Restoration

2022-01-19 Self-Supervised Deep Blind Video Super-Resolution Haoran Bai, Jinshan Pan arXiv_CV arXiv_CV Super_Resolution Restoration Self-Supervised Pose Deep_Learning Optical_Flow PDF
2022-01-18 Dilated Convolutional Neural Networks for Lightweight Diacritics Restoration Bálint Csanády, András Lukács arXiv_CL arXiv_CL Restoration Self-Supervised Relation CNN PDF
2022-01-17 RestoreFormer: High-Quality Blind Face Restoration From Undegraded Key-Value Pairs Zhouxia Wang, Jiawei Zhang, Runjian Chen, Wenping Wang, Ping Luo arXiv_CV arXiv_CV Transformer Reconstruction Restoration Pose Face Action Attention PDF
2022-01-09 MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li arXiv_CV arXiv_CV Transformer Enhancement Recognition Restoration Pose Action Denoising Attention CNN PDF
2022-01-08 Beyond modeling: NLP Pipeline for efficient environmental policy analysis Jordi Planas, Daniel Firebanks-Quevedo, Galina Naydenova, Ramansh Sharma, Cristina Taylor, Kathleen Buckingham, Rong Fang arXiv_CL arXiv_CL Restoration Knowledge Review Pose PDF
2022-01-07 RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images Ziteng Cui, Yingying Zhu, Lin Gu, Guo-Jun Qi, Xiaoxiao Li, Peng Gao, Zenghui Zhang, Tatsuya Harada arXiv_CV arXiv_CV Super_Resolution Restoration Represenation_Learning Self-Supervised Pose Detection Object_Detection PDF
2022-01-05 Cross-SRN: Structure-Preserving Super-Resolution Network with Cross Convolution Yuqing Liu, Qi Jia, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Super_Resolution Restoration Pose Deep_Learning Detection Relation Object_Detection Attention PDF
2022-01-03 Low dosage 3D volume fluorescence microscopy imaging using compressive sensing Varun Mannam, Jacob Brandt, Cody J. Smith, Scott Howard arXiv_CV arXiv_CV Reconstruction 3D Restoration Compressive_Sensing PDF
2022-01-03 FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment Javier Hernandez-Ortega, Julian Fierrez, Ignacio Serna, Aythami Morales arXiv_CV arXiv_CV Recognition Restoration Adversarial Pose Face Deep_Learning Face_Recognition GAN Prediction PDF
2022-01-03 RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng, Yuanhao Cai, Lu Chen, Zheng Gong, Qiqi Bao, Xue Yao, Dong Fang, Shaochong Zhang, Lan Ma arXiv_CV arXiv_CV Transformer Segmentation Restoration Adversarial Pose Detection Attention PDF
2022-01-02 Fast and High-Quality Image Denoising via Malleable Convolutions Yifan Jiang, Bart Wronski, Ben Mildenhall, Jon Barron, Zhangyang Wang, Tianfan Xue arXiv_CV arXiv_CV Segmentation Restoration Classification Denoising CNN PDF
2022-01-01 Image Restoration using Feature-guidance Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan arXiv_CV arXiv_CV Restoration Knowledge Pose Prediction PDF
2021-12-25 DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks Ziyang Liu, Zhengguo Li, Xingming Wu, Zhong Liu, Weihai Chen arXiv_CV arXiv_CV Enhancement Super_Resolution Restoration Knowledge Adversarial Pose Action Deep_Learning GAN PDF
2021-12-22 Entropy Regularized Iterative Weighted Shrinkage-Thresholding Algorithm : An Application to CT Image Restoration Bingxue Wu, Jiao Wei, Chen Li, Yudong Yao, Yueyang Teng arXiv_CV arXiv_CV Restoration Pose PDF
2021-12-17 Global explainability in aligned image modalities Justin Engelmann, Amos Storkey, Miguel O. Bernabeu arXiv_AI arXiv_AI Restoration Knowledge Pose Quantitative Deep_Learning Medical Prediction PDF
2021-12-17 SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian arXiv_CV arXiv_CV Transformer Restoration Zero-Shot Self-Supervised Pose Denoising Attention PDF
2021-12-17 Procedural Kernel Networks Bartlomiej Wronski arXiv_CV arXiv_CV Inpainting Restoration Denoising CNN PDF
2021-12-15 Transcoded Video Restoration by Temporal Spatial Auxiliary Network Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai arXiv_CV arXiv_CV Restoration Self-Supervised Pose Attention PDF
2021-12-13 Deep Attentional Guided Image Filtering Zhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Xiangyang Ji arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Super_Resolution Restoration Pose Attention PDF
2021-12-10 DeepRLS: A Recurrent Network Architecture with Least Squares Implicit Layers for Non-blind Image Deconvolution Iaroslav Koshelev, Daniil Selikhanovych, Stamatios Lefkimmiatis arXiv_CV arXiv_CV Reconstruction Restoration Pose PDF
2021-12-09 Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring Chao Zhu, Hang Dong, Jinshan Pan, Boyang Liang, Yuhao Huang, Lean Fu, Fei Wang arXiv_CV arXiv_CV Restoration RNN Pose PDF
2021-12-08 Revisiting Global Statistics Aggregation for Improving Image Restoration Xiaojie Chu, Liangyu Chen, Chengpeng Chen, Xin Lu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Restoration Pose PDF
2021-12-06 A Survey on Deep learning based Document Image Enhancement Zahra Anvari, Vassilis Athitsos arXiv_CV arXiv_CV Enhancement Recognition OCR Restoration Optical_Character Review Pose Image_Enhancement Survey Action Deep_Learning Denoising Attention PDF
2021-12-04 U2-Former: A Nested U-shaped Transformer for Image Restoration Haobo Ji, Xin Feng, Wenjie Pei, Jinxing Li, Guangming Lu arXiv_CV arXiv_CV Transformer Restoration Pose Contrastive_Learning Action Attention PDF
2021-11-30 MEFNet: Multi-scale Event Fusion Network for Motion Deblurring Lei Sun, Christos Sakaridis, Jingyun Liang, Qi Jiang, Kailun Yang, Peng Sun, Yaozu Ye, Kaiwei Wang, Luc Van Gool arXiv_CV arXiv_CV Restoration Pose PDF
2021-11-30 Revisiting Temporal Alignment for Video Restoration Kun Zhou, Wenbo Li, Liying Lu, Xiaoguang Han, Jiangbo Lu arXiv_CV arXiv_CV Super_Resolution Restoration Pose Denoising PDF
2021-11-29 TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel arXiv_CV arXiv_CV Transformer NAS Embedding Restoration Pose Attention PDF
2021-11-29 Action based Network for Conversation Question Reformulation Zheyu Ye, Jiangning Liu, Qian Yu, Jianxun Ju arXiv_CL arXiv_CL Restoration Action Matching PDF
2021-11-28 3D High-Quality Magnetic Resonance Image Restoration in Clinics Using Deep Learning Hao Li, Jianan Liu arXiv_CV arXiv_CV Super_Resolution 3D Restoration Deep_Learning Inference PDF
2021-11-27 ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior Metin Ersin Arican, Ozgur Kara, Gustav Bredell, Ender Konukoglu arXiv_CV arXiv_CV NAS Reconstruction Inpainting Super_Resolution Restoration Pose Denoising CNN PDF
2021-11-27 Learning Discriminative Shrinkage Deep Networks for Image Deconvolution Pin-Hung Kuo, Jinshan Pan, Shao-Yi Chien, Ming-Hsuan Yang arXiv_CV arXiv_CV Restoration Regularization Pose CNN PDF
2021-11-27 Benchmarking Shadow Removal for Facial Landmark Detection and Beyond Lan Fu, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Wei Feng, Yang Liu, Song Wang arXiv_CV arXiv_CV Facial_Landmark Restoration Adversarial Pose Face Detection Object_Detection PDF
2021-11-26 Machine Unlearning: Learning, Polluting, and Unlearning for Spam Email Nishchal Parne, Kyathi Puppaala, Nithish Bhupathi, Ripon Patgiri arXiv_AI arXiv_AI Restoration Detection PDF
2021-11-26 Natural Scene Text Editing Based on AI Yujie Zhang arXiv_CV arXiv_CV Restoration Scene_Text PDF
2021-11-25 A Novel Framework for Image-to-image Translation and Image Compression Fei Yang, Yaxing Wang, Luis Herranz, Yongmei Cheng, Mikhail Mozerov arXiv_CV arXiv_CV Quantization Style_Transfer Restoration Pose Image_Compression PDF
2021-11-25 Few-Shot Real Image Restoration via Distortion-Relation Guided Transfer Learning Xin Li, Xin Jin, Jun Fu, Xiaoyuan Yu, Bei Tong, Zhibo Chen arXiv_CV arXiv_CV Unsupervised Transfer_Learning Restoration Knowledge Knowledge_Graph Pose Relation Few-Shot PDF
2021-11-23 Romanian Speech Recognition Experiments from the ROBIN Project Andrei-Marius Avram, Vasile Păiş, Dan Tufiş arXiv_CL arXiv_CL Recognition Restoration Speech Pose Action Speech_Recognition Language_Model PDF
2021-11-23 Results of improved fractional/integer order PDE-based binarization model Uche A. Nnolim arXiv_CV arXiv_CV Edge_Detection Restoration Action Detection PDF
2021-11-21 DuDoTrans: Dual-Domain Transformer Provides More Attention for Sinogram Restoration in Sparse-View CT Reconstruction Ce Wang, Kun Shang, Haimiao Zhang, Qian Li, Yuan Hui, S. Kevin Zhou arXiv_CV arXiv_CV Transformer Reconstruction Restoration Sparse Pose Action Attention PDF
2021-11-21 Capitalization and Punctuation Restoration: a Survey Vasile Păiş, Dan Tufiş arXiv_CL arXiv_CL Recognition Restoration Speech Survey Speech_Recognition PDF
2021-11-18 Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang arXiv_CV arXiv_CV Transformer Restoration Pose Action Denoising Attention CNN PDF
2021-11-18 A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration Théo Bodrito (Thoth, Inria, UGA, CNRS, Grenoble INP, LJK), Alexandre Zouaoui (Thoth, Inria, UGA, CNRS, Grenoble INP, LJK), Jocelyn Chanussot (Thoth, Inria, UGA, CNRS, Grenoble INP, LJK), Julien Mairal (Thoth, Inria, UGA, CNRS, Grenoble INP, LJK) arXiv_CV arXiv_CV Restoration Sparse Knowledge Denoising PDF
2021-11-17 SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng, Changjie Lu, Yuxiong Wu, Gaurav Gupta arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Restoration Contrastive_Learning Deep_Learning Detection Object_Detection PDF
2021-11-15 Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction Yuanhao Cai, Jing Lin, Xiaowan Hu, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool arXiv_CV arXiv_CV Transformer Reconstruction 3D Restoration Pose Action Attention PDF
2021-11-14 A Study on the Efficient Product Search Service for the Damaged Image Information Yonghyun Kim arXiv_CV arXiv_CV Inpainting Restoration PDF
2021-11-13 Hyperspectral Mixed Noise Removal via Subspace Representation and Weighted Low-rank Tensor Regularization Hang Zhou, Yanchi Su, Zhanshan Li arXiv_CV arXiv_CV 3D Restoration Regularization Quantitative Relation Denoising PDF
2021-11-12 Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography Hongming Shan, Rodrigo de Barros Vimieiro, Lucas Rodrigues Borges, Marcelo Andrade da Costa Vieira, Ge Wang arXiv_CV arXiv_CV Restoration Pose PDF
2021-11-11 Hybrid Saturation Restoration for LDR Images of HDR Scenes Chaobing Zheng, Zhengguo Li, Shiqian Wu arXiv_CV arXiv_CV Restoration Pose PDF
2021-11-11 FINO: Flow-based Joint Image and Noise Model Lanqing Guo, Siyu Huang, Haosen Liu, Bihan Wen arXiv_CV arXiv_CV Restoration Pose Relation Denoising PDF
2021-11-03 Deep Point Set Resampling via Gradient Fields Haolan Chen, Bi'an Du, Shitong Luo, Wei Hu arXiv_CV arXiv_CV Surveillance Reconstruction Point_Cloud 3D Restoration Optimization Sparse Regularization Pose Face Denoising Autonomous PDF
2021-11-02 ISP-Agnostic Image Reconstruction for Under-Display Cameras Miao Qi, Yuqi Li, Wolfgang Heidrich arXiv_CV arXiv_CV Reconstruction Restoration Pose Deep_Learning PDF
2021-10-30 Functional Neural Networks for Parametric Image Restoration Problems Fangzhou Luo, Xiaolin Wu, Yanhui Guo arXiv_CV arXiv_CV Super_Resolution Restoration Pose Denoising PDF
2021-10-29 An Effective Image Restorer: Denoising and Luminance Adjustment for Low-photon-count Imaging Shansi Zhang, Edmund Y. Lam arXiv_CV arXiv_CV Enhancement Restoration Action Denoising Attention PDF
2021-10-29 Unsupervised PET Reconstruction from a Bayesian Perspective Chenyu Shen, Wenjun Xia, Hongwei Ye, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang arXiv_CV arXiv_CV Reconstruction Unsupervised Inpainting Restoration Regularization Pose Quantitative Denoising Attention PDF
2021-10-27 Improving Super-Resolution Performance using Meta-Attention Layers Matthew Aquilina, Christian Galea, John Abela, Kenneth P. Camilleri, Reuben A. Farrugia arXiv_CV arXiv_CV Super_Resolution Restoration Pose Face Attention CNN PDF
2021-10-25 As if by magic: self-supervised training of deep despeckling networks with MERLIN Emanuele Dalsasso, Loïc Denis, Florence Tupin arXiv_CV arXiv_CV Restoration Self-Supervised Relation PDF
2021-10-25 Learning Continuous Face Representation with Explicit Functions Liping Zhang, Weijun Li, Linjun Sun, Lina Yu, Xin Ning, Xiaoli Dong, Jian Xu, Hong Qin arXiv_CV arXiv_CV Restoration Pose Face Denoising CNN PDF
2021-10-19 ERQA: Edge-Restoration Quality Assessment for Video Super-Resolution Anastasia Kirillova, Eugene Lyapustin, Anastasia Antsiferova, Dmitry Vatolin arXiv_CV arXiv_CV Recognition Super_Resolution Restoration Pose Face QA PDF
2021-10-18 Unsupervised Image Fusion Using Deep Image Priors Xudong Ma, Alin Achim, Paul Hill arXiv_CV arXiv_CV Unsupervised Restoration Pose Deep_Learning Medical PDF
2021-10-18 Salt and pepper noise removal method based on stationary Framelet transform with non-convex sparsity regularization Yingpin Chen, Lingzhi Wang, Huiying Huang, Jianhua Song, Chaoqun Yu, Yanping Xu arXiv_CV arXiv_CV Restoration Sparse Regularization Pose Detection Denoising PDF
2021-10-18 ViraPart: A Text Refinement Framework for ASR and NLP Tasks in Persian Narges Farokhshad, Milad Molazadeh, Saman Jamalabbasi, Hamed Babaei Giglou, Saeed Bibak arXiv_CL arXiv_CL Recognition Bert Restoration Pose Classification PDF
2021-10-18 Towards General Deep Leakage in Federated Learning Jiahui Geng, Yongli Mou, Feifei Li, Qing Li, Oya Beyan, Stefan Decker, Chunming Rong arXiv_AI arXiv_AI Reconstruction Restoration Zero-Shot Pose Relation PDF
