Restoration

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
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 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 Pose Classification CNN Image_Classification PDF
2019-03-30 A HVS-inspired Attention Map to Improve CNN-based Perceptual Losses for Image Restoration Taimoor Tariq, Juan Luis Gonzalez, Munchurl Kim arXiv_CV arXiv_CV Restoration Pose Relation Attention CNN PDF
2019-03-29 Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang, Wangmeng Zuo, Lei Zhang arXiv_CV arXiv_CV Super_Resolution Restoration Pose Quantitative PDF
2019-03-25 Spatially-Adaptive Residual Networks for Efficient Image and Video Deblurring Kuldeep Purohit, A. N. Rajagopalan arXiv_CV arXiv_CV Restoration Pose Quantitative Relation Inference PDF
2019-03-24 Residual Non-local Attention Networks for Image Restoration Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu arXiv_CV arXiv_CV Super_Resolution Restoration Pose Quantitative Denoising Attention CNN PDF
2019-03-21 Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu, Masanori Suganuma, Zhun Sun, Takayuki Okatani arXiv_CV arXiv_CV Restoration Pose PDF
2019-03-19 Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images Corbineau Marie-Caroline, Kouamé Denis, Chouzenoux Emilie, Tourneret Jean-Yves, Pesquet Jean-Christophe arXiv_CV arXiv_CV Segmentation Restoration Pose Medical PDF
2019-03-19 A Matrix-in-matrix Neural Network for Image Super Resolution Hailong Ma, Xiangxiang Chu, Bo Zhang, Shaohua Wan, Bo Zhang arXiv_CV arXiv_CV Super_Resolution Restoration Pose Deep_Learning Attention PDF
2019-03-17 Proximal Splitting Networks for Image Restoration Raied Aljadaany, Dipan K. Pal, Marios Savvides arXiv_CV arXiv_CV Super_Resolution Restoration Pose Denoising CNN PDF
2019-03-14 Deep Residual Autoencoder for quality independent JPEG restoration Simone Zini, Simone Bianco, Raimondo Schettini arXiv_CV arXiv_CV 3D Restoration Knowledge Pose PDF
2019-02-07 Theoretical analysis on Noise2Noise using Stein's Unbiased Risk Estimator for Gaussian denoising: Towards unsupervised training with clipped noisy images Magauiya Zhussip, Shakarim Soltanayev, Se Young Chun arXiv_CV arXiv_CV Unsupervised Restoration Pose Denoising PDF
2019-02-01 Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution Oleksii Sidorov, Jon Yngve Hardeberg arXiv_CV arXiv_CV Inpainting Super_Resolution 3D Restoration Pose Deep_Learning Denoising CNN PDF
2019-01-31 The 2018 PIRM Challenge on Perceptual Image Super-resolution Yochai Blau, Roey Mechrez, Radu Timofte, Tomer Michaeli, Lihi Zelnik-Manor arXiv_CV arXiv_CV Super_Resolution Restoration PDF
2019-01-28 Bridging the Gap Between Computational Photography and Visual Recognition Rosaura G. VidalMata, Sreya Banerjee, Brandon RichardWebster, Michael Albright, Pedro Davalos, Scott McCloskey, Ben Miller, Asong Tambo, Sushobhan Ghosh, Sudarshan Nagesh, Ye Yuan, Yueyu Hu, Junru Wu, Wenhan Yang, Xiaoshuai Zhang, Jiaying Liu, Zhangyang Wang, Hwann-Tzong Chen, Tzu-Wei Huang, Wen-Chi Chin, Yi-Chun Li, Mahmoud Lababidi, Charles Otto, Walter J. Scheirer arXiv_CV arXiv_CV Enhancement Recognition Restoration Pose Quantitative Deep_Learning PDF
2019-01-23 Joint group and residual sparse coding for image compressive sensing Lizhao Li, Song Xiao arXiv_CV arXiv_CV Restoration Sparse Pose Compressive_Sensing PDF
2019-01-22 Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search Xiangxiang Chu, Bo Zhang, Hailong Ma, Ruijun Xu, Jixiang Li, Qingyuan Li arXiv_CV arXiv_CV NAS Reinforcement_Learning Super_Resolution Restoration Pose Quantitative CNN PDF
2019-01-18 Linearized ADMM and Fast Nonlocal Denoising for Efficient Plug-and-Play Restoration Unni V. S., Sanjay Ghosh, Kunal N. Chaudhury arXiv_CV arXiv_CV Super_Resolution 3D Restoration Optimization Regularization Pose Denoising PDF
