arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Classification PDF
2020-12-08 Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Hui Tang, Xiatian Zhu, Ke Chen, Kui Jia, C. L. Philip Chen arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Classification Image_Classification Prediction PDF
2020-12-08 Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery Xueqing Deng, Yi Zhu, Yuxin Tian, Shawn Newsam arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Classification Attention PDF
2020-12-07 Rotation-Invariant Point Convolution With Multiple Equivariant Alignments Hugues Thomas arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Classification Deep_Learning Relation CNN PDF
2020-12-07 Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Optimization Sparse Knowledge Pose Action Autonomous Inference PDF
2020-12-07 Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation Gengwei Zhang, Yiming Gao, Hang Xu, Hao Zhang, Zhenguo Li, Xiaodan Liang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Attention PDF
2020-12-07 CARAFE++: Unified Content-Aware ReAssembly of FEatures Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Inpainting Pose Detection Object_Detection CNN Prediction PDF
2020-12-07 Rethinking Learnable Tree Filter for Generic Feature Transform Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Xiangyu Zhang, Hongbin Sun, Jian Sun, Nanning Zheng arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Action Detection Relation Object_Detection PDF
2020-12-06 Self-Training for Class-Incremental Semantic Segmentation Lu Yu, Xialei Liu, Joost van de Weijer arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Knowledge Pose Prediction PDF
2020-12-06 TediGAN: Text-Guided Diverse Image Generation and Manipulation Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Optimization Sketch Pose Face GAN Matching PDF
2020-12-05 Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Classification GAN CNN PDF
2020-12-05 FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding Maryam Rahnemoonfar, Tashnim Chowdhury, Argho Sarkar, Debvrat Varshney, Masoud Yari, Robin Murphy arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Detection VQA Object_Detection Image_Classification PDF
2020-12-04 Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Action Classification Detection Image_Classification PDF
2020-12-04 Offset Curves Loss for Imbalanced Problem in Medical Segmentation Ngan Le, Trung Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savides arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Regularization Pose Deep_Learning Contour Attention Medical PDF
2020-12-04 Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images Ke Yan, Jinzheng Cai, Dakai Jin, Shun Miao, Adam P. Harrison, Dazhou Guo, Youbao Tang, Jing Xiao, Jingjing Lu, Le Lu arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation 3D Self-Supervised Pose Contrastive_Learning Detection Medical Matching PDF
2020-12-03 Domain Adaptation of Aerial Semantic Segmentation Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Pose Prediction PDF
2020-12-03 Single-shot Path Integrated Panoptic Segmentation Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention CNN PDF
2020-12-02 From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation Nikhil Kapoor, Andreas Bär, Serin Varghese, Jan David Schneider, Fabian Hüger, Peter Schlicht, Tim Fingscheidt arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Pose Relation PDF
2020-12-01 A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation Rihuan Ke, Angelica Aviles-Rivero, Saurabh Pandey, Saikumar Reddy, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Action PDF
2020-12-01 3D Guided Weakly Supervised Semantic Segmentation Weixuan Sun, Jing Zhang, Nick Barnes arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Weakly_Supervised Sparse Pose Inference PDF
2020-11-30 A Few Guidelines for Incremental Few-Shot Segmentation Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Few-Shot PDF
2020-11-30 ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen arXiv_AI arXiv_AI NAS Segmentation Semantic_Segmentation Recognition Pose_Estimation Pose PDF
2020-11-30 Training and Inference for Integer-Based Semantic Segmentation Network Jiayi Yang, Lei Deng, Yukuan Yang, Yuan Xie, Guoqi Li arXiv_AI arXiv_AI Segmentation Quantization Semantic_Segmentation Pose CNN Inference Prediction PDF