2021-10-14 Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather Younkwan Lee, Jihyo Jeon, Yeongmin Ko, Byunggwan Jeon, Moongu Jeon arXiv_CV arXiv_CV Enhancement Restoration Pose Image_Enhancement Deep_Learning Detection Object_Detection Autonomous PDF
2021-10-12 Improved Heatmap-based Landmark Detection Huifeng Yao, Ziyu Guo, Yatao Zhang, Xiaomeng Li arXiv_CV arXiv_CV Restoration Pose Detection GAN PDF
2021-10-09 Invertible Tone Mapping with Selectable Styles Zhuming Zhang, Menghan Xia, Xueting Liu, Chengze Li, Tien-Tsin Wong arXiv_CV arXiv_CV Restoration Pose CNN PDF
2021-10-07 Burst Image Restoration and Enhancement Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Khan, Ming-Hsuan Yang arXiv_CV arXiv_CV Enhancement Super_Resolution Restoration Image_Enhancement PDF
2021-10-04 Fast Scalable Image Restoration using Total Variation Priors and Expectation Propagation Dan Yao, Stephen McLaughlin, Yoann Altmann arXiv_CV arXiv_CV Restoration Optimization Regularization Pose Action Compressive_Sensing Denoising PDF
2021-10-03 Universal Face Restoration With Memorized Modulation Jia Li, Huaibo Huang, Xiaofei Jia, Ran He arXiv_CV arXiv_CV Embedding Unsupervised Enhancement Restoration Pose Face Attention Matching PDF
2021-10-01 Improving Punctuation Restoration for Speech Transcripts via External Data Xue-Yong Fu, Cheng Chen, Md Tahmid Rahman Laskar, Shashi Bhushan TN, Simon Corston-Oliver arXiv_CL arXiv_CL Recognition Bert Restoration Speech Pose Speech_Recognition Language_Model PDF
2021-10-01 Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration Mikael Le Pendu, Christine Guillemot arXiv_CV arXiv_CV Restoration Optimization Regularization Knowledge Pose Denoising CNN PDF
2021-10-01 Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation Dwarikanath Mahapatra arXiv_CV arXiv_CV Segmentation Weakly_Supervised Restoration Self-Supervised Pose Deep_Learning Relation PDF
2021-09-28 VoiceFixer: Toward General Speech Restoration With Neural Vocoder Haohe Liu, Qiuqiang Kong, Qiao Tian, Yan Zhao, DeLiang Wang, Chuanzeng Huang, Yuxuan Wang arXiv_SD arXiv_SD Enhancement Super_Resolution Restoration Speech Pose PDF
2021-09-27 Federated Deep Learning with Bayesian Privacy Hanlin Gu, Lixin Fan, Bowen Li, Yan Kang, Yuan Yao, Qiang Yang arXiv_AI arXiv_AI Restoration Knowledge Pose Classification Deep_Learning Image_Classification PDF
2021-09-24 MODNet-V: Improving Portrait Video Matting via Background Restoration Jiayu Sun, Zhanghan Ke, Lihe Zhang, Huchuan Lu, Rynson W.H. Lau arXiv_CV arXiv_CV Image_Matting Restoration Pose PDF
2021-09-20 R2D: Learning Shadow Removal to Enhance Fine-Context Shadow Detection Jeya Maria Jose Valanarasu, Christina Chen, Vishal M. Patel arXiv_CV arXiv_CV Restoration Pose Detection PDF
2021-09-16 TANet: A new Paradigm for Global Face Super-resolution via Transformer-CNN Aggregation Network Yuanzhi Wang, Tao Lu, Yanduo Zhang, Junjun Jiang, Jiaming Wang, Zhongyuan Wang, Jiayi Ma arXiv_CV arXiv_CV Transformer Reconstruction Facial_Landmark Recognition Super_Resolution Restoration Pose Face Relation Attention Visual_Relation CNN PDF
2021-09-14 Dynamic Attentive Graph Learning for Image Restoration Chong Mou, Jian Zhang, Zhuoyuan Wu arXiv_CV arXiv_CV Restoration Pose Relation Denoising PDF
2021-09-13 IceNet for Interactive Contrast Enhancement Keunsoo Ko, Chang-Su Kim arXiv_CV arXiv_CV Enhancement Restoration Pose PDF
2021-09-10 ReconfigISP: Reconfigurable Camera Image Processing Pipeline Ke Yu, Zexian Li, Yue Peng, Chen Change Loy, Jinwei Gu arXiv_CV arXiv_CV NAS Restoration Pose Detection Object_Detection PDF
2021-09-08 Unfolding Taylor's Approximations for Image Restoration Man Zhou, Zeyu Xiao, Xueyang Fu, Aiping Liu, Gang Yang, Zhiwei Xiong arXiv_CV arXiv_CV Restoration Knowledge Pose Deep_Learning PDF
2021-09-08 Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You, Nuo Chen, Yuexian Zou arXiv_AI arXiv_AI Restoration Represenation_Learning Speech Self-Supervised Pose Attention Prediction QA PDF
2021-09-07 Unpaired Adversarial Learning for Single Image Deraining with Rain-Space Contrastive Constraints Xiang Chen, Jinshan Pan, Kui Jiang, Yufeng Huang, Caihua Kong, Longgang Dai, Yufeng Li arXiv_CV arXiv_CV Embedding Restoration Knowledge Adversarial Pose Contrastive_Learning Deep_Learning Relation GAN PDF
2021-09-06 Machine Learning: Challenges, Limitations, and Compatibility for Audio Restoration Processes Owen Casey, Rushit Dave, Naeem Seliya, Evelyn R Sowells Boone arXiv_SD arXiv_SD Enhancement Restoration Adversarial Speech GAN PDF
2021-09-06 Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery Shahnewaz Ali, Yaqub Jonmohamadi, Ross Crawford, Davide Fontanarosa, Ajay K. Pandey arXiv_RO arXiv_RO Tracking Restoration Knowledge Pose PDF
2021-09-02 Anatomical-Guided Attention Enhances Unsupervised PET Image Denoising Performance Yuya Onishi, Fumio Hashimoto, Kibo Ote, Hiroyuki Ohba, Ryosuke Ota, Etsuji Yoshikawa, Yasuomi Ouchi arXiv_CV arXiv_CV Unsupervised 3D Restoration Optimization Pose Quantitative Denoising Attention CNN PDF
2021-08-25 Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du arXiv_AI arXiv_AI Segmentation Restoration Pose Classification Prediction PDF
2021-08-23 SwinIR: Image Restoration Using Swin Transformer Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Transformer Reconstruction Super_Resolution Restoration Pose Action Denoising CNN PDF
2021-08-19 Image Inpainting using Partial Convolution Harsh Patel, Amey Kulkarni, Shivam Sahni, Udit Vyas arXiv_CV arXiv_CV Inpainting Restoration Deep_Learning PDF
2021-08-19 Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Vishnu Naresh Boddeti arXiv_CV arXiv_CV Restoration Sparse Knowledge Pose Action Quantitative Attention PDF
2021-08-18 Deep Reparametrization of Multi-Frame Super-Resolution and Denoising Goutam Bhat, Martin Danelljan, Fisher Yu, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Super_Resolution Restoration Pose Deep_Learning Denoising Prediction PDF
2021-08-18 Temporal Kernel Consistency for Blind Video Super-Resolution Lichuan Xiang, Royson Lee, Mohamed S. Abdelfattah, Nicholas D. Lane, Hongkai Wen arXiv_AI arXiv_AI Super_Resolution Restoration Quantitative Deep_Learning PDF
2021-08-18 Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment Heliang Zheng, Huan Yang, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo arXiv_CV arXiv_CV Restoration Knowledge Pose GAN QA PDF
2021-08-14 High-dimensional Assisted Generative Model for Color Image Restoration Kai Hong, Chunhua Wu, Cailian Yang, Minghui Zhang, Yancheng Lu, Yuhao Wang, Qiegen Liu arXiv_CV arXiv_CV Unsupervised Inpainting Restoration Pose Deep_Learning Denoising Matching PDF
2021-08-14 A New Entity Extraction Method Based on Machine Reading Comprehension Xiaobo Jiang, Kun He, Jiajun He, Guangyu Yan arXiv_CL arXiv_CL Restoration Pose Action Detection Attention Prediction PDF
2021-08-13 IFR: Iterative Fusion Based Recognizer For Low Quality Scene Text Recognition Zhiwei Jia, Shugong Xu, Shiyi Mu, Yue Tao, Shan Cao, Zhiyong Chen arXiv_CV arXiv_CV Recognition Restoration Pose Scene_Text Quantitative Deep_Learning PDF
2021-08-13 Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion Huanfeng Shen, Menghui Jiang, Jie Li, Chenxia Zhou, Qiangqiang Yuan, Liangpei Zhang arXiv_CV arXiv_CV Restoration Knowledge PDF
2021-08-12 How Computer Science Can Aid Forest Restoration Gemma Gordon, Amelia Holcomb, Tom Kelly, Srinivasan Keshav, Jon Ludlum, Anil Madhavapeddy arXiv_CV arXiv_CV Restoration Face PDF
2021-08-12 Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography Joshua D. Rego, Huaijin Chen, Shuai Li, Jinwei Gu, Suren Jayasuriya arXiv_CV arXiv_CV Restoration Knowledge Pose Action Deep_Learning PDF
2021-08-09 Identifying Wetland Areas in Historical Maps using Deep Convolutional Neural Networks Niclas Ståhl, Lisa Weimann arXiv_AI arXiv_AI Restoration Action Deep_Learning CNN PDF
2021-08-09 Rain Removal and Illumination Enhancement Done in One Go Yecong Wan, Yuanshuo Cheng, Mingwen Shao arXiv_CV arXiv_CV Enhancement Restoration Pose Image_Enhancement PDF
2021-08-08 Visible Watermark Removal via Self-calibrated Localization and Background Refinement Jing Liang, Li Niu, Fengjun Guo, Teng Long, Liqing Zhang arXiv_CV arXiv_CV Restoration Adversarial Pose PDF
2021-08-06 Lights, Camera, Action! A Framework to Improve NLP Accuracy over OCR documents Amit Gupte, Alexey Romanov, Sahitya Mantravadi, Dalitso Banda, Jianjie Liu, Raza Khan, Lakshmanan Ramu Meenal, Benjamin Han, Soundar Srinivasan arXiv_CL arXiv_CL Recognition OCR Restoration Optical_Character Action PDF
2021-08-05 Dual-reference Training Data Acquisition and CNN Construction for Image Super-Resolution Yanhui Guo, Xiao Shu, Xiaolin Wu arXiv_CV arXiv_CV Super_Resolution 3D Restoration Pose Face Deep_Learning Inference PDF
2021-08-04 Optimal Transport for Unsupervised Restoration Learning Wei Wang, Fei Wen, Zeyu Yan, Rendong Ying, Peilin Liu arXiv_CV arXiv_CV Reconstruction Unsupervised Restoration Knowledge Pose PDF
2021-08-03 Wavelet-Based Network For High Dynamic Range Imaging Tianhong Dai, Wei Li, Xilei Cao, Jianzhuang Liu, Xu Jia, Ales Leonardis, Youliang Yan, Shanxin Yuan arXiv_CV arXiv_CV Restoration Pose Deep_Learning Attention Optical_Flow PDF
2021-08-02 Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution Liangbin Xie, Xintao Wang, Chao Dong, Zhongang Qi, Ying Shan arXiv_AI arXiv_AI Super_Resolution Restoration Pose Prediction PDF
2021-07-30 Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields Nolan B. Gutierrez, William J. Beksi arXiv_CV arXiv_CV Super_Resolution Restoration Pose Attention CNN PDF
2021-07-28 Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN Yao Hu, Guohua Geng, Kang Li, Wei Zhou, Xingxing Hao, Xin Cao arXiv_CV arXiv_CV Reconstruction Segmentation Unsupervised Point_Cloud 3D Restoration Pose Classification Matching PDF
2021-07-28 Content-aware Directed Propagation Network with Pixel Adaptive Kernel Attention Min-Cheol Sagong, Yoon-Jae Yeo, Seung-Won Jung, Sung-Jea Ko arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Super_Resolution Restoration Pose Classification Attention CNN Image_Classification PDF
2021-07-22 Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang, Liangbin Xie, Chao Dong, Ying Shan arXiv_CV arXiv_CV Super_Resolution Restoration GAN PDF
2021-07-19 Token-Level Supervised Contrastive Learning for Punctuation Restoration Qiushi Huang, Tom Ko, H Lilian Tang, Xubo Liu, Bo Wu arXiv_CL arXiv_CL Embedding Recognition Restoration Speech Contrastive_Learning Detection Speech_Recognition Language_Model PDF
2021-07-16 Progressive Deep Video Dehazing without Explicit Alignment Estimation Runde Li arXiv_CV arXiv_CV 3D Restoration Pose Optical_Flow PDF
2021-07-15 A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, Jie Yang, Michael Ng arXiv_CV arXiv_CV Enhancement Restoration Optimization Pose PDF
2021-07-14 AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu arXiv_CV arXiv_CV Enhancement Restoration Adversarial Pose Denoising PDF
2021-07-13 Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration Jie Chen, Zaifeng Yang, Tsz Nam Chan, Hui Li, Junhui Hou, Lap-Pui Chau arXiv_CV arXiv_CV Restoration Pose Quantitative Attention PDF
2021-07-13 Multitask Identity-Aware Image Steganography via Minimax Optimization Jiabao Cui, Pengyi Zhang, Songyuan Li, Liangli Zheng, Cuizhu Bao, Jupeng Xia, Xi Li arXiv_CV arXiv_CV Recognition Restoration Optimization Pose Face GAN PDF
2021-07-12 Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Cian Eastwood, Ian Mason, Christopher K. I. Williams, Bernhard Schölkopf arXiv_AI arXiv_AI Restoration Pose Classification PDF
2021-07-12 R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen arXiv_CV arXiv_CV NAS Reinforcement_Learning Restoration RNN Pose Denoising PDF
2021-07-08 Regional Differential Information Entropy for Super-Resolution Image Quality Assessment Ningyuan Xu, Jiayan Zhuang, Jiangjian Xiao, Chengbin Peng arXiv_CV arXiv_CV Quantization Super_Resolution Restoration Pose GAN QA PDF
2021-07-06 HybrUR: A Hybrid Physical-Neural Solution for Unsupervised Underwater Image Restoration Shuaizheng Yan, Xingyu Chen, Zhengxing Wu, Jian Wang, Yue Lu, Min Tan, Junzhi Yu arXiv_CV arXiv_CV Unsupervised Restoration Pose Relation PDF
2021-07-06 A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich, Tomer Michaeli, Ron Meir arXiv_CV arXiv_CV Restoration Attention PDF
2021-07-05 Multi-modality Deep Restoration of Extremely Compressed Face Videos Xi Zhang, Xiaolin Wu arXiv_CV arXiv_CV Quantization Restoration Salient Speech Pose Face Deep_Learning CNN PDF
2021-07-02 On Measuring and Controlling the Spectral Bias of the Deep Image Prior Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek arXiv_CV arXiv_CV Inpainting Super_Resolution Restoration Optimization Pose Denoising PDF
2021-07-02 Deep Mesh Prior: Unsupervised Mesh Restoration using Graph Convolutional Networks Shota Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki arXiv_CV arXiv_CV Unsupervised Restoration Pose Denoising CNN PDF