2019-01-09 GIF2Video: Color Dequantization and Temporal Interpolation of GIF images Yang Wang, Haibin Huang, Chuan Wang, Tong He, Jue Wang, Minh Hoai arXiv_CV arXiv_CV Quantization Restoration Pose Face Contour PDF
2019-01-07 Image Super-Resolution as a Defense Against Adversarial Attacks Aamir Mustafa, Salman H. Khan, Munawar Hayat, Jianbing Shen, Ling Shao arXiv_CV arXiv_CV Enhancement Super_Resolution Restoration Optimization Adversarial Pose Image_Enhancement CNN PDF
2019-01-03 I Can See Clearly Now : Image Restoration via De-Raining Horia Porav, Tom Bruls, Paul Newman arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation Restoration Denoising PDF
2018-12-31 Total Variation with Overlapping Group Sparsity and Lp Quasinorm for Infrared Image Deblurring under Salt-and-Pepper Noise Xingguo Liua, Yinping Chena, Zhenming Penga, Juan Wu arXiv_CV arXiv_CV Restoration Sparse Pose PDF
2018-12-25 Residual Dense Network for Image Restoration Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu arXiv_CV arXiv_CV Super_Resolution Restoration Pose Denoising Image_Compression CNN PDF
2018-12-24 Color Image Enhancement Method Based on Weighted Image Guided Filtering Qi Mu, Yanyan Wei, Zhanli Li arXiv_CV arXiv_CV Enhancement Restoration Pose Image_Enhancement PDF
2018-12-23 Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising Zhihao Xia, Ayan Chakrabarti arXiv_CV arXiv_CV Restoration Pose Denoising PDF
2018-12-23 Estimation and Restoration of Compositional Degradation Using Convolutional Neural Networks Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi arXiv_CV arXiv_CV Restoration Pose CNN PDF
2018-12-19 Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution Alice Lucas, Santiago Lopez Tapia, Rafael Molina, Aggelos K. Katsaggelos arXiv_CV arXiv_CV Super_Resolution Restoration Adversarial Pose Quantitative Deep_Learning GAN PDF
2018-12-19 Sequential Gating Ensemble Network for Noise Robust Multi-Scale Face Restoration Zhibo Chen, Jianxin Lin, Tiankuang Zhou, Feng Wu arXiv_CV arXiv_CV Recognition Restoration Adversarial Pose Face PDF
2018-12-13 Single Image Super-Resolution Using Lightweight CNN with Maxout Units Jae-Seok Choi, Munchurl Kim arXiv_CV arXiv_CV Super_Resolution Restoration Knowledge Pose Action Classification CNN PDF
2018-12-11 Non-Local Recurrent Network for Image Restoration Ding Liu, Bihan Wen, Yuchen Fan, Chen Change Loy, Thomas S. Huang arXiv_CV arXiv_CV Super_Resolution Restoration RNN Pose Relation Denoising PDF
2018-12-03 Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions Masanori Suganuma, Xing Liu, Takayuki Okatani arXiv_CV arXiv_CV Surveillance Gradient_Descent Restoration Pose Attention Autonomous PDF
2018-11-27 Dense xUnit Networks Idan Kligvasser, Tomer Michaeli arXiv_CV arXiv_CV Super_Resolution Restoration Classification Denoising Attention PDF
2018-11-26 Deep Network Interpolation for Continuous Imagery Effect Transition Xintao Wang, Ke Yu, Chao Dong, Xiaoou Tang, Chen Change Loy arXiv_CV arXiv_CV Style_Transfer Restoration Pose CNN PDF
2018-11-21 Gated Context Aggregation Network for Image Dehazing and Deraining Dongdong Chen, Mingming He, Qingnan Fan, Jing Liao, Liheng Zhang, Dongdong Hou, Lu Yuan, Gang Hua arXiv_CV arXiv_CV Restoration Pose Quantitative PDF
2018-11-19 FD-GAN: Face-demorphing generative adversarial network for restoring accomplice's facial image Fei Peng, Le-bing Zhang, Min Long arXiv_CV arXiv_CV Recognition Restoration Adversarial Pose Face Detection Face_Recognition GAN PDF
2018-11-18 Deep Learning with Inaccurate Training Data for Image Restoration Bolin Liu, Xiao Shu, Xiaolin Wu arXiv_CV arXiv_CV Restoration Pose Deep_Learning CNN PDF
2018-11-10 Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki arXiv_AI arXiv_AI Enhancement Reinforcement_Learning Restoration Pose Action Denoising CNN PDF
2018-11-04 Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset Dana Berman, Deborah Levy, Shai Avidan, Tali Treibitz arXiv_CV arXiv_CV Enhancement 3D Restoration Image_Enhancement Quantitative PDF