2020-11-29 Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding Saqib Ali Khan, Yilei Shi, Muhammad Shahzad, Xiao Xiang Zhu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Deep_Learning CNN PDF
2020-11-29 Multistage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images Rui Li, Jianlin Su, Chenxi Duan, Shunyi Zheng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention PDF
2020-11-29 UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information Girisha S, Ujjwal Verma, Manohara Pai M M, Radhika Pai arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation RNN Pose Quantitative Optical_Flow PDF
2020-11-29 Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency Chongzhen Zhang, Yang Tang, Chaoqiang Zhao, Qiyu Sun, Zhencheng Ye, Jürgen Kurths arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation Adversarial Pose GAN Autonomous PDF
2020-11-28 Towards Robust Medical Image Segmentation on Small-Scale Data with Incomplete Labels Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Min Xu, Irina Voiculescu, Eric P. Xing arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Medical PDF
2020-11-27 Spherical Interpolated Convolutional Network with Distance-Feature Density for 3D Semantic Segmentation of Point Clouds Guangming Wang, Yehui Yang, Huixin Zhang, Zhe Liu, Hesheng Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Action Relation CNN PDF
2020-11-27 Road Scene Graph: A Semantic Graph-Based Scene Representation Dataset for Intelligent Vehicles Yafu Tian, Alexander Carballo, Ruifeng Li, Kazuya Takeda arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Action Detection Relation GAN CNN Prediction PDF
2020-11-26 Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion Kaite Xiang, Kailun Yang, Kaiwei Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optical_Character Detection Attention Autonomous PDF
2020-11-26 Channel-wise Distillation for Semantic Segmentation Changyong Shu, Yifan Liu, Jianfei Gao, Lin Xu, Chunhua Shen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Salient Knowledge Pose Attention PDF
2020-11-25 Deep-learning coupled with novel classification method to classify the urban environment of the developing world Qianwei Cheng, AKM Mahbubur Rahman, Anis Sarker, Abu Bakar Siddik Nayem, Ovi Paul, Amin Ahsan Ali, M Ashraful Amin, Ryosuke Shibasaki, Moinul Zaber arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification PDF
2020-11-25 Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo, Umberto Michieli, Pietro Zanuttigh arXiv_CV arXiv_CV Segmentation Embedding Unsupervised Semantic_Segmentation Knowledge Pose Deep_Learning CNN PDF
2020-11-24 SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation Thomas Verelst, Tinne Tuytelaars arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Reinforcement_Learning Inference PDF
2020-11-23 Scaling Wide Residual Networks for Panoptic Segmentation Liang-Chieh Chen, Huiyu Wang, Siyuan Qiao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Prediction PDF
2020-11-23 HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features Cheng Sun, Min Sun, Hwann-Tzong Chen arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation Pose Prediction PDF
2020-11-23 PLOP: Learning without Forgetting for Continual Semantic Segmentation Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Relation PDF
2020-11-22 Dense open-set recognition with synthetic outliers generated by Real NVP Matej Grcić, Petra Bevandić, Siniša Šegvić arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Classification Detection Image_Classification Autonomous Prediction PDF
2020-11-22 Deep learning model trained on mobile phone-acquired frozen section images effectively detects basal cell carcinoma Junli Cao, B.S., Junyan Wu, M.S., Jing W. Zhang, M.D., Ph.D., Jay J. Ye, M.D., Ph.D., Limin Yu, M.D., M.S arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Classification Deep_Learning Prediction PDF
2020-11-22 Efficient embedding network for 3D brain tumor segmentation Hicham Messaoudi, Ahror Belaid, Mohamed Lamine Allaoui, Ahcene Zetout, Mohand Said Allili, Souhil Tliba, Douraied Ben Salem, Pierre-Henri Conze arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation 3D Pose Deep_Learning Medical CNN PDF