2021-06-30 BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color Restoration Xinxu Wei, Xianshi Zhang, Shisen Wang, Cheng Cheng, Yanlin Huang, Kaifu Yang, Yongjie Li arXiv_CV arXiv_CV Enhancement Restoration Pose Image_Enhancement Quantitative Deep_Learning CNN PDF
2021-06-29 TUCaN: Progressively Teaching Colourisation to Capsules Rita Pucci, Niki Martinel arXiv_CV arXiv_CV Reconstruction Restoration Pose Action Classification Deep_Learning CNN PDF
2021-06-28 Data augmentation for deep learning based accelerated MRI reconstruction with limited data Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi arXiv_CV arXiv_CV Reconstruction Restoration Pose Classification Deep_Learning Medical PDF
2021-06-28 Progressive Joint Low-light Enhancement and Noise Removal for Raw Images Yucheng Lu, Seung-Won Jung arXiv_CV arXiv_CV Enhancement Restoration Pose Denoising PDF
2021-06-24 QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus Hamdy Mubarak, Amir Hussein, Shammur Absar Chowdhury, Ahmed Ali arXiv_CL arXiv_CL Segmentation Recognition Restoration Speech Speech_Recognition Language_Model QA PDF
2021-06-24 A Global Appearance and Local Coding Distortion based Fusion Framework for CNN based Filtering in Video Coding Jian Yue, Yanbo Gao, Shuai Li, Hui Yuan, Frédéric Dufaux arXiv_CV arXiv_CV Restoration Knowledge Pose CNN PDF
2021-06-23 Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis Zhongliang Li, Zhihao Jin, Xuechen Li, Linlin Shen arXiv_CV arXiv_CV Recognition Restoration Self-Supervised Pose Deep_Learning PDF
2021-06-23 Sentinel-1 and Sentinel-2 Spatio-Temporal Data Fusion for Clouds Removal Alessandro Sebastianelli, Artur Nowakowski, Erika Puglisi, Maria Pia Del Rosso, Jamila Mifdal, Fiora Pirri, Pierre Philippe Mathieu, Silvia Liberata Ullo arXiv_AI arXiv_AI Restoration PDF
2021-06-23 Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks using Switching Tokens Mana Ihori, Naoki Makishima, Tomohiro Tanaka, Akihiko Takashima, Shota Orihashi, Ryo Masumura arXiv_CL arXiv_CL Recognition Restoration Zero-Shot Speech Pose Speech_Recognition PDF
2021-06-20 Underwater Image Restoration via Contrastive Learning and a Real-world Dataset Junlin Han, Mehrdad Shoeiby, Tim Malthus, Elizabeth Botha, Janet Anstee, Saeed Anwar, Ran Wei, Mohammad Ali Armin, Hongdong Li, Lars Petersson arXiv_CV arXiv_CV Unsupervised Restoration Adversarial Pose Contrastive_Learning GAN PDF
2021-06-18 Patch-Based Image Restoration using Expectation Propagation Dan Yao, Stephen McLaughlin, Yoann Altmann arXiv_CV arXiv_CV Inpainting Restoration Denoising Inference PDF
2021-06-17 Controllable Confidence-Based Image Denoising Haley Owsianko, Florian Cassayre, Qiyuan Liang arXiv_CV arXiv_CV Restoration Pose Deep_Learning Denoising PDF
2021-06-15 Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration Prasen Kumar Sharma, Ira Bisht, Arijit Sur arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Restoration Pose_Estimation Pose Deep_Learning PDF
2021-06-14 Context-Aware Image Inpainting with Learned Semantic Priors Wendong Zhang, Junwei Zhu, Ying Tai, Yunbo Wang, Wenqing Chu, Bingbing Ni, Chengjie Wang, Xiaokang Yang arXiv_CV arXiv_CV Inpainting Restoration Knowledge Pose PDF
2021-06-13 Inverting Adversarially Robust Networks for Image Synthesis Renan A. Rojas-Gomez, Raymond A. Yeh, Minh N. Do, Anh Nguyen arXiv_CV arXiv_CV Reconstruction Style_Transfer Restoration Optimization Adversarial Pose Detection Denoising PDF
2021-06-12 Incorporating External POS Tagger for Punctuation Restoration Ning Shi, Wei Wang, Boxin Wang, Jinfeng Li, Xiangyu Liu, Zhouhan Lin arXiv_CL arXiv_CL Recognition Restoration Speech Pose Speech_Recognition Language_Model PDF
2021-06-09 Implicit field learning for unsupervised anomaly detection in medical images Sergio Naval Marimont, Giacomo Tarroni arXiv_CV arXiv_CV Image_Caption Unsupervised Restoration Pose Detection Medical Inference PDF
2021-06-06 Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang, Xiaodong Cun, Jianmin Bao, Jianzhuang Liu arXiv_CV arXiv_CV Transformer Restoration Denoising Attention PDF
2021-06-03 MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Xiubo Geng, Daxin Jiang arXiv_CL arXiv_CL Recognition Bert Restoration Self-Supervised Detection Language_Model Prediction PDF
2021-06-02 NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Aleš Leonardis, Radu Timofte arXiv_CV arXiv_CV Reconstruction Enhancement Restoration Review Pose PDF
2021-06-01 Fourier Space Losses for Efficient Perceptual Image Super-Resolution Dario Fuoli, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Super_Resolution Restoration Pose GAN PDF
2021-06-01 Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk arXiv_CV arXiv_CV Restoration Pose Classification Deep_Learning Attention CNN Image_Classification PDF
2021-05-31 Boosting the Performance of Video Compression Artifact Reduction with Reference Frame Proposals and Frequency Domain Information Yi Xu, Minyi Zhao, Jing Liu, Xinjian Zhang, Longwen Gao, Shuigeng Zhou, Huyang Sun arXiv_CV arXiv_CV Enhancement Restoration Pose Deep_Learning PDF
2021-05-25 Self-Guided Instance-Aware Network for Depth Completion and Enhancement Zhongzhen Luo, Fengjia Zhang, Guoyi Fu, Jiajie Xu arXiv_CV arXiv_CV Enhancement Restoration Sparse Pose Face PDF
2021-05-24 Diacritics Restoration using BERT with Analysis on Czech language Jakub Náplava, Milan Straka, Jana Straková arXiv_CL arXiv_CL Embedding Bert Restoration Pose Prediction PDF
2021-05-23 Structural Pre-training for Dialogue Comprehension Zhuosheng Zhang, Hai Zhao arXiv_AI arXiv_AI Restoration Regularization Knowledge Self-Supervised Pose Relation Language_Model PDF
2021-05-21 Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution Boyan Xu, Hujun Yin arXiv_CV arXiv_CV Super_Resolution Restoration Regularization Knowledge Pose CNN PDF
2021-05-21 LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond Wenbo Li, Kun Zhou, Lu Qi, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia arXiv_CV arXiv_CV Super_Resolution Restoration Face Deep_Learning Denoising PDF
2021-05-20 Detecting and Counting Oysters Behzad Sadrfaridpour, Yiannis Aloimonos, Miao Yu, Yang Tao, Donald Webster arXiv_RO arXiv_RO Tracking Restoration Drone PDF
2021-05-20 Content-adaptive Representation Learning for Fast Image Super-resolution Yukai Shi, Jinghui Qin arXiv_CV arXiv_CV Enhancement Super_Resolution Restoration Represenation_Learning Pose Attention CNN PDF
2021-05-14 Exploiting Aliasing for Manga Restoration Minshan Xie, Menghan Xia, Tien-Tsin Wong arXiv_CV arXiv_CV Restoration Pose Quantitative PDF
2021-05-13 Network Architecture Search for Face Enhancement Rajeev Yasarla, Hamid Reza Vaezi Joze, Vishal M Patel arXiv_CV arXiv_CV NAS Enhancement Recognition Restoration Pose Face Quantitative PDF
2021-05-13 HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen, Xin Lu, Jie Zhang, Xiaojie Chu, Chengpeng Chen arXiv_CV arXiv_CV Restoration Denoising PDF
2021-05-13 GAN Prior Embedded Network for Blind Face Restoration in the Wild Tao Yang (1), Peiran Ren (1), Xuansong Xie (1), Lei Zhang (1 and 2) ((1) DAMO Academy, Alibaba Group, (2) Department of Computing, The Hong Kong Polytechnic University) arXiv_CV arXiv_CV Embedding Restoration Adversarial Pose Face Quantitative GAN PDF
2021-05-12 Operation-wise Attention Network for Tampering Localization Fusion Polychronis Charitidis, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Ioannis Kompatsiaris arXiv_CV arXiv_CV Restoration Knowledge Pose Deep_Learning Attention PDF
2021-05-12 Joint Face Image Restoration and Frontalization for Recognition Xiaoguang Tu, Jian Zhao, Qiankun Liu, Wenjie Ai, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng arXiv_CV arXiv_CV Recognition 3D Restoration Pose Face Quantitative Face_Recognition PDF
2021-05-11 EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration Ruikang Xu, Zeyu Xiao, Jie Huang, Yueyi Zhang, Zhiwei Xiong arXiv_CV arXiv_CV Super_Resolution Restoration Pose Attention PDF
2021-05-07 Toward Interactive Modulation for Photo-Realistic Image Restoration Haoming Cai, Jingwen He, Qiao Yu, Chao Dong arXiv_CV arXiv_CV Reconstruction Restoration Adversarial Pose GAN PDF
2021-05-07 NTIRE 2021 Challenge on Perceptual Image Quality Assessment Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte, Manri Cheon, Sungjun Yoon, Byungyeon Kangg Kang, Junwoo Lee, Qing Zhang, Haiyang Guo, Yi Bin, Yuqing Hou, Hengliang Luo, Jingyu Guo, Zirui Wang, Hai Wang, Wenming Yang, Qingyan Bai, Shuwei Shi, Weihao Xia, Mingdeng Cao, Jiahao Wang, Yifan Chen, Yujiu Yang, Yang Li, Tao Zhang, Longtao Feng, Yiting Liao, Junlin Li, William Thong, Jose Costa Pereira, Ales Leonardis, Steven McDonagh, Kele Xu, Lehan Yang, Hengxing Cai, Pengfei Sun, Seyed Mehdi Ayyoubzadeh, Ali Royat, Sid Ahmed Fezza, Dounia Hammou, Wassim Hamidouche, Sewoong Ahn, Gwangjin Yoon, Koki Tsubota, Hiroaki Akutsu, Kiyoharu Aizawa arXiv_CV arXiv_CV Enhancement Restoration Adversarial Pose GAN QA PDF
2021-05-06 An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment Seyed Mehdi Ayyoubzadeh, Ali Royat arXiv_CV arXiv_CV Enhancement Restoration Adversarial Pose Quantitative Relation Attention CNN PDF
2021-05-05 PD-GAN: Probabilistic Diverse GAN for Image Inpainting Hongyu Liu, Ziyu Wan, Wei Huang, Yibing Song, Xintong Han, Jing Liao arXiv_CV arXiv_CV Inpainting Restoration Pose GAN PDF
2021-05-02 Curious Exploration and Return-based Memory Restoration for Deep Reinforcement Learning Saeed Tafazzol, Erfan Fathi, Mahdi Rezaei, Ehsan Asali arXiv_AI arXiv_AI Reinforcement_Learning Restoration Pose Action Prediction PDF
2021-04-30 NTIRE 2021 Challenge on Video Super-Resolution Sanghyun Son, Suyoung Lee, Seungjun Nah, Radu Timofte, Kyoung Mu Lee arXiv_CV arXiv_CV Super_Resolution Restoration Review Pose PDF
2021-04-30 A Refined Inertial DCA for DC Programming Yu You, Yi-Shuai Niu arXiv_CV arXiv_CV Restoration Pose PDF
2021-04-27 BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C.K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy arXiv_CV arXiv_CV Enhancement Super_Resolution Restoration PDF
2021-04-26 Dynamic Degradation for Image Restoration and Fusion Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Yanning Zhang arXiv_CV arXiv_CV Restoration Pose Deep_Learning Attention PDF
2021-04-23 Region-Adaptive Deformable Network for Image Quality Assessment Shuwei Shi, Qingyan Bai, Mingdeng Cao, Weihao Xia, Jiahao Wang, Yifan Chen, Yujiu Yang arXiv_CV arXiv_CV Enhancement Restoration Adversarial Pose Action Attention GAN QA PDF
2021-04-20 Posterior Sampling for Image Restoration using Explicit Patch Priors Roy Friedman, Yair Weiss arXiv_CV arXiv_CV Restoration PDF
2021-04-19 Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network Ruicheng Feng, Chongyi Li, Huaijin Chen, Shuai Li, Chen Change Loy, Jinwei Gu arXiv_CV arXiv_CV Restoration Knowledge Pose Action GAN PDF
2021-04-19 Restoration of Video Frames from a Single Blurred Image with Motion Understanding Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Chaoning Zhang, In So Kweon arXiv_CV arXiv_CV Transformer Restoration Pose PDF
2021-04-19 Image Inpainting with External-internal Learning and Monochromic Bottleneck Tengfei Wang, Hao Ouyang, Qifeng Chen arXiv_CV arXiv_CV Inpainting Restoration Pose PDF
2021-04-18 Let's See Clearly: Contaminant Artifact Removal for Moving Cameras Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander arXiv_CV arXiv_CV Restoration Pose Quantitative Attention PDF
2021-04-14 On the Design of Deep Priors for Unsupervised Audio Restoration Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Andreas Spanias arXiv_SD arXiv_SD Unsupervised Restoration Pose Deep_Learning Denoising CNN PDF
2021-04-04 Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes Zhihang Zhong, Yinqiang Zheng, Imari Sato arXiv_CV arXiv_CV Restoration Optimization PDF
2021-04-03 Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug arXiv_CV arXiv_CV Reconstruction Unsupervised Restoration Denoising PDF
2021-03-28 Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection Gongjie Zhang, Kaiwen Cui, Tzu-Yi Hung, Shijian Lu arXiv_CV arXiv_CV Restoration Face GAN PDF
2021-03-26 Training a Better Loss Function for Image Restoration Aamir Mustafa, Aliaksei Mikhailiuk, Dan Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk arXiv_CV arXiv_CV Super_Resolution Restoration Regularization Pose Denoising PDF
2021-03-26 UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing Nan Wang, Yabin Zhou, Fenglei Han, Haitao Zhu, Jingzheng Yao arXiv_CV arXiv_CV Unsupervised Restoration Adversarial Pose Quantitative GAN PDF
2021-03-26 Super-Resolving Compressed Video in Coding Chain Dewang Hou, Yang Zhao, Yuyao Ye, Jiayu Yang, Jian Zhang, Ronggang Wang arXiv_CV arXiv_CV Reconstruction Restoration Pose PDF
2021-03-24 Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications Gaochang Wu, Yebin Liu, Lu Fang, Qionghai Dai, Tianyou Chai arXiv_CV arXiv_CV Reconstruction Enhancement Restoration Sparse Pose CNN PDF
2021-03-21 Deep Dense Multi-scale Network for Snow Removal Using Semantic and Geometric Priors Kaihao Zhang, Rongqing Li, Yanjiang Yu, Wenhan Luo, Changsheng Li, Hongdong Li arXiv_CV arXiv_CV Restoration Pose Quantitative Attention PDF