2018-11-01 Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network Subeesh Vasu, Nimisha Thekke Madam, Rajagopalan A.N arXiv_CV arXiv_CV Super_Resolution Restoration Adversarial Pose CNN PDF
2018-10-31 WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community Yiqing Hua, Cristian Danescu-Niculescu-Mizil, Dario Taraborelli, Nithum Thain, Jeffery Sorensen, Lucas Dixon arXiv_CL arXiv_CL Reconstruction Restoration PDF
2018-10-31 Visual Attention Network for Low Dose CT Wenchao Du, Hu Chen, Peixi Liao, Hongyu Yang, Ge Wang, Yi Zhang arXiv_CV arXiv_CV Restoration Knowledge Adversarial Pose Quantitative Attention GAN PDF
2018-10-30 Image Restoration using Total Variation Regularized Deep Image Prior Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov arXiv_CV arXiv_CV Reconstruction Restoration Regularization Deep_Learning Denoising CNN PDF
2018-10-30 Neural Nearest Neighbors Networks Tobias Plötz, Stefan Roth arXiv_CV arXiv_CV Super_Resolution Restoration Pose Classification Denoising CNN Matching PDF
2018-10-30 Attentive Sequence-to-Sequence Learning for Diacritic Restoration of Yor`ub'a Language Text Iroro Orife arXiv_CL arXiv_CL Recognition Restoration Speech Speech_Recognition PDF
2018-10-26 Deep Convolutional Neural Network Applied to Quality Assessment for Video Tracking Roger Gomez Nieto, Eugenio Tamura Morimitsu arXiv_CV arXiv_CV Surveillance Tracking Recognition Restoration Pose Deep_Learning CNN PDF
2018-10-25 Convolutional Deblurring for Natural Imaging Mahdi S. Hosseini, Konstantinos N. Plataniotis arXiv_CV arXiv_CV Reconstruction Restoration Review Pose Denoising CNN PDF
2018-10-16 Simultaneous Fidelity and Regularization Learning for Image Restoration Dongwei Ren, Wangmeng Zuo, David Zhang, Lei Zhang, Ming-Hsuan Yang arXiv_CV arXiv_CV Restoration Regularization Pose Denoising PDF
2018-10-16 DN-ResNet: Efficient Deep Residual Network for Image Denoising Haoyu Ren, Mostafa El-Khamy, Jungwon Lee arXiv_CV arXiv_CV Enhancement 3D Restoration Knowledge Pose Image_Enhancement Deep_Learning Denoising CNN PDF
2018-10-15 Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission Electron Microscopy Data Tim-Oliver Buchholz, Mareike Jordan, Gaia Pigino, Florian Jug arXiv_CV arXiv_CV Segmentation Restoration Pose Deep_Learning Denoising PDF
2018-09-12 Visual-Quality-Driven Learning for Underwater Vision Enhancement Walysson Vital Barbosa, Henrique Grandinetti Barbosa Amaral, Thiago Lages Rocha, Erickson Rangel Nascimento arXiv_CV arXiv_CV Enhancement Restoration Pose PDF
2018-09-11 Non-blind Image Restoration Based on Convolutional Neural Network Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi arXiv_CV arXiv_CV Restoration Pose CNN PDF
2018-08-31 Performance Analysis of Plug-and-Play ADMM: A Graph Signal Processing Perspective Stanley H. Chan arXiv_CV arXiv_CV Restoration Optimization Denoising PDF
2018-08-31 Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks Santiago Pascual, Antonio Bonafonte, Joan Serrà, Jose A. Gonzalez arXiv_SD arXiv_SD Enhancement Restoration Adversarial Speech Contour GAN PDF
2018-08-30 Artifacts Detection and Error Block Analysis from Broadcasted Videos Md Mehedi Hasan, Tasneem Rahman, Kiok Ahn, Oksam Chae arXiv_CV arXiv_CV Surveillance Restoration Pose Detection PDF
2018-08-29 Autoencoders, Kernels, and Multilayer Perceptrons for Electron Micrograph Restoration and Compression Jeffrey M. Ede arXiv_CV arXiv_CV Restoration Denoising PDF
2018-08-28 Deconvolution and Restoration of Optical Endomicroscopy Images Ahmed Karam Eldaly, Yoann Altmann, Antonios Perperidis, Nikola Krstajic, Tushar Choudhary, Kevin Dhaliwal, Stephen McLaughlin arXiv_CV arXiv_CV Restoration Sparse Pose Detection PDF
2018-08-25 Restoration of Pansharpened Images by Conditional Filtering in the PCA Domain Joan Duran, Antoni Buades arXiv_CV arXiv_CV Enhancement Restoration Pose PDF