2020-11-21 Densely connected multidilated convolutional networks for dense prediction tasks Naoya Takahashi, Yuki Mitsufuji arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN Prediction PDF
2020-11-20 Bridging Scene Understanding and Task Execution with Flexible Simulation Environments Zachary Ravichandran, J. Daniel Griffith, Benjamin Smith, Costas Frost arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Reinforcement_Learning 3D PDF
2020-11-19 Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Represenation_Learning Pose Contrastive_Learning Detection Object_Detection Prediction PDF
2020-11-19 Geography-Aware Self-Supervised Learning Kumar Ayush, Burak Uzkent, Chenlin Meng, Marshall Burke, David Lobell, Stefano Ermon arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Self-Supervised Pose Contrastive_Learning Classification Detection Object_Detection Image_Classification PDF
2020-11-19 Unifying Instance and Panoptic Segmentation with Dynamic Rank-1 Convolutions Hao Chen, Chunhua Shen, Zhi Tian arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Classification CNN Prediction PDF
2020-11-19 Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Pose Face Relation PDF
2020-11-19 Attention-Based Transformers for Instance Segmentation of Cells in Microstructures Tim Prangemeier, Christoph Reich, Heinz Koeppl arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Quantitative Deep_Learning Detection Attention Medical PDF
2020-11-19 Deep LF-Net: Semantic Lung Segmentation from Indian Chest Radiographs Including Severely Unhealthy Images Anushikha Singh, Brejesh Lall, B. K. Panigrahi, Anjali Agrawal, Anurag Agrawal, DJ Christopher, Balamugesh Thangakunam arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN PDF
2020-11-18 Dense Contrastive Learning for Self-Supervised Visual Pre-Training Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Self-Supervised Contrastive_Learning Classification Detection Object_Detection Image_Classification Prediction PDF
2020-11-17 RELLIS-3D Dataset: Data, Benchmarks and Analysis Peng Jiang, Philip Osteen, Maggie Wigness, Srikanth Saripalli arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Deep_Learning Autonomous PDF
2020-11-17 Pyramid Point: A Multi-Level Focusing Network for Revisiting Feature Layers Nina Varney, Vijayan K. Asari, Quinn Graehling arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Attention PDF
2020-11-17 Multi Receptive Field Network for Semantic Segmentation Yuan Jianlong, Zelu Deng, Wang Shu, Luo Zhenbo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN PDF
2020-11-17 Unsupervised BatchNorm Adaptation : A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Marvin Klingner, Jan-Aike Termöhlen, Jacob Ritterbach, Tim Fingscheidt arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Few-Shot PDF
2020-11-15 Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI Peter M. Full, Fabian Isensee, Paul F. Jäger, Klaus Maier-Hein arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Contour PDF
2020-11-14 Lung Segmentation in Chest X-rays with Res-CR-Net Haikal Abdulah, Benjamin Huber, Sinan Lal, Hassan Abdallah, Hamid Soltanian-Zadeh, Domenico L. Gatti arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Medical CNN PDF
2020-11-13 Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis Daniel Seichter, Mona Köhler, Benjamin Lewandowski, Tim Wengefeld, Horst-Michael Gross arXiv_RO arXiv_RO Segmentation Semantic_Segmentation Pose Detection PDF
2020-11-13 LULC classification by semantic segmentation of satellite images using FastFCN Md. Saif Hassan Onim, Aiman Rafeed Ehtesham, Amreen Anbar, A. K. M. Nazrul Islam, A. K. M. Mahbubur Rahman arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification PDF
2020-11-12 Learning to Segment Dynamic Objects using SLAM Outliers Adrian Bojko, Romain Dupont, Mohamed Tamaazousti, Hervé Le Borgne arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose SLAM PDF
2020-11-11 A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data Nastassya Horlava, Alisa Mironenko, Sebastian Niehaus, Sebastian Wagner, Ingo Roeder, Nico Scherf arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Self-Supervised Classification Medical CNN Image_Classification PDF
2020-11-11 Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning Tobias Scheck, Roman Seidel, Gangolf Hirtz arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation 3D Detection Object_Detection CNN PDF