2021-03-19 Extractive Summarization of Call Transcripts Pratik K. Biswas, Aleksandr Iakubovich arXiv_CL arXiv_CL Restoration Summarization PDF
2021-03-17 Single Underwater Image Restoration by Contrastive Learning Junlin Han, Mehrdad Shoeiby, Tim Malthus, Elizabeth Botha, Janet Anstee, Saeed Anwar, Ran Wei, Lars Petersson, Mohammad Ali Armin arXiv_CV arXiv_CV Unsupervised Restoration Adversarial Pose Contrastive_Learning Attention GAN PDF
2021-03-14 Progressive residual learning for single image dehazing Yudong Liang, Bin Wang, Jiaying Liu, Deyu Li, Yuhua Qian, Wenqi Ren arXiv_CV arXiv_CV Restoration Optimization Pose PDF
2021-03-11 Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations Lina Zhuang, Jose M. Bioucas-Dias arXiv_CV arXiv_CV Inpainting Restoration Sparse Denoising PDF
2021-03-10 COLA-Net: Collaborative Attention Network for Image Restoration Chong Mou, Jian Zhang, Xiaopeng Fan, Hangfan Liu, Ronggang Wang arXiv_CV arXiv_CV 3D Restoration Pose Denoising Attention PDF
2021-03-06 ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic Xiangtao Kong, Hengyuan Zhao, Yu Qiao, Chao Dong arXiv_CV arXiv_CV Super_Resolution Restoration Pose Classification PDF
2021-03-05 Interpolation of CT Projections by Exploiting Their Self-Similarity and Smoothness Davood Karimi, Rabab K. Ward arXiv_CV arXiv_CV Reconstruction Restoration Pose Attention Medical PDF
2021-03-04 Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj arXiv_CV arXiv_CV Restoration Pose Action Quantitative Denoising GAN CNN PDF
2021-03-04 Perceptual Image Restoration with High-Quality Priori and Degradation Learning Chaoyi Han, Yiping Duan, Xiaoming Tao, Jianhua Lu arXiv_CV arXiv_CV Embedding Enhancement Restoration Pose QA PDF
2021-03-03 Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks Shiqing Fan, Ye Luo arXiv_CV arXiv_CV Face_Detection Recognition Restoration Optimization Adversarial Pose Face Detection Face_Recognition GAN Matching PDF
2021-03-02 Feature-Align Network and Knowledge Distillation for Efficient Denoising Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra arXiv_CV arXiv_CV Restoration Knowledge Pose Deep_Learning Denoising PDF
2021-02-25 Non-invasive Cognitive-level Human Interfacing for the Robotic Restoration of Reaching & Grasping Ali Shafti, A. Aldo Faisal arXiv_AI arXiv_AI Tracking Restoration Face Action PDF
2021-02-23 Deep Unrolled Network for Video Super-Resolution Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck arXiv_CV arXiv_CV Super_Resolution Restoration Optimization Knowledge Pose Deep_Learning PDF
2021-02-21 Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV Image_Caption Transfer_Learning Restoration Self-Supervised Pose Classification Deep_Learning Medical PDF
2021-02-19 Subjective Assessments of Legibility in Ancient Manuscript Images -- The SALAMI Dataset Simon Brenner, Robert Sablatnig arXiv_CV arXiv_CV Restoration Quantitative PDF
2021-02-19 A GAN-Based Input-Size Flexibility Model for Single Image Dehazing Shichao Kan, Yue Zhang, Fanghui Zhang, Yigang Cen arXiv_CV arXiv_CV Restoration Adversarial Pose GAN PDF
2021-02-17 Introducing the Hidden Neural Markov Chain framework Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski arXiv_CL arXiv_CL Embedding Recognition Restoration RNN Speech Pose PDF
2021-02-15 Corneal Pachymetry by AS-OCT after Descemet's Membrane Endothelial Keratoplasty Friso G. Heslinga, Ruben T. Lucassen, Myrthe A. van den Berg, Luuk van der Hoek, Josien P.W. Pluim, Javier Cabrerizo, Mark Alberti, Mitko Veta arXiv_AI arXiv_AI Restoration Face Deep_Learning PDF
2021-02-15 Plug-and-Play external and internal priors for image restoration Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani arXiv_CV arXiv_CV Restoration Optimization Regularization Pose Medical CNN PDF
2021-02-11 Deep Photo Scan: Semi-supervised learning for dealing with the real-world degradation in smartphone photo scanning Man M. Ho, Jinjia Zhou arXiv_CV arXiv_CV Unsupervised Restoration Adversarial Pose Quantitative GAN PDF
2021-02-10 Learning to Enhance Visual Quality via Hyperspectral Domain Mapping Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang arXiv_CV arXiv_CV Enhancement Restoration Regularization Pose Deep_Learning PDF
2021-02-08 Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator for Medical Image Recovery Moran Xu, Dianlin Hu, Weifei Wu, Weiwen Wu arXiv_CV arXiv_CV Restoration Optimization Adversarial Pose Action Attention GAN Medical PDF
2021-02-05 Image Restoration by Solving IVP Seobin Park, Tae Hyun Kim arXiv_CV arXiv_CV Super_Resolution Restoration Pose Deep_Learning PDF
2021-02-04 Multi-Stage Progressive Image Restoration Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao arXiv_CV arXiv_CV Restoration Pose Face Denoising Attention PDF
2021-02-04 Image Restoration by Deep Projected GSURE Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes arXiv_CV arXiv_CV Super_Resolution Restoration Pose CNN PDF
2021-02-03 Parallax estimation for push-frame satellite imagery: application to super-resolution and 3D surface modeling from Skysat products Jérémy Anger, Thibaud Ehret, Gabriele Facciolo arXiv_CV arXiv_CV Super_Resolution 3D Restoration Pose Face Optical_Flow PDF
2021-02-02 Exploiting Raw Images for Real-Scene Super-Resolution Xiangyu Xu, Yongrui Ma, Wenxiu Sun, Ming-Hsuan Yang arXiv_AI arXiv_AI Super_Resolution Restoration Pose Attention CNN PDF
2021-02-01 Single Image Non-uniform Blur Kernel Estimation via Adaptive Basis Decomposition Guillermo Carbajal, Patricia Vitoria, Mauricio Delbracio, Pablo Musé, José Lezama arXiv_AI arXiv_AI Restoration Pose Deep_Learning Attention PDF
2021-01-25 Learning Structral coherence Via Generative Adversarial Network for Single Image Super-Resolution Yuanzhuo Li, Yunan Zheng, Jie Chen, Zhenyu Xu, Yiguang Liu arXiv_CV arXiv_CV Super_Resolution Restoration Adversarial Pose GAN PDF
2021-01-23 Learning degraded image classification with restoration data fidelity Xiaoyu Lin arXiv_CV arXiv_CV Restoration Pose Classification CNN Image_Classification PDF
2021-01-23 Adaptively Sparse Regularization for Blind Image Restoration Ningshan Xu arXiv_CV arXiv_CV Restoration Sparse Regularization Pose PDF
2021-01-21 Image-to-Image Translation: Methods and Applications Yingxue Pang, Jianxin Lin, Tao Qin, Zhibo Chen arXiv_CV arXiv_CV Segmentation Style_Transfer Restoration Pose_Estimation Pose Attention PDF
2021-01-21 Generative Zero-shot Network Quantization Xiangyu He, Qinghao Hu, Peisong Wang, Jian Cheng arXiv_AI arXiv_AI Quantization Recognition Restoration Zero-Shot Optimization GAN CNN PDF
2021-01-19 Hyperspectral Image Restoration via Multi-mode and Double-weighted Tensor Nuclear Norm Minimization Sheng Liu, Xiaozhen Xie, Wenfeng Kong arXiv_CV arXiv_CV Restoration Pose PDF
2021-01-19 Real-Time Limited-View CT Inpainting and Reconstruction with Dual Domain Based on Spatial Information Ken Deng, Chang Sun, Yitong Liu, Hongwen Yang arXiv_CV arXiv_CV Reconstruction Inpainting Restoration Sparse Adversarial Pose Deep_Learning Relation PDF
2021-01-19 BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring Fu-Jen Tsai, Yan-Tsung Peng, Yen-Yu Lin, Chung-Chi Tsai, Chia-Wen Lin arXiv_CV arXiv_CV Restoration Pose Attention Inference PDF
2021-01-19 Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition Angelo G. Menezes arXiv_AI arXiv_AI Surveillance Recognition Super_Resolution Restoration Pose Face Action Classification Deep_Learning Face_Recognition CNN Image_Classification PDF
2021-01-18 Automatic punctuation restoration with BERT models Attila Nagy, Bence Bial, Judit Ács arXiv_CL arXiv_CL Bert Restoration PDF
2021-01-17 A relic sketch extraction framework based on detail-aware hierarchical deep network Jinye Peng, Jiaxin Wang, Jun Wang, Erlei Zhang, Qunxi Zhang, Yongqin Zhang, Xianlin Peng, Kai Yu arXiv_CV arXiv_CV Edge_Detection Transfer_Learning Restoration Sketch Knowledge Pose Action Quantitative Deep_Learning Detection PDF
2021-01-16 Optical Flow Estimation via Motion Feature Recovery Yang Jiao, Guangming Shi, Trac D. Tran arXiv_CV arXiv_CV Restoration Pose Relation Optical_Flow PDF
2021-01-15 Task-driven Self-supervised Bi-channel Networks Learning for Diagnosis of Breast Cancers with Mammography Ronglin Gong, Zhiyang Lu, Jun Shi arXiv_CV arXiv_CV Restoration Knowledge Self-Supervised Pose Classification Deep_Learning PDF
2021-01-14 DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows Valentin Wolf, Andreas Lugmayr, Martin Danelljan, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Enhancement Super_Resolution Restoration Pose PDF
2021-01-14 GAN Inversion: A Survey Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang arXiv_CV arXiv_CV Restoration Survey GAN PDF
2021-01-11 Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang, Yu Li, Honglun Zhang, Ying Shan arXiv_CV arXiv_CV Restoration Optimization Pose Face GAN Inference PDF
2020-12-27 Structure-Aware Layer Decomposition Learning Based on Gaussian Convolution Model for Inverse Halftoning Chang-Hwan Son arXiv_CV arXiv_CV Restoration Pose PDF
2020-12-24 Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration Haokui Zhang, Ying Li, Chengrong Gong, Hao Chen, Zongwen Bai, Chunhua Shen arXiv_CV arXiv_CV NAS Super_Resolution Restoration Pose Denoising Attention Inference PDF
2020-12-24 MobileSal: Extremely Efficient RGB-D Salient Object Detection Yu-Huan Wu, Yun Liu, Jun Xu, Jia-Wang Bian, Yuchao Gu, Ming-Ming Cheng arXiv_CV arXiv_CV Restoration Salient Pose Action Detection Object_Detection PDF
2020-12-22 Time-Travel Rephotography Xuan Luo, Xuaner Zhang, Paul Yoo, Ricardo Martin-Brualla, Jason Lawrence, Steven M. Seitz arXiv_CV arXiv_CV Restoration Pose Denoising GAN PDF
2020-12-22 Underwater image filtering: methods, datasets and evaluation Chau Yi Li, Riccardo Mazzon, Andrea Cavallaro arXiv_CV arXiv_CV Enhancement Restoration Review Face Survey PDF
2020-12-21 Searching for Controllable Image Restoration Networks Heewon Kim, Sungyong Baik, Myungsub Choi, Janghoon Choi, Kyoung Mu Lee arXiv_CV arXiv_CV NAS Restoration Pose Inference PDF
2020-12-16 Polyblur: Removing mild blur by polynomial reblurring Mauricio Delbracio, Ignacio Garcia-Dorado, Sungjoon Choi, Damien Kelly, Peyman Milanfar arXiv_CV arXiv_CV Super_Resolution Restoration Pose Action PDF
2020-12-15 KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment Soo Ye Kim, Hyeonjun Sim, Munchurl Kim arXiv_CV arXiv_CV Super_Resolution Restoration Pose PDF
2020-12-13 LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou arXiv_CV arXiv_CV Reconstruction Inpainting Restoration Sparse Pose Quantitative Deep_Learning Relation PDF
2020-12-12 Anomaly detection through latent space restoration using vector-quantized variational autoencoders Sergio Naval Marimont, Giacomo Tarroni arXiv_CV arXiv_CV Reconstruction Unsupervised Restoration Pose Detection PDF
2020-12-11 DILIE: Deep Internal Learning for Image Enhancement Indra Deep Mastan, Shanmuganathan Raman arXiv_CV arXiv_CV Style_Transfer Enhancement Restoration Pose Image_Enhancement PDF
2020-12-08 2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network Haoyu Wei, Florian Schiffers, Tobias Würfl, Daming Shen, Daniel Kim, Aggelos K. Katsaggelos, Oliver Cossairt arXiv_CV arXiv_CV Reconstruction Super_Resolution Restoration Sparse Pose PDF
2020-12-08 Bayesian Image Reconstruction using Deep Generative Models Razvan V Marinescu, Daniel Moyer, Polina Golland arXiv_CV arXiv_CV Reconstruction Inpainting Super_Resolution Restoration Face GAN PDF
2020-12-08 Overcomplete Representations Against Adversarial Videos Shao-Yuan Lo, Jeya Maria Jose Valanarasu, Vishal M. Patel arXiv_CV arXiv_CV Recognition Restoration Adversarial Pose PDF
2020-12-06 Brain Co-Processors: Using AI to Restore and Augment Brain Function Rajesh P. N. Rao arXiv_AI arXiv_AI Reinforcement_Learning Restoration Optimization Face Deep_Learning PDF
2020-12-03 EVRNet: Efficient Video Restoration on Edge Devices Sachin Mehta, Amit Kumar, Fitsum Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra arXiv_CV arXiv_CV Super_Resolution Restoration Denoising PDF
2020-12-03 BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy arXiv_CV arXiv_CV Super_Resolution Restoration PDF
2020-12-03 Multi-mode Core Tensor Factorization based Low-Rankness and Its Applications to Tensor Completion Haijin Zeng, Sheng Liu, Jifeng Ning arXiv_CV arXiv_CV Restoration Regularization Pose Denoising PDF
2020-12-01 GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C.K. Chan, Xintao Wang, Xiangyu Xu, Jinwei Gu, Chen Change Loy arXiv_CV arXiv_CV Super_Resolution Restoration Optimization Adversarial Face GAN PDF
2020-12-01 Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Liyuan Pan, Shah Chowdhury, Richard Hartley, Miaomiao Liu, Hongguang Zhang, Hongdong Li arXiv_CV arXiv_CV Restoration Pose Relation Matching PDF
2020-11-30 Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy Ren, Chao Dong arXiv_CV arXiv_CV Restoration Adversarial Pose Quantitative GAN QA PDF
2020-11-28 Towards Fast and Light-Weight Restoration of Dark Images Mohit Lamba, Atul Balaji, Kaushik Mitra arXiv_CV arXiv_CV Surveillance Reconstruction Enhancement Restoration Pose Autonomous PDF