2020-11-11 Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural Eigenspa Zhiyi Pan, Peng Jiang, Changhe Tu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Attention Prediction PDF
2020-11-10 MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Pose CNN Inference PDF
2020-11-10 Deep Multimodal Fusion by Channel Exchanging Yikai Wang, Wenbing Huang, Fuchun Sun, Tingyang Xu, Yu Rong, Junzhou Huang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification CNN PDF
2020-11-09 Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation Erik Stammes, Tom F.H. Runia, Michael Hofmann, Mohsen Ghafoorian arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Salient Adversarial Pose Classification Attention Prediction PDF
2020-11-09 EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN Scenes Hoang-An Le, Thomas Mensink, Partha Das, Sezer Karaoglu, Theo Gevers arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Face Optical_Flow Prediction PDF
2020-11-06 Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li, Xia Li, Ansheng You, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Zhouchen Lin arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Detection Object_Detection CNN PDF
2020-11-06 'What's This?' -- Learning to Segment Unknown Objects from Manipulation Sequences Wout Boerdijk, Martin Sundermeyer, Maximilian Durner, Rudolph Triebel arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Knowledge Self-Supervised Pose Action PDF
2020-11-05 Street to Cloud: Improving Flood Maps With Crowdsourcing and Semantic Segmentation Veda Sunkara, Matthew Purri, Bertrand Le Saux, Jennifer Adams arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2020-11-03 Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds Yara Ali, Mohamed Afifi, Karim Amer, Mohamed Elhelw arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Drone CNN Autonomous PDF
2020-11-03 Learning Representations from Audio-Visual Spatial Alignment Pedro Morgado, Yi Li, Nuno Vasconcelos arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Represenation_Learning Self-Supervised Pose Action_Recognition Action PDF
2020-11-03 Towards Map-Based Validation of Semantic Segmentation Masks Laura von Rueden, Tim Wirtz, Fabian Hueger, Jan David Schneider, Christian Bauckhage arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Knowledge Pose Autonomous Prediction PDF
2020-11-03 Unsupervised Domain Adaptive Knowledge Distillation for Semantic Segmentation Divya Kothandaraman, Athira Nambiar, Anurag Mittal arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Knowledge Pose Face Autonomous PDF
2020-11-02 CABiNet: Efficient Context Aggregation Network for Low-Latency Semantic Segmentation Saumya Kumaar, Ye Lyu, Francesco Nex, Michael Ying Yang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose CNN Autonomous Prediction PDF
2020-11-02 PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation JuYoung Yang, Chanho Lee, Pyunghwan Ahn, Haeil Lee, Eojindl Yi, Junmo Kim arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Action CNN Prediction PDF
2020-11-02 MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis Rahul Chakwate, Arulkumar Subramaniam, Anurag Mittal arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Represenation_Learning Pose Action Classification Deep_Learning PDF
2020-11-02 Actor and Action Modular Network for Text-based Video Segmentation Jianhua Yang, Yan Huang, Kai Niu, Zhanyu Ma, Liang Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Action CNN Matching PDF
2020-11-02 Highway Driving Dataset for Semantic Video Segmentation Byungju Kim, Junho Yim, Junmo Kim arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Relation Autonomous PDF
2020-11-01 Convolution Neural Networks for Semantic Segmentation: Application to Small Datasets of Biomedical Images Vitaly Nikolaev arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Medical CNN Prediction PDF
2020-10-31 Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation Guoliang Kang, Yunchao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Adversarial Pose Relation Prediction PDF
2020-10-30 End-to-end Animal Image Matting Jizhizi Li, Jing Zhang, Stephen J. Maybank, Dacheng Tao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Image_Matting Pose PDF
2020-10-30 Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation Yangxin Wu, Gengwei Zhang, Hang Xu, Xiaodan Liang, Liang Lin arXiv_CV arXiv_CV NAS Segmentation Semantic_Segmentation Knowledge Pose Relation PDF
2020-10-28 Panoster: End-to-end Panoptic Segmentation of LiDAR Point Clouds Stefano Gasperini, Mohammad-Ali Nikouei Mahani, Alvaro Marcos-Ramiro, Nassir Navab, Federico Tombari arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud Pose Inference Prediction PDF
2020-10-28 Differentiable Channel Pruning Search Yu Zhao, Chung-Kuei Lee arXiv_CV arXiv_CV NAS Segmentation Semantic_Segmentation Pose Classification GAN CNN Image_Classification Matching PDF
2020-10-27 Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning Manu Tom, Rajanie Prabha, Tianyu Wu, Emmanuel Baltsavias, Laura Leal-Taixe, Konrad Schindler arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Face PDF
2020-10-26 GAN Mask R-CNN:Instance semantic segmentation benefits from generativeadversarial networks Quang H. Le, Kamal Youcef-Toumi, Dzmitry Tsetserukou, Ali Jahanian arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Adversarial Detection Object_Detection GAN Medical Autonomous Matching PDF
2020-10-26 Hierarchical Neural Architecture Search for Deep Stereo Matching Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Tom Drummond, Hongdong Li, Zongyuan Ge arXiv_CV arXiv_CV NAS Segmentation Semantic_Segmentation Knowledge Pose Action Classification Inference Matching PDF
2020-10-26 A Centroid Loss for Weakly Supervised Semantic Segmentation in Quality Control and Inspection Application Kai Yao, Alberto Ortiz, Francisco Bonnin-Pascual arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Pose Detection PDF
2020-10-26 Lane detection in complex scenes based on end-to-end neural network Wenbo Liu, Fei Yan, Kuan Tang, Jiyong Zhang, Tao Deng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Face Detection PDF
2020-10-25 Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images Yao Wei, Shunping Ji arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Sparse Pose Boundary_Detection Face Action Deep_Learning Detection PDF
2020-10-25 Coherent Loss: A Generic Framework for Stable Video Segmentation Mingyang Qian, Yi Fu, Xiao Tan, Yingying Li, Jinqing Qi, Huchuan Lu, Shilei Wen, Errui Ding arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose PDF
2020-10-23 Domain Adaptation in LiDAR Semantic Segmentation Inigo Alonso, Luis Riazuelo. Luis Montesano, Ana C. Murillo arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation 3D Pose PDF
2020-10-22 Task-Adaptive Feature Transformer for Few-Shot Segmentation Jun Seo, Young-Hyun Park, Sung-Whan Yoon, Jaekyun Moon arXiv_AI arXiv_AI Transformer Segmentation Semantic_Segmentation Pose Few-Shot PDF
2020-10-22 Efficient Scale-Permuted Backbone with Learned Resource Distribution Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Yin Cui, Mingxing Tan, Quoc Le, Xiaodan Song arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection Image_Classification PDF
2020-10-21 Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training Xiaofeng Liu, Yuzhuo Han, Song Bai, Yi Ge, Tianxing Wang, Xu Han, Site Li, Jane You, Ju Lu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Pose Relation PDF
2020-10-21 UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks Weikai Tan, Dedong Zhang, Lingfei Ma, Ying Li, Lanying Wang, Jonathan Li arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Pose Classification Deep_Learning Detection PDF
2020-10-21 What is Wrong with Continual Learning in Medical Image Segmentation? Camila Gonzalez, Georgios Sakas, Anirban Mukhopadhyay arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Attention Medical Inference PDF
2020-10-21 Dense Dual-Path Network for Real-time Semantic Segmentation Xinneng Yang, Yan Wu, Junqiao Zhao, Feilin Liu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Inference PDF
2020-10-20 TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines Rabab Abdelfattah, Xiaofeng Wang, Song Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Deep_Learning Detection Object_Detection PDF
2020-10-19 The STDyn-SLAM: A stereo vision and semantic segmentation approach for SLAM in dynamic outdoor environments Daniela Esparza, Gerardo Flores arXiv_RO arXiv_RO Segmentation Semantic_Segmentation Pose SLAM Action Detection Object_Detection CNN PDF
2020-10-19 PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister arXiv_CV