2020-11-27 Navigating the GAN Parameter Space for Semantic Image Editing Anton Cherepkov, Andrey Voynov, Artem Babenko arXiv_CV arXiv_CV Restoration Adversarial GAN PDF
2020-11-27 Deinterlacing Network for Early Interlaced Videos Yang Zhao, Wei Jia, Ronggang Wang, Xiaoping Liu, Xuesong Gao, Weiqiang Chen, Wen Gao arXiv_CV arXiv_CV Reconstruction Restoration Pose PDF
2020-11-25 Rank-One Network: An Effective Framework for Image Restoration Shangqi Gao, Xiahai Zhuang arXiv_CV arXiv_CV Reconstruction Super_Resolution Restoration Pose Denoising PDF
2020-11-24 Learning to Sample the Most Useful Training Patches from Images Shuyang Sun, Liang Chen, Gregory Slabaugh, Philip Torr arXiv_CV arXiv_CV Restoration Inference PDF
2020-11-23 Legacy Photo Editing with Learned Noise Prior Zhao Yuzhi, Po Lai-Man, Wang Xuehui, Liu Kangcheng, Zhang Yujia, Yu Wing-Yin, Xian Pengfei, Xiong Jingjing arXiv_CV arXiv_CV Enhancement Inpainting Restoration Pose Image_Enhancement Denoising GAN Matching PDF
2020-11-20 Compressive Shack-Hartmann Wavefront Sensing based on Deep Neural Networks Peng Jia, Mingyang Ma, Dongmei Cai, Weihua Wang, Juanjuan Li, Can Li arXiv_CV arXiv_CV Reconstruction Restoration Pose Compressive_Sensing PDF
2020-11-18 Dehazing Cost Volume for Deep Multi-view Stereo in Scattering Media with Airlight and Scattering Coefficient Estimation Yuki Fujimura, Motoharu Sonogashira, Masaaki Iiyama arXiv_CV arXiv_CV Reconstruction Point_Cloud 3D Restoration Sparse Pose PDF
2020-11-12 A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul Fieguth, Abbas Khosravi, U Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi arXiv_AI arXiv_AI Segmentation Reinforcement_Learning Restoration Text_Classification Optimization Review Pose Face Classification Deep_Learning Detection Object_Detection Medical Image_Classification PDF
2020-11-11 Distorted image restoration using stacked adversarial network Yi Gu, Yuting Gao, Jie Li, Chentao Wu, Weijia Jia arXiv_CV arXiv_CV Reconstruction Restoration Adversarial Pose Face Quantitative PDF
2020-11-10 Self-Supervised Out-of-Distribution Detection in Brain CT Scans Abinav Ravi Venkatakrishnan, Seong Tae Kim, Rami Eisawy, Franz Pfister, Nassir Navab arXiv_CV arXiv_CV Reconstruction Unsupervised 3D Restoration Self-Supervised Pose Detection Medical Prediction PDF
2020-11-10 Noise2Stack: Improving Image Restoration by Learning from Volumetric Data Mikhail Papkov, Kenny Roberts, Lee Ann Madissoon, Omer Bayraktar, Dmytro Fishman, Kaupo Palo, Leopold Parts arXiv_CV arXiv_CV Restoration Self-Supervised Denoising Medical CNN PDF
2020-11-07 DeepCFL: Deep Contextual Features Learning from a Single Image Indra Deep Mastan, Shanmuganathan Raman arXiv_CV arXiv_CV Unsupervised Inpainting Restoration Pose GAN PDF
2020-11-07 Blind Motion Deblurring through SinGAN Architecture Harshil Jain, Rohit Patil, Indra Deep Mastan, Shanmuganathan Raman arXiv_CV arXiv_CV Restoration Pose GAN PDF
2020-11-07 Data--driven Image Restoration with Option--driven Learning for Big and Small Astronomical Image Datasets Peng Jia, Ruiyu Ning, Ruiqi Sun, Xiaoshan Yang, Dongmei Cai arXiv_CV arXiv_CV Restoration Adversarial Pose Survey GAN PDF
2020-11-03 BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration Majed El Helou, Sabine Süsstrunk arXiv_CV arXiv_CV Inpainting Restoration Pose Deep_Learning Denoising PDF
2020-11-02 Fast Biconnectivity Restoration in Multi-Robot Systems for Robust Communication Maintenance Guangyao Shi, Ishat E Rabban, Pratap Tokekar arXiv_RO arXiv_RO Restoration Optimization Pose PDF
2020-10-29 Learning Deep Interleaved Networks with Asymmetric Co-Attention for Image Restoration Feng Li, Runmin Cong, Huihui Bai, Yifan He, Yao Zhao, Ce Zhu arXiv_CV arXiv_CV Reconstruction Super_Resolution Restoration Pose Quantitative Attention CNN Prediction PDF
2020-10-27 Denoising Prior Driven Deep Neural Network for Image Restoration Weisheng Dong, Peiyao Wang, Wotao Yin, Guangming Shi, Fangfang Wu, Xiaotong Lu arXiv_CV arXiv_CV Super_Resolution Restoration Pose Denoising CNN PDF
2020-10-25 The Perception-Distortion Tradeoff Yochai Blau, Tomer Michaeli arXiv_CV arXiv_CV Super_Resolution Restoration Adversarial Pose GAN PDF
2020-10-24 Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang arXiv_CV arXiv_CV Reconstruction Inpainting Restoration Pose Denoising PDF
2020-10-22 Self-Supervised Shadow Removal Florin-Alexandru Vasluianu, Andres Romero, Luc Van Gool, Radu Timofte arXiv_AI arXiv_AI Unsupervised Restoration Self-Supervised Pose Quantitative Detection PDF
2020-10-12 Implicit Subspace Prior Learning for Dual-Blind Face Restoration Lingbo Yang, Pan Wang, Zhanning Gao, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Restoration Regularization Knowledge Pose Face GAN PDF
2020-10-11 IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration Ziyi Wu, Yueqi Duan, He Wang, Qingnan Fan, Leonidas J. Guibas arXiv_CV arXiv_CV Point_Cloud 3D Restoration Salient Adversarial Pose Face Classification GAN PDF
2020-10-10 An Encoder-Decoder CNN for Hair Removal in Dermoscopic Images Lidia Talavera-Martínez, Pedro Bibiloni, Manuel González-Hidalgo arXiv_AI arXiv_AI Restoration Pose Quantitative Deep_Learning CNN PDF
2020-10-10 Image Generation With Neural Cellular Automatas Mingxiang Chen, Zhecheng Wang arXiv_AI arXiv_AI Restoration Pose PDF
2020-10-09 Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images Xin Feng, Wenjie Pei, Zihui Jia, David Zhang, Guangming Lu arXiv_CV arXiv_CV Restoration Pose PDF
2020-10-06 A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration Avi Shmidman, Joshua Guedalia, Shaltiel Shmidman, Moshe Koppel, Reut Tsarfaty arXiv_CL arXiv_CL Restoration PDF
2020-10-01 Phase retrieval with Bregman divergences and application to audio signal recovery Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte arXiv_SD arXiv_SD Gradient_Descent Restoration Pose PDF
2020-09-30 Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn arXiv_CV arXiv_CV Restoration Pose Deep_Learning PDF
2020-09-26 Recurrent Inference in Text Editing Ning Shi, Ziheng Zeng, Haotian Zhang, Yichen Gong arXiv_CL arXiv_CL Restoration Pose Action Inference PDF
2020-09-20 Transform Domain Pyramidal Dilated Convolution Networks For Restoration of Under Display Camera Images Hrishikesh P.S., Densen Puthussery, Melvin Kuriakose, Jiji C.V arXiv_CV arXiv_CV Restoration Pose GAN CNN PDF
2020-09-18 Progressive Semantic-Aware Style Transformation for Blind Face Restoration Chaofeng Chen, Xiaoming Li, Lingbo Yang, Xianhui Lin, Lei Zhang, Kwan-Yee K. Wong arXiv_CV arXiv_CV Style_Transfer Restoration Pose Face GAN PDF
2020-09-15 Learning a Single Model with a Wide Range of Quality Factors for JPEG Image Artifacts Removal Jianwei Li, Yongtao Wang, Haihua Xie, Kai-Kuang Ma arXiv_CV arXiv_CV Quantization Restoration Pose CNN PDF
2020-09-15 When Automatic Voice Disguise Meets Automatic Speaker Verification Linlin Zheng, Jiakang Li, Meng Sun, Xiongwei Zhang, Thomas Fang Zheng arXiv_AI arXiv_AI Restoration Pose PDF
2020-09-14 Old Photo Restoration via Deep Latent Space Translation Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen, Jing Liao, Fang Wen arXiv_CV arXiv_CV Restoration Pose Face Deep_Learning PDF
2020-09-14 Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan arXiv_CL arXiv_CL Restoration Self-Supervised Pose Face Detection Language_Model Prediction Matching PDF
2020-09-13 Attention Cube Network for Image Restoration Yucheng Hang, Qingmin Liao, Wenming Yang, Yupeng Chen, Jie Zhou arXiv_AI arXiv_AI Restoration Pose Quantitative Relation Attention CNN PDF
2020-09-09 Blind Image Restoration with Flow Based Priors Leonhard Helminger, Michael Bernasconi, Abdelaziz Djelouah, Markus Gross, Christopher Schroers arXiv_CV arXiv_CV Gradient_Descent Enhancement Restoration Optimization Regularization Knowledge Pose Image_Enhancement Denoising PDF
2020-09-07 Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable Yang Liu, Zhenyue Qin, Saeed Anwar, Sabrina Caldwell, Tom Gedeon arXiv_CV arXiv_CV Inpainting Restoration Deep_Learning Denoising PDF
2020-09-06 Romanian Diacritics Restoration Using Recurrent Neural Networks Stefan Ruseti, Teodor-Mihai Cotet, Mihai Dascalu arXiv_CL arXiv_CL Restoration RNN Pose Action PDF
2020-09-02 Convolutional Nonlinear Dictionary with Cascaded Structure Filter Banks Ruiki Kobayashi, Shogo Muramatsu arXiv_CV arXiv_CV Restoration Pose Relation CNN PDF
2020-08-31 Plug-and-Play Image Restoration with Deep Denoiser Prior Kai Zhang, Yawei Li, Wangmeng Zuo, Lei Zhang, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Super_Resolution Restoration Pose CNN PDF
2020-08-29 Self-Organized Operational Neural Networks for Severe Image Restoration Problems Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj arXiv_AI arXiv_AI Restoration Pose Denoising GAN CNN PDF
2020-08-26 NAS-DIP: Learning Deep Image Prior with Neural Architecture Search Yun-Chun Chen, Chen Gao, Esther Robb, Jia-Bin Huang arXiv_CV arXiv_CV NAS Reinforcement_Learning Restoration Pose CNN PDF
2020-08-25 Variational Image Restoration Network Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng arXiv_CV arXiv_CV Super_Resolution Restoration Pose Deep_Learning Denoising Inference PDF
2020-08-22 PNEN: Pyramid Non-Local Enhanced Networks Feida Zhu, Chaowei Fang, Kai-Kuang Ma arXiv_CV arXiv_CV Super_Resolution Restoration Pose Relation Denoising CNN PDF
2020-08-19 Blur-Attention: A boosting mechanism for non-uniform blurred image restoration Xiaoguang Li, Feifan Yang, Kin Man Lam, Li Zhuo, Jiafeng Li arXiv_CV arXiv_CV Restoration Adversarial Pose Attention GAN PDF
2020-08-19 LIRA: Lifelong Image Restoration from Unknown Blended Distortions Jianzhao Liu, Jianxin Lin, Xin Li, Wei Zhou, Sen Liu, Zhibo Chen arXiv_CV arXiv_CV Restoration Knowledge Pose PDF
2020-08-18 UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results Yuqian Zhou, Michael Kwan, Kyle Tolentino, Neil Emerton, Sehoon Lim, Tim Large, Lijiang Fu, Zhihong Pan, Baopu Li, Qirui Yang, Yihao Liu, Jigang Tang, Tao Ku, Shibin Ma, Bingnan Hu, Jiarong Wang, Densen Puthussery, Hrishikesh P S, Melvin Kuriakose, Jiji C V, Varun Sundar, Sumanth Hegde, Divya Kothandaraman, Kaushik Mitra, Akashdeep Jassal, Nisarg A. Shah, Sabari Nathan, Nagat Abdalla Esiad Rahel, Dafan Chen, Shichao Nie, Shuting Yin, Chengconghui Ma, Haoran Wang, Tongtong Zhao, Shanshan Zhao, Joshua Rego, Huaijin Chen, Shuai Li, Zhenhua Hu, Kin Wai Lau, Lai-Man Po, Dahai Yu, Yasar Abbas Ur Rehman, Yiqun Li, Lianping Xing arXiv_CV arXiv_CV Restoration PDF
2020-08-14 Deep Atrous Guided Filter for Image Restoration in Under Display Cameras Varun Sundar, Sumanth Hegde, Divya Kothandaraman, Kaushik Mitra arXiv_CV arXiv_CV Restoration Pose Action PDF
2020-08-14 Unsupervised Image Restoration Using Partially Linear Denoisers Rihuan Ke, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV Unsupervised Restoration Self-Supervised Pose Denoising PDF
2020-08-11 Learned Proximal Networks for Quantitative Susceptibility Mapping Kuo-Wei Lai, Manisha Aggarwal, Peter van Zijl, Xu Li, Jeremias Sulam arXiv_CV arXiv_CV Reconstruction Gradient_Descent Restoration Regularization Pose Quantitative Deep_Learning Medical CNN PDF
2020-08-09 Depth image denoising using nuclear norm and learning graph model Chenggang Yan, Zhisheng Li, Yongbing Zhang, Yutao Liu, Xiangyang Ji, Yongdong Zhang arXiv_CV arXiv_CV 3D Restoration Pose Denoising PDF
2020-08-04 SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance Restoration Mengzuo Huang, Feng Li, Wuhe Zou, Weidong Zhang arXiv_CL arXiv_CL Restoration Pose Deep_Learning Inference PDF
2020-08-03 Rethinking Image Deraining via Rain Streaks and Vapors Yinglong Wang, Yibing Song, Chao Ma, Bing Zeng arXiv_CV arXiv_CV Restoration Pose PDF
2020-08-02 Blind Face Restoration via Deep Multi-scale Component Dictionaries Xiaoming Li, Chaofeng Chen, Shangchen Zhou, Xianhui Lin, Wangmeng Zuo, Lei Zhang arXiv_CV arXiv_CV Restoration Pose Face Quantitative Attention PDF
2020-08-02 Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos Yanhui Guo, Xi Zhang, Xiaolin Wu arXiv_CV arXiv_CV Quantization Restoration Pose Emotion Face Deep_Learning Relation PDF
2020-07-29 A SLAM Map Restoration Algorithm Based on Submaps and an Undirected Connected Graph Zongqian Zhan (1), Wenjie Jian (1), Yihui Li (1), Xin Wang (2), Yang Yue (1) ((1) School of Geodesy and Geomatics, Wuhan University, China, (2) Leibniz University Hannover Institute of Geodesy) arXiv_CV arXiv_CV Tracking Restoration Pose SLAM PDF
2020-07-29 A regularized deep matrix factorized model of matrix completion for image restoration Zhemin Li, Zhi-Qin John Xu, Tao Luo, Hongxia Wang arXiv_CV arXiv_CV Restoration Regularization Pose Deep_Learning PDF
2020-07-26 Substituting Restorative Benefits of Being Outdoors through Interactive Augmented Spatial Soundscapes Swapna Joshi, Kostas Stavrianakis, Sanchari Das arXiv_RO arXiv_RO Restoration Pose Attention GAN PDF
2020-07-23 PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy Ren, Chao Dong arXiv_CV arXiv_CV Super_Resolution Restoration Adversarial Pose Quantitative GAN QA PDF
2020-07-22 Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration Xin Li, Xin Jin, Jianxin Lin, Tao Yu, Sen Liu, Yaojun Wu, Wei Zhou, Zhibo Chen arXiv_CV arXiv_CV Restoration Pose Relation Attention PDF
2020-07-20 Robust Tracking against Adversarial Attacks Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang arXiv_CV arXiv_CV Tracking Restoration Adversarial Pose CNN PDF
2020-07-19 Progressive Multi-Scale Residual Network for Single Image Super-Resolution Yuqing Liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Super_Resolution Restoration Pose Deep_Learning Relation Attention PDF
2020-07-17 Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation Xing Tao, Yuexiang Li, Wenhui Zhou, Kai Ma, Yefeng Zheng arXiv_CV arXiv_CV Segmentation 3D Restoration Self-Supervised Pose Deep_Learning GAN Medical PDF
2020-07-14 Wavelet-Based Dual-Branch Network for Image Demoireing Lin Liu, Jianzhuang Liu, Shanxin Yuan, Gregory Slabaugh, Ales Leonardis, Wengang Zhou, Qi Tian arXiv_CV arXiv_CV Restoration Scene_Text Attention PDF
2020-07-14 Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV Segmentation Transfer_Learning 3D Restoration Represenation_Learning Self-Supervised Pose Classification Medical PDF
2020-07-11 Lightweight Modules for Efficient Deep Learning based Image Restoration Avisek Lahiri, Sourav Bairagya, Sutanu Bera, Siddhant Haldar, Prabir Kumar Biswas arXiv_CV arXiv_CV Reconstruction Inpainting Super_Resolution Restoration Pose Classification Deep_Learning Denoising CNN PDF
2020-07-09 Long-Term Residual Blending Network for Blur Invariant Single Image Blind deblurring Sungkwon An, Hyungmin Roh, Myungjoo Kang arXiv_CV arXiv_CV Restoration Pose PDF
2020-07-05 Blind Inverse Gamma Correction with Maximized Differential Entropy Yong Lee, Shaohua Zhang, Miao Li, Xiaoyu He arXiv_CV arXiv_CV Enhancement Restoration Optimization Pose Medical PDF
2020-07-02 A deep primal-dual proximal network for image restoration Mingyuan Jiu, Nelly Pustelnik arXiv_CV arXiv_CV Restoration Optimization Sparse Pose Classification Deep_Learning Image_Classification PDF
2020-07-01 Low-light Image Restoration with Short- and Long-exposure Raw Pairs Meng Chang, Huajun Feng, Zhihai Xu, Qi Li arXiv_CV arXiv_CV Restoration Pose PDF
2020-06-30 Cross-Scale Internal Graph Neural Network for Image Super-Resolution Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Chen Change Loy arXiv_CV arXiv_CV Super_Resolution Restoration PDF
2020-06-29 The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture Yawei Li, Wen Li, Martin Danelljan, Kai Zhang, Shuhang Gu, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Tracking Restoration Classification Relation CNN Image_Classification PDF
2020-06-28 SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy Emanuele Dalsasso, Loïc Denis, Florence Tupin arXiv_CV arXiv_CV Restoration Pose Denoising CNN PDF
2020-06-24 Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration Lanqing Guo, Saiprasad Ravishankar, Bihan Wen arXiv_CV arXiv_CV Reconstruction Restoration Self-Supervised Pose Denoising Matching PDF
2020-06-22 Feature Alignment and Restoration for Domain Generalization and Adaptation Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen arXiv_CV arXiv_CV Unsupervised Restoration Pose Classification PDF
2020-06-19 Concatenated Attention Neural Network for Image Restoration Tian YingJie, Wang YiQi, Yang LinRui, Qi ZhiQuan arXiv_CV arXiv_CV Restoration Action Denoising Attention Image_Compression PDF
2020-06-16 Explorable Decoding of Compressed Images Yuval Bahat, Tomer Michaeli arXiv_CV arXiv_CV Super_Resolution Restoration Pose Face Action Medical PDF
2020-06-16 Structured and Localized Image Restoration Thomas Eboli, Alex Nowak-Vila, Jian Sun, Francis Bach, Jean Ponce, Alessandro Rudi arXiv_CV arXiv_CV Restoration Prediction PDF
2020-06-16 Multi-Objective CNN Based Algorithm for SAR Despeckling Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio arXiv_CV arXiv_CV Segmentation Restoration Pose Quantitative Classification Deep_Learning Detection CNN PDF
2020-06-16 CNN Acceleration by Low-rank Approximation with Quantized Factors Nikolay Kozyrskiy, Anh-Huy Phan arXiv_CV arXiv_CV Quantization Restoration Pose Classification CNN PDF
2020-06-15 Classifying degraded images over various levels of degradation Kazuki Endo, Masayuki Tanaka, Masatoshi Okutomi arXiv_CV arXiv_CV Restoration Pose Classification CNN PDF
2020-06-11 SLIC-UAV: A Method for monitoring recovery in tropical restoration projects through identification of signature species using UAVs Jonathan Williams, Carola-Bibiane Schönlieb, Tom Swinfield, Bambang Irawan, Eva Achmad, Muhammad Zudhi, Habibi, Elva Gemita, David A. Coomes arXiv_CV arXiv_CV Segmentation Tracking Restoration Prediction PDF
2020-06-11 DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images Pin Tang, Chen Zu, Mei Hong, Rui Yan, Xingchen Peng, Jianghong Xiao, Xi Wu, Jiliu Zhou, Luping Zhou, Yan Wang arXiv_CV arXiv_CV Segmentation Restoration Pose Quantitative Prediction PDF
2020-06-10 DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders Mangal Prakash, Alexander Krull, Florian Jug arXiv_CV arXiv_CV Segmentation Unsupervised Recognition OCR Restoration Optical_Character Pose Deep_Learning Denoising CNN Prediction PDF
2020-06-08 Principles to Practices for Responsible AI: Closing the Gap Daniel Schiff, Bogdana Rakova, Aladdin Ayesh, Anat Fanti, Michael Lennon arXiv_AI arXiv_AI Restoration Review GAN Recommendation PDF
2020-06-08 Neural Sparse Representation for Image Restoration Yuchen Fan, Jiahui Yu, Yiqun Mei, Yulun Zhang, Yun Fu, Ding Liu, Thomas S. Huang arXiv_CV arXiv_CV Super_Resolution Restoration Sparse Denoising Image_Compression PDF
2020-06-07 A Multitask Learning Approach for Diacritic Restoration Sawsan Alqahtani, Ajay Mishra, Mona Diab arXiv_CL arXiv_CL Segmentation Restoration Speech PDF
2020-06-03 CNN Denoisers As Non-Local Filters: The Neural Tangent Denoiser Julián Tachella, Junqi Tang, Mike Davies arXiv_CV arXiv_CV Gradient_Descent 3D Restoration Denoising CNN PDF
2020-06-01 An Online Platform for Automatic Skull Defect Restoration and Cranial Implant Design Jianning Li, Antonio Pepe, Christina Gsaxner, Jan Egger arXiv_CV arXiv_CV 3D Restoration Face Deep_Learning Medical PDF
2020-05-28 Bayesian Restoration of Audio Degraded by Low-Frequency Pulses Modeled via Gaussian Process Hugo Tremonte de Carvalho, Flávio Rainho Ávila, Luiz Wagner Pereira Biscainho arXiv_SD arXiv_SD Restoration Pose Face Action PDF
2020-05-27 Image Restoration from Parametric Transformations using Generative Models Kalliopi Basioti, George V. Moustakides arXiv_CV arXiv_CV Inpainting Super_Resolution Restoration Knowledge PDF
2020-05-21 Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski arXiv_CL arXiv_CL Restoration RNN Speech GAN PDF
2020-05-17 Deep Image Prior Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky arXiv_CV arXiv_CV Inpainting Super_Resolution Restoration Denoising CNN PDF
2020-05-16 The Power of Triply Complementary Priors for Image Compressive Sensing Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu arXiv_CV arXiv_CV Unsupervised Restoration Optimization Pose Compressive_Sensing PDF
2020-05-11 HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Lingbo Yang, Chang Liu, Pan Wang, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Restoration Face GAN PDF
2020-05-08 Hyperspectral Image Restoration via Global Total Variation Regularized Local nonconvex Low-Rank matrix Approximation Haijin Zeng, Xiaozhen Xie, Jifeng Ning arXiv_CV arXiv_CV Restoration Regularization Pose Relation PDF
2020-05-07 Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation Reinhard Heckel, Mahdi Soltanolkotabi arXiv_CV arXiv_CV Gradient_Descent Restoration Optimization Regularization Compressive_Sensing Denoising CNN PDF
2020-05-07 NTIRE 2020 Challenge on NonHomogeneous Dehazing Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal arXiv_CV arXiv_CV Restoration Review Pose PDF
2020-05-06 NTIRE 2020 Challenge on Image Demoireing: Methods and Results Shanxin Yuan, Radu Timofte, Ales Leonardis, Gregory Slabaugh, Xiaotong Luo, Jiangtao Zhang, Yanyun Qu, Ming Hong, Yuan Xie, Cuihua Li, Dejia Xu, Yihao Chu, Qingyan Sun, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Sangmin Kim, Hyungjoon Nam, Jisu Kim, Jechang Jeong, Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee, Bolun Zheng, Xiaohong Liu, Linhui Dai, Jun Chen, Xi Cheng, Zhenyong Fu, Jian Yang, Chul Lee, An Gia Vien, Hyunkook Park, Sabari Nathan, M.Parisa Beham, S Mohamed Mansoor Roomi, Florian Lemarchand, Maxime Pelcat, Erwan Nogues, Densen Puthussery, Hrishikesh P S, Jiji C V, Ashish Sinha, Xuan Zhao arXiv_CV arXiv_CV Enhancement Restoration Review PDF
2020-05-06 Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder Guanlin Li, Shuya Ding, Jun Luo, Chang Liu arXiv_CV arXiv_CV Restoration Adversarial Self-Supervised Pose Classification Denoising CNN PDF
2020-05-04 NTIRE 2020 Challenge on Image and Video Deblurring Seungjun Nah, Sanghyun Son, Radu Timofte, Kyoung Mu Lee arXiv_CV arXiv_CV Restoration Review Pose Relation PDF
2020-04-30 Unsupervised Lesion Detection via Image Restoration with a Normative Prior Xiaoran Chen, Suhang You, Kerem Can Tezcan, Ender Konukoglu arXiv_CV arXiv_CV Unsupervised Restoration Pose Deep_Learning Detection Attention PDF
2020-04-28 Pyramid Attention Networks for Image Restoration Yiqun Mei, Yuchen Fan, Yulun Zhang, Jiahui Yu, Yuqian Zhou, Ding Liu, Yun Fu, Thomas S. Huang, Honghui Shi arXiv_CV arXiv_CV Super_Resolution Restoration Pose Denoising Attention CNN PDF
2020-04-27 Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency Cheng-Ming Chiang, Yu Tseng, Yu-Syuan Xu, Hsien-Kai Kuo, Yi-Min Tsai, Guan-Yu Chen, Koan-Sin Tan, Wei-Ting Wang, Yu-Chieh Lin, Shou-Yao Roy Tseng, Wei-Shiang Lin, Chia-Lin Yu, BY Shen, Kloze Kao, Chia-Ming Cheng, Hung-Jen Chen arXiv_CV arXiv_CV Enhancement Super_Resolution Restoration Optimization Knowledge Image_Enhancement Deep_Learning PDF
2020-04-26 Attention Prior for Real Image Restoration Saeed Anwar, Nick Barnes, Lars Petersson arXiv_CV arXiv_CV Super_Resolution Restoration Pose Quantitative Denoising Attention CNN PDF
2020-04-23 Flexible framework for audio restoration Ondřej Mokrý, Pavel Rajmic, Pavel Záviška arXiv_SD arXiv_SD Quantization Inpainting Restoration PDF
2020-04-23 Virtual SAR: A Synthetic Dataset for Deep Learning based Speckle Noise Reduction Algorithms Shrey Dabhi, Kartavya Soni, Utkarsh Patel, Priyanka Sharma, Manojkumar Parmar arXiv_CV arXiv_CV Restoration Pose Deep_Learning Denoising PDF
2020-04-23 Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation Shaobo Xia, Jingwei Song, Dong Chen, Jun Wang arXiv_CV arXiv_CV Restoration Pose Denoising PDF
2020-04-22 Microscopy Image Restoration using Deep Learning on W2S Martin Chatton arXiv_CV arXiv_CV Super_Resolution Restoration Deep_Learning Denoising Medical Inference PDF
2020-04-22 Distributed Learning and Inference with Compressed Images Sudeep Katakol, Basem Elbarashy, Luis Herranz, Joost van de Weijer, Antonio M. Lopez arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Restoration Adversarial Pose GAN Image_Compression Autonomous Inference PDF
2020-04-20 Bringing Old Photos Back to Life Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen, Jing Liao, Fang Wen arXiv_CV arXiv_CV Restoration Pose Deep_Learning PDF
2020-04-18 Moire Image Restoration using Multi Level Hyper Vision Net D.Sabari Nathan, M.Parisa Beham, S. M. Md Mansoor Roomi arXiv_AI arXiv_AI Restoration Pose Attention PDF
2020-04-13 Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings? Łukasz Augustyniak, Piotr Szymanski, Mikołaj Morzy, Piotr Zelasko, Adrian Szymczak, Jan Mizgajski, Yishay Carmiel, Najim Dehak arXiv_CL arXiv_CL Embedding Recognition Restoration Speech Speech_Recognition Prediction PDF
2020-04-11 KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow Balamurali Murugesan, Sricharan Vijayarangan, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam arXiv_CV arXiv_CV Reconstruction Super_Resolution Restoration Knowledge Pose Deep_Learning Attention PDF
2020-04-10 Real-world Person Re-Identification via Degradation Invariance Learning Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li arXiv_CV arXiv_CV Person_Re-identification Restoration Represenation_Learning Self-Supervised Pose Re-identification PDF
2020-04-08 A single image deep learning approach to restoration of corrupted remote sensing products Anna Petrovskaia, Raghavendra B. Jana, Ivan V. Oseledets arXiv_CV arXiv_CV Reconstruction Restoration Deep_Learning PDF
2020-04-08 DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior Bo Zhou, S. Kevin Zhou arXiv_CV arXiv_CV Reconstruction Restoration Pose PDF
2020-04-07 Plug-and-play ISTA converges with kernel denoisers Ruturaj G. Gavaskar, Kunal N. Chaudhury arXiv_CV arXiv_CV Inpainting Restoration Optimization Regularization Denoising PDF
2020-04-06 Deblurring using Analysis-Synthesis Networks Pair Adam Kaufman, Raanan Fattal arXiv_CV arXiv_CV 3D Restoration Pose Action Relation PDF
2020-04-06 WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement Tsun-An Hsieh, Hsin-Min Wang, Xugang Lu, Yu Tsao arXiv_SD arXiv_SD Enhancement Restoration RNN Speech Pose Denoising CNN Inference PDF
2020-04-06 Cascaded Deep Video Deblurring Using Temporal Sharpness Prior Jinshan Pan, Haoran Bai, Jinhui Tang arXiv_CV arXiv_CV Restoration Knowledge Pose CNN Optical_Flow PDF
2020-04-06 Exploiting Semantics for Face Image Deblurring Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang arXiv_CV arXiv_CV Recognition Restoration Adversarial Pose Face Quantitative Face_Recognition CNN PDF
2020-04-01 Igbo-English Machine Translation: An Evaluation Benchmark Ignatius Ezeani, Paul Rayson, Ikechukwu Onyenwe, Chinedu Uchechukwu, Mark Hepple arXiv_CL arXiv_CL Restoration Speech PDF
2020-04-01 Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn arXiv_CV arXiv_CV Super_Resolution Restoration Pose Classification Relation Denoising PDF
2020-04-01 Image Demoireing with Learnable Bandpass Filters Bolun Zheng, Shanxin Yuan, Gregory Slabaugh, Ales Leonardis arXiv_CV arXiv_CV Restoration Pose Face CNN PDF
2020-04-01 Adversarial Transfer Learning for Punctuation Restoration Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian, Cunhang Fan arXiv_AI arXiv_AI Transformer Embedding Transfer_Learning Bert Restoration Knowledge Adversarial Speech Pose Language_Model Prediction PDF
2020-03-30 Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan, Xiaohang Zhan, Bo Dai, Dahua Lin, Chen Change Loy, Ping Luo arXiv_CV arXiv_CV Reconstruction Restoration Adversarial GAN PDF
2020-03-29 Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation Cheng Ma, Zhenyu Jiang, Yongming Rao, Jiwen Lu, Jie Zhou arXiv_CV arXiv_CV Super_Resolution Restoration Knowledge Pose Face Action Quantitative Deep_Learning PDF
2020-03-28 Learning Invariant Representation for Unsupervised Image Restoration Wenchao Du, Hu Chen, Hongyu Yang arXiv_CV arXiv_CV Unsupervised Restoration Adversarial Self-Supervised Pose PDF
2020-03-25 Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen, Junzhi Yu, Shihan Kong, Zhengxing Wu, Xi Fang, Li Wen arXiv_CV arXiv_CV Restoration Adversarial Pose GAN PDF
2020-03-23 Improving Yor`ub'a Diacritic Restoration Iroro Orife, David I. Adelani, Timi Fasubaa, Victor Williamson, Wuraola Fisayo Oyewusi, Olamilekan Wahab, Kola Tubosun arXiv_CL arXiv_CL Restoration Speech Pose PDF
2020-03-20 Learning the Loss Functions in a Discriminative Space for Video Restoration Younghyun Jo, Jaeyeon Kang, Seoung Wug Oh, Seonghyeon Nam, Peter Vajda, Seon Joo Kim arXiv_CV arXiv_CV Restoration Pose Quantitative Relation GAN Matching PDF
2020-03-17 CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao arXiv_CV arXiv_CV Restoration Pose Denoising CNN Matching PDF
2020-03-17 EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning Lin Wang, Tae-Kyun Kim, Kuk-Jin Yoon arXiv_CV arXiv_CV Reconstruction Unsupervised Super_Resolution Restoration Adversarial Pose PDF
2020-03-16 Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou, Ruofan Zhou, Sabine Süsstrunk arXiv_CV arXiv_CV Super_Resolution Restoration Pose Denoising PDF
2020-03-15 Learning Enriched Features for Real Image Restoration and Enhancement Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao arXiv_CV arXiv_CV Surveillance Enhancement Super_Resolution Restoration Image_Enhancement Denoising Attention Medical CNN PDF
2020-03-12 W2S: A Joint Denoising and Super-Resolution Dataset Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk arXiv_CV arXiv_CV Reconstruction Super_Resolution Restoration Pose Denoising PDF
2020-03-10 Image Restoration for Under-Display Camera Yuqian Zhou, David Ren, Neil Emerton, Sehoon Lim, Timothy Large arXiv_CV arXiv_CV Restoration PDF
2020-03-10 Deep Blind Video Super-resolution Jinshan Pan, Songsheng Cheng, Jiawei Zhang, Jinhui Tang arXiv_CV arXiv_CV Super_Resolution Restoration Pose CNN PDF
2020-03-10 3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising Kaixuan Wei, Ying Fu, Hua Huang arXiv_CV arXiv_CV 3D Restoration Knowledge Pose Relation Denoising PDF
2020-03-09 Restore from Restored: Video Restoration with Pseudo Clean Video Seunghwan Lee, Seobin Park, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim arXiv_CV arXiv_CV Restoration Self-Supervised Pose Denoising CNN Optical_Flow PDF
2020-03-06 Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir arXiv_AI arXiv_AI 3D Restoration Sparse Knowledge Pose CNN PDF
2020-03-05 Harnessing Multi-View Perspective of Light Fields for Low-Light Imaging Mohit Lamba, Kranthi Kumar, Kaushik Mitra arXiv_CV arXiv_CV Reconstruction Enhancement Restoration Pose PDF
2020-03-04 Reveal of Domain Effect: How Visual Restoration Contributes to Object Detection in Aquatic Scenes Xingyu Chen, Yue Lu, Zhengxing Wu, Junzhi Yu, Li Wen arXiv_CV arXiv_CV Restoration Detection Relation Object_Detection CNN PDF
2020-03-04 Restoration of Fragmentary Babylonian Texts Using Recurrent Neural Networks Ethan Fetaya, Yonatan Lifshitz, Elad Aaron, Shai Gordin arXiv_CL arXiv_CL Restoration RNN PDF
2020-03-03 Blind Image Restoration without Prior Knowledge Noam Elron, Shahar S. Yuval, Dmitry Rudoy, Noam Levy arXiv_CV arXiv_CV Restoration Knowledge PDF
2020-03-02 PSF--NET: A Non-parametric Point Spread Function Model for Ground Based Optical Telescopes Peng Jia, Xuebo Wu, Yi Huang, Bojun Cai, Dongmei Cai arXiv_CV arXiv_CV Restoration Pose CNN PDF
2020-02-29 Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning Zhilei Liu, Yunpeng Wu, Le Li, Cuicui Zhang, Baoyuan Wu arXiv_CV arXiv_CV Super_Resolution Restoration Adversarial Pose Face Relation GAN PDF
2020-02-27 Blurry Video Frame Interpolation Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Xiongkuo Min, Zhiyong Gao arXiv_CV arXiv_CV Enhancement Restoration Pose Relation PDF
2020-02-21 Adaptive Quantile Sparse Image Prior for Inverse Imaging Problems Franziska Schirrmacher, Thomas Köhler, Christian Riess arXiv_CV arXiv_CV Restoration Optimization Sparse Regularization Pose Denoising PDF
2020-02-18 Motion Deblurring using Spatiotemporal Phase Aperture Coding Shay Elmalem, Raja Giryes, Emanuel Marom arXiv_CV arXiv_CV Restoration Pose CNN PDF
2020-02-17 Total Deep Variation for Linear Inverse Problems Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock arXiv_CV arXiv_CV Reconstruction Restoration Regularization Pose Deep_Learning Medical PDF
2020-02-17 Learning Deep Gradient Descent Optimization for Image Deconvolution Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang arXiv_CV arXiv_CV Gradient_Descent Restoration Optimization Regularization Pose CNN PDF
2020-02-13 Replacing Mobile Camera ISP with a Single Deep Learning Model Andrey Ignatov, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Restoration Knowledge Pose Deep_Learning Denoising PDF
2020-02-10 Ultra High Fidelity Image Compression with $ell_infty$-constrained Encoding and Deep Decoding Xi Zhang, Xiaolin Wu arXiv_CV arXiv_CV Reconstruction Restoration Image_Compression PDF
2020-02-08 Blank Language Models Tianxiao Shen, Victor Quach, Regina Barzilay, Tommi Jaakkola arXiv_CL arXiv_CL Transformer Style_Transfer Restoration Pose Language_Model PDF
2020-01-23 Reducing the Representation Error of GAN Image Priors Using the Deep Decoder Max Daniels, Paul Hand, Reinhard Heckel arXiv_CV arXiv_CV Restoration Knowledge Compressive_Sensing GAN PDF
2020-01-14 Neural Architecture Search for Deep Image Prior Kary Ho, Andrew Gilbert, Hailin Jin, John Collomosse arXiv_CV arXiv_CV NAS Unsupervised Super_Resolution Restoration Pose PDF
2019-12-16 PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki arXiv_CV arXiv_CV Enhancement Reinforcement_Learning Restoration Salient Pose Action Denoising CNN PDF
2019-12-14 Efficient Convolutional Neural Networks for Diacritic Restoration Sawsan Alqahtani, Ajay Mishra, Mona Diab arXiv_CL arXiv_CL Restoration RNN CNN Inference PDF
2019-12-12 A Benchmark to Sparse Coding: When Group Sparsity Meets Rank Minimization Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu arXiv_CV arXiv_CV Inpainting Restoration Sparse Pose Compressive_Sensing PDF
2019-12-11 Multi-Dimension Modulation for Image Restoration with Dynamic Controllable Residual Learning Jingwen He, Chao Dong, Yu Qiao arXiv_CV arXiv_CV Restoration Pose Attention PDF
2019-12-10 Calcaneus Radiograph Analysis System: Calcaneal Angles Measurement and Fracture Identification Jia Guo, Shumeng Wang, Junxian Chen, Huiqi Li arXiv_CV arXiv_CV Restoration Pose Detection PDF
2019-12-10 Homograph Disambiguation Through Selective Diacritic Restoration Sawsan Alqahtani, Hanan Aldarmaki, Mona Diab arXiv_CL arXiv_CL Restoration Speech Pose PDF
2019-12-09 DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting Indra Deep Mastan, Shanmuganathan Raman arXiv_CV arXiv_CV Unsupervised Super_Resolution Restoration Zero-Shot Pose PDF
2019-12-09 Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features Du Chen, Zewei He, Yanpeng Cao, Jiangxin Yang, Yanlong Cao, Michael Ying Yang, Siliang Tang, Yueting Zhuang arXiv_CV arXiv_CV Super_Resolution Restoration Pose Action Attention CNN PDF
2019-12-05 Revisiting Non Local Sparse Models for Image Restoration Bruno Lecouat, Jean Ponce, Julien Mairal arXiv_CV arXiv_CV Restoration Sparse Pose Deep_Learning Denoising PDF
2019-11-25 Microscopy Image Restoration with Deep Wiener-Kolmogorov filters Valeriya Pronina, Filippos Kokkinos, Dmitry V. Dylov, Stamatios Lefkimmiatis arXiv_CV arXiv_CV Reconstruction Restoration Optimization Regularization Pose Action Deep_Learning Detection Object_Detection Denoising PDF
2019-11-25 Inverse-Transform AutoEncoder for Anomaly Detection Chaoqing Huang, Jinkun Cao, Fei Ye, Maosen Li, Ya Zhang, Cewu Lu arXiv_CV arXiv_CV Reconstruction Restoration Pose Detection PDF
2019-11-19 HighEr-Resolution Network for Image Demosaicing and Enhancing Kangfu Mei, Juncheng Li, Jiajie Zhang, Haoyu Wu, Jie Li, Rui Huang arXiv_CV arXiv_CV Restoration Pose PDF
2019-11-14 Ethanos: Lightweight Bootstrapping for Ethereum Jae-Yun Kim, Jun-Mo Lee, Yeon-Jae Koo, Sang-Hyeon Park, Soo-Mook Moon arXiv_CL arXiv_CL Restoration Optimization Pose Action PDF
2019-11-12 Scientific Image Restoration Anywhere Vibhatha Abeykoon, Zhengchun Liu, Rajkumar Kettimuthu, Geoffrey Fox, Ian Foster arXiv_CV arXiv_CV Quantization Restoration Adversarial Pose Deep_Learning Denoising GAN Inference PDF
2019-11-10 Wavelet-Based Segmentation on the Sphere Xiaohao Cai, Christopher G. R. Wallis, Jennifer Y. H. Chan, Jason D. McEwen arXiv_CV arXiv_CV Segmentation Recognition Inpainting Super_Resolution Restoration Pose Medical PDF
2019-11-03 Image Inpainting by Adaptive Fusion of Variable Spline Interpolations Zahra Nabizadeh, Ghazale Ghorbanzade, Nader Karimi, Shadrokh Samavi arXiv_CV arXiv_CV Reconstruction Enhancement Inpainting Restoration Pose Image_Enhancement PDF
2019-11-02 Segment for Restoration, Restore for Segmentation Weihao Xia, Yujiu Yang arXiv_CV arXiv_CV Segmentation Scene_Parsing Semantic_Segmentation Enhancement Restoration Pose PDF
2019-10-31 Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators Reinhard Heckel, Mahdi Soltanolkotabi arXiv_CV arXiv_CV Gradient_Descent Restoration Regularization Pose Compressive_Sensing Denoising CNN PDF
2019-10-31 On the Proof of Fixed-Point Convergence for Plug-and-Play ADMM Ruturaj G. Gavaskar, Kunal N. Chaudhury arXiv_CV arXiv_CV Restoration Regularization Pose PDF
2019-10-31 Multi-defect microscopy image restoration under limited data conditions Anastasia Razdaibiedina, Jeevaa Velayutham, Miti Modi arXiv_CV arXiv_CV Reconstruction Restoration Adversarial Pose Deep_Learning GAN PDF
2019-10-29 Converged Deep Framework Assembling Principled Modules for CS-MRI Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan arXiv_CV arXiv_CV Reconstruction Restoration Sparse Pose Prediction PDF
2019-10-26 SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction Zhipeng Li, Siqi Ye, Yong Long, Saiprasad Ravishankar arXiv_CV arXiv_CV Reconstruction Unsupervised Restoration Pose PDF
2019-10-23 Facial Expression Restoration Based on Improved Graph Convolutional Networks Zhilei Liu, Le Li, Yunpeng Wu, Cuicui Zhang arXiv_CV arXiv_CV Inpainting Super_Resolution Restoration Adversarial Pose Face Action Quantitative Detection Relation CNN PDF
2019-10-19 Image Restoration Using Deep Regulated Convolutional Networks Peng Liu, Xiaoxiao Zhou, Junyi Yang, El Basha Mohammad D, Ruogu Fang arXiv_CV arXiv_CV Super_Resolution Restoration Pose Action Deep_Learning Denoising Attention CNN PDF
2019-10-17 Annealed Denoising Score Matching: Learning Energy-Based Models in High-Dimensional Spaces Zengyi Li, Yubei Chen, Friedrich T. Sommer arXiv_CV arXiv_CV Inpainting Restoration Pose Detection Denoising GAN Matching PDF
2019-10-17 Deformable Kernel Networks for Joint Image Filtering Beomjun Kim, Jean Ponce, Bumsub Ham arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Restoration Sparse Salient Pose CNN PDF
2019-10-14 Restoration of marker occluded hematoxylin and eosin stained whole slide histology images using generative adversarial networks Bairavi Venkatesh, Tosha Shah, Antong Chen, Soheil Ghafurian arXiv_AI arXiv_AI Restoration Adversarial Relation GAN PDF
2019-10-14 Restoring ancient text using deep learning: a case study on Greek epigraphy Yannis Assael, Thea Sommerschield, Jonathan Prag arXiv_CL arXiv_CL Restoration Action Deep_Learning Prediction PDF
2019-10-10 BitNet: Learning-Based Bit-Depth Expansion Junyoung Byun, Kyujin Shim, Changick Kim arXiv_CV arXiv_CV Restoration Pose Contour PDF
2019-10-09 Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion Xin Deng, Pier Luigi Dragotti arXiv_CV arXiv_CV Reconstruction Super_Resolution Restoration Sparse Pose Action Deep_Learning Denoising CNN PDF
2019-10-07 ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence Chun Pong Lau, Hossein Souri, Rama Chellappa arXiv_CV arXiv_CV Recognition Restoration Adversarial Pose Face Face_Recognition GAN PDF
2019-10-03 High-dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction Nan Meng, Hayden K.-H. So, Xing Sun, Edmund Y. Lam arXiv_CV arXiv_CV Reconstruction Super_Resolution Bert Restoration Pose Face CNN PDF
2019-09-26 Multi-scale Dynamic Feature Encoding Network for Image Demoireing Xi Cheng, Zhenyong Fu, Jian Yang arXiv_CV arXiv_CV Restoration Pose CNN PDF
2019-09-25 Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications Elizabeth Newman, Misha E. Kilmer arXiv_CV arXiv_CV Restoration Pose Image_Compression PDF
2019-09-19 Deeply Matting-based Dual Generative Adversarial Network for Image and Document Label Supervision Yubao Liu, Kai Lin arXiv_CV arXiv_CV Super_Resolution Image_Matting Restoration Adversarial Pose Quantitative GAN PDF
2019-09-18 IR-NAS: Neural Architecture Search for Image Restoration Haokui Zhang, Ying Li, Hao Chen, Chunhua Shen arXiv_CV arXiv_CV NAS Restoration Pose Denoising Attention Inference PDF
2019-09-10 JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video Soo Ye Kim, Jihyong Oh, Munchurl Kim arXiv_CV arXiv_CV Reconstruction Enhancement Super_Resolution Restoration Pose GAN PDF
2019-09-10 Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo arXiv_CV arXiv_CV Restoration Denoising CNN PDF
2019-09-06 DeepInSAR: A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation Xinyao Sun, Aaron Zimmer, Subhayan Mukherjee, Navaneeth Kamballur Kottayil, Parwant Ghuman, Irene Cheng arXiv_CV arXiv_CV Restoration Pose Quantitative Deep_Learning CNN PDF
2019-08-13 Boosted GAN with Semantically Interpretable Information for Image Inpainting Ang Li, Jianzhong Qi, Rui Zhang, Ramamohanarao Kotagiri arXiv_CV arXiv_CV Segmentation Inpainting Restoration Regularization Pose GAN PDF
2019-08-10 DeblurGAN-v2: Deblurring Faster and Better Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang arXiv_CV arXiv_CV Restoration Adversarial GAN PDF
2019-08-08 Manifold Modeling in Embedded Space: A Perspective for Interpreting 'Deep Image Prior' Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki arXiv_CV arXiv_CV Embedding Super_Resolution Restoration Pose Denoising Attention CNN PDF
2019-08-07 Text mining policy: Classifying forest and landscape restoration policy agenda with neural information retrieval John Brandt arXiv_CL arXiv_CL Embedding Unsupervised Transfer_Learning Restoration PDF
2019-08-07 Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging Binh Nguyen, Vu Bao Hung Nguyen, Hien Nguyen, Pham Ngoc Phuong, The-Loc Nguyen, Quoc Truong Do, Luong Chi Mai arXiv_CL arXiv_CL Transformer Recognition Restoration Speech Pose Speech_Recognition Prediction PDF
2019-08-06 Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations Jerin Geo James, Pranay Agrawal, Ajit Rajwade arXiv_CV arXiv_CV Image_Caption Tracking 3D Restoration Sparse Salient Pose Face Compressive_Sensing Optical_Flow PDF
2019-08-05 CameraNet: A Two-Stage Framework for Effective Camera ISP Learning Zhetong Liang, Jianrui Cai, Zisheng Cao, Lei Zhang arXiv_CV arXiv_CV Reconstruction Enhancement Restoration Pose Denoising CNN PDF
2019-08-05 Restricted Linearized Augmented Lagrangian Method for Euler's Elastica Model Yinghui Zhang, Xiaojuan Deng, Jun Zhang, Hongwei Li arXiv_CV arXiv_CV Restoration Pose PDF
2019-08-02 Space-adaptive anisotropic bivariate Laplacian regularization for image restoration Luca Calatroni, Alessandro Lanza, Monica Pragliola, Fiorella Sgallari arXiv_CV arXiv_CV Restoration Regularization Pose PDF
2019-08-01 HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel Rodrigues arXiv_CV arXiv_CV Restoration Pose Quantitative CNN Inference Matching PDF
2019-08-01 Generative Image Inpainting with Submanifold Alignment Ang Li, Jianzhong Qi, Rui Zhang, Xingjun Ma, Kotagiri Ramamohanarao arXiv_CV arXiv_CV Inpainting Restoration Regularization Pose GAN PDF
2019-07-29 Solar Image Restoration with the Cycle-GAN Based on Multi-Fractal Properties of Texture Features Peng Jia, Yi Huang, Bojun Cai, Dongmei Cai arXiv_CV arXiv_CV Restoration Adversarial Pose GAN PDF
2019-07-26 Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms Sreya Banerjee, Rosaura G. VidalMata, Zhangyang Wang, Walter J. Scheirer arXiv_CV arXiv_CV Enhancement Recognition Restoration Classification Detection Object_Detection PDF
2019-07-22 Feature Graph Learning for 3D Point Cloud Denoising Wei Hu, Xiang Gao, Gene Cheung, Zongming Guo arXiv_CV arXiv_CV Quantization Enhancement Point_Cloud 3D Restoration Optimization Denoising PDF
2019-07-10 Dunhuang Grotto Painting Dataset and Benchmark Tianxiu Yu, Shijie Zhang, Cong Lin, Shaodi You arXiv_CV arXiv_CV Restoration Deep_Learning PDF
2019-07-10 Joint Learning of Multiple Image Restoration Tasks Xing Liu, Masanori Suganuma, Takayuki Okatani arXiv_CV arXiv_CV Restoration Knowledge Pose Attention CNN PDF
2019-07-07 An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Yan Wang, Wei Song, Giancarlo Fortino, Lizhe Qi, Wenqiang Zhang, Antonio Liotta arXiv_CV arXiv_CV Enhancement Restoration Review Image_Enhancement Recommendation PDF
2019-07-06 Multi-level Wavelet Convolutional Neural Networks Pengju Liu, Hongzhi Zhang, Wei Lian, Wangmeng Zuo arXiv_CV arXiv_CV Super_Resolution Restoration Sparse Pose Action Classification Denoising CNN PDF
2019-07-05 Depth Restoration: A fast low-rank matrix completion via dual-graph regularization Wenxiang Zuo, Qiang Li, Xianming Liu arXiv_CV arXiv_CV Restoration Regularization Pose PDF
2019-07-02 Brno Mobile OCR Dataset Martin Kišš, Michal Hradiš, Oldřich Kodym arXiv_CV arXiv_CV Recognition OCR Restoration RNN Optical_Character Classification Denoising CNN PDF
2019-07-01 Self-supervised Hyperspectral Image Restoration using Separable Image Prior Ryuji Imamura, Tatsuki Itasaka, Masahiro Okuda arXiv_CV arXiv_CV Restoration Self-Supervised Pose Denoising CNN PDF
2019-06-28 Densely Residual Laplacian Super-Resolution Saeed Anwar, Nick Barnes arXiv_CV arXiv_CV Super_Resolution Restoration Pose Quantitative Attention CNN PDF
2019-06-26 A Generative Model for Punctuation in Dependency Trees Xiang Lisa Li, Dingquan Wang, Jason Eisner arXiv_CL arXiv_CL Reconstruction Restoration Face PDF
2019-06-24 Cross-Channel Correlation Preserved Three-Stream Lightweight CNNs for Demosaicking Niu Yan, Jihong Ouyang arXiv_CV arXiv_CV Restoration Action Relation CNN PDF
2019-06-23 A Review on Deep Learning in Medical Image Reconstruction Haimiao Zhang, Bin Dong arXiv_CV arXiv_CV Reconstruction Restoration Optimization Knowledge Review Deep_Learning Medical PDF
2019-06-17 EnlightenGAN: Deep Light Enhancement without Paired Supervision Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang arXiv_CV arXiv_CV Unsupervised Enhancement Restoration Adversarial Pose Image_Enhancement Deep_Learning Attention GAN PDF
2019-06-16 Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems Tom Tirer, Raja Giryes arXiv_CV arXiv_CV Super_Resolution 3D Restoration Optimization Regularization Pose Denoising PDF
2019-06-13 Training Image Estimators without Image Ground-Truth Zhihao Xia, Ayan Chakrabarti arXiv_CV arXiv_CV Unsupervised Restoration Inference PDF
2019-06-12 Image-Adaptive GAN based Reconstruction Shady Abu Hussein, Tom Tirer, Raja Giryes arXiv_CV arXiv_CV Reconstruction Super_Resolution Restoration Adversarial Pose Face GAN PDF
2019-06-11 FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network Jing Zhang, Dacheng Tao arXiv_CV arXiv_CV Restoration Pose CNN PDF
2019-05-23 Image Fusion via Sparse Regularization with Non-Convex Penalties Nantheera Anantrasirichai, Rencheng Zheng, Ivan Selesnick, Alin Achim arXiv_CV arXiv_CV Restoration Optimization Sparse Regularization Pose Denoising PDF
2019-05-22 Underwater Color Restoration Using U-Net Denoising Autoencoder Yousif Hashisho, Mohamad Albadawi, Tom Krause, Uwe Freiherr von Lukas arXiv_CV arXiv_CV Restoration Knowledge Adversarial Pose Action Denoising GAN PDF
2019-05-22 Segmentation-Aware Image Denoising without Knowing True Segmentation Sicheng Wang, Bihan Wen, Junru Wu, Dacheng Tao, Zhangyang Wang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Restoration Pose Denoising PDF
2019-05-17 Rethinking Atmospheric Turbulence Mitigation Nicholas Chimitt, Zhiyuan Mao, Guanzhe Hong, Stanley H. Chan arXiv_CV arXiv_CV Restoration Optical_Flow PDF
2019-05-09 ROSA: Robust Salient Object Detection against Adversarial Attacks Haofeng Li, Guanbin Li, Yizhou Yu arXiv_CV arXiv_CV Restoration Salient Knowledge Adversarial Pose Detection Object_Detection CNN PDF
2019-05-08 Endoscopy artifact detection challenge dataset Sharib Ali, Felix Zhou, Christian Daul, Barbara Braden, Adam Bailey, Stefano Realdon, James East, Georges Wagnières, Victor Loschenov, Enrico Grisan, Walter Blondel, Jens Rittscher arXiv_AI arXiv_AI Reconstruction 3D Restoration Quantitative Detection GAN PDF
2019-05-07 EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Xintao Wang, Kelvin C.K. Chan, Ke Yu, Chao Dong, Chen Change Loy arXiv_CV arXiv_CV Enhancement Super_Resolution Restoration Pose Attention CNN PDF
2019-05-02 Multi-level Encoder-Decoder Architectures for Image Restoration Indra Deep Mastan, Shanmuganathan Raman arXiv_CV arXiv_CV Reconstruction Inpainting Super_Resolution Restoration Pose Relation Denoising PDF
2019-05-02 Psychoacoustically Motivated Declipping Based on Weighted l1 Minimization Pavel Záviška, Pavel Rajmic, Jíří Schimmel arXiv_SD arXiv_SD Restoration Pose PDF
2019-04-28 An approach to image denoising using manifold approximation without clean images Rohit Jena arXiv_CV arXiv_CV Enhancement Inpainting Super_Resolution Restoration Pose Image_Enhancement Deep_Learning Denoising Medical PDF
2019-04-23 Path-Restore: Learning Network Path Selection for Image Restoration Ke Yu, Xintao Wang, Chao Dong, Xiaoou Tang, Chen Change Loy arXiv_CV arXiv_CV Reinforcement_Learning Restoration Pose Denoising CNN PDF
2019-04-21 Automatic Temporally Coherent Video Colorization Harrish Thasarathan, Kamyar Nazeri, Mehran Ebrahimi arXiv_CV arXiv_CV Restoration Sparse Adversarial Pose PDF
2019-04-19 Deep Likelihood Network for Image Restoration with Multiple Degradations Yiwen Guo, Wangmeng Zuo, Changshui Zhang, Yurong Chen arXiv_CV arXiv_CV Inpainting Super_Resolution Restoration Pose CNN PDF
2019-04-18 On The Classification-Distortion-Perception Tradeoff Dong Liu, Haochen Zhang, Zhiwei Xiong arXiv_CV arXiv_CV Recognition Restoration Pose Classification PDF
2019-04-17 Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers Jingwen He, Chao Dong, Yu Qiao arXiv_CV arXiv_CV Restoration PDF
2019-04-16 Cryo-Electron Microscopy Image Analysis Using Multi-Frequency Vector Diffusion Maps Yifeng Fan, Zhizhen Zhao arXiv_CV arXiv_CV Reconstruction 3D Restoration Pose Classification Denoising Image_Classification PDF
2019-04-16 A Deep Optimization Approach for Image Deconvolution Zhijian Luo, Siyu Chen, Yuntao Qian arXiv_CV arXiv_CV Restoration Optimization Pose PDF
2019-04-16 Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images Ying Da Wang, Ryan Armstrong, Peyman Mostaghimi arXiv_CV arXiv_CV Segmentation Super_Resolution Restoration CNN PDF
2019-04-15 A deep learning framework for quality assessment and restoration in video endoscopy Sharib Ali, Felix Zhou, Adam Bailey, Barbara Braden, James East, Xin Lu, Jens Rittscher arXiv_AI arXiv_AI Inpainting Restoration Regularization Adversarial Pose Deep_Learning Detection Object_Detection GAN Medical CNN PDF
2019-04-14 Lunar surface image restoration using U-net based deep neural networks Hiya Roy, Subhajit Chaudhury, Toshihiko Yamasaki, Danielle DeLatte, Makiko Ohtake, Tatsuaki Hashimoto arXiv_CV arXiv_CV Inpainting Restoration Face PDF
2019-04-10 Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning Ruotent Li, Loong Fah Cheong, Robby T. Tan arXiv_CV arXiv_CV Restoration Adversarial Pose GAN PDF
2019-04-02 Enhance Visual Recognition under Adverse Conditions via Deep Networks Ding Liu, Bowen Cheng, Zhangyang Wang, Haichao Zhang, Thomas S. Huang arXiv_CV arXiv_CV Unsupervised Transfer_Learning Recognition Restoration Pose Deep_Learning PDF
2019-04-02 Fast Bayesian Restoration of Poisson Corrupted Images with INLA Takahiro Kawashima, Hayaru Shouno arXiv_CV arXiv_CV Restoration Pose Medical PDF
2019-04-01 CFSNet: Toward a Controllable Feature Space for Image Restoration Wei Wang, Ruiming Guo, Yapeng Tian, Wenming Yang arXiv_CV arXiv_CV Reconstruction Super_Resolution Restoration Pose Deep_Learning PDF
2019-03-31 An Efficient Approach for Cell Segmentation in Phase Contrast Microscopy Images Lin Zhang arXiv_CV arXiv_CV Segmentation Restoration Sparse Pose Action PDF
2019-03-30 Evolutionary Neural Architecture Search for Image Restoration Gerard Jacques van Wyk, Anna Sergeevna Bosman arXiv_CV arXiv_CV NAS Restoration Sparse