2018-08-11 Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang arXiv_CV arXiv_CV Restoration Pose Action Quantitative Classification Deep_Learning Denoising CNN PDF
2018-08-10 CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble Chenyu You, Yi Zhang, Xiaoliu Zhang, Guang Li, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang, Wenxiang Cong, Punam K. Saha, Ge Wang arXiv_CV arXiv_CV Super_Resolution Restoration Adversarial Pose Action Quantitative Deep_Learning GAN Medical CNN PDF
2018-08-09 Noise2Noise: Learning Image Restoration without Clean Data Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila arXiv_CV arXiv_CV Reconstruction Restoration Denoising PDF
2018-08-06 X-GANs: Image Reconstruction Made Easy for Extreme Cases Longfei Liu, Sheng Li, Yisong Chen, Guoping Wang arXiv_CV arXiv_CV Reconstruction Inpainting Restoration Sparse Adversarial Pose Face Denoising GAN Image_Compression PDF
2018-08-03 The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling Bihan Wen, Yanjun Li, Yoram Bresler arXiv_CV arXiv_CV Reconstruction Inpainting Restoration Sparse Regularization Pose Denoising PDF
2018-08-02 Physics-Based Generative Adversarial Models for Image Restoration and Beyond Jinshan Pan, Yang Liu, Jiangxin Dong, Jiawei Zhang, Jimmy Ren, Jinhui Tang, Yu-Wing Tai, Ming-Hsuan Yang arXiv_CV arXiv_CV Restoration Adversarial Pose GAN PDF
2018-07-31 Deep Graph Laplacian Regularization Jin Zeng, Jiahao Pang, Wenxiu Sun, Gene Cheung, Ruichao Xiao arXiv_CV arXiv_CV Restoration Sparse Regularization Pose Deep_Learning Denoising CNN PDF
2018-07-30 Multi-bin Trainable Linear Unit for Fast Image Restoration Networks Shuhang Gu, Radu Timofte, Luc Van Gool arXiv_CV arXiv_CV Super_Resolution Restoration Pose Denoising PDF
2018-07-30 Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-Decoder Jeffrey M. Ede arXiv_CV arXiv_CV Restoration CNN PDF
2018-07-29 U-Finger: Multi-Scale Dilated Convolutional Network for Fingerprint Image Denoising and Inpainting Ramakrishna Prabhu, Xiaojing Yu, Zhangyang Wang, Ding Liu, Anxiao Jiang arXiv_CV arXiv_CV Inpainting Restoration Denoising CNN PDF
2018-07-26 Linkage between Piecewise Constant Mumford-Shah model and ROF model and its virtue in image segmentation Xiaohao Cai, Raymond Chan, Carola-Bibiane Schonlieb, Gabriele Steidl, Tieyong Zeng arXiv_CV arXiv_CV Segmentation Restoration PDF
2018-07-18 Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding Weisheng Dong, Zhangxi Yan, Xin Li, Guangming Shi arXiv_CV arXiv_CV Restoration Sparse Knowledge Pose Deep_Learning CNN PDF
2018-07-18 Maintaining Natural Image Statistics with the Contextual Loss Roey Mechrez, Itamar Talmi, Firas Shama, Lihi Zelnik-Manor arXiv_CV arXiv_CV Super_Resolution Restoration Adversarial Pose Face GAN PDF
2018-07-17 Learning Generic Diffusion Processes for Image Restoration Peng Qiao, Yong Dou, Yunjin Chen, Wensen Feng arXiv_CV arXiv_CV Restoration Regularization Pose Action Denoising PDF
2018-07-12 Subsampled Turbulence Removal Network Wai Ho Chak, Chun Pong Lau, Lok Ming Lui arXiv_CV arXiv_CV Restoration Pose GAN PDF
2018-07-09 Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians Milad Niknejad, Jose M. Bioucas-Dias, Mario A.T. Figueiredo arXiv_CV arXiv_CV Inpainting Restoration Pose Denoising PDF
2018-07-09 External Patch-Based Image Restoration Using Importance Sampling Milad Niknejad, Jose M. Bioucas-Dias, Mario A.T. Figueiredo arXiv_CV arXiv_CV Restoration Pose PDF
2018-07-09 Generating objects going well with the surroundings Jeesoo Kim, Jaeyoung Yoo, Jangho Kim, Nojun Kwak arXiv_CV arXiv_CV Segmentation Style_Transfer Restoration Adversarial Pose Detection Object_Detection PDF
2018-06-30 Improved Techniques for Learning to Dehaze and Beyond: A Collective Study Yu Liu, Guanlong Zhao, Boyuan Gong, Yang Li, Ritu Raj, Niraj Goel, Satya Kesav, Sandeep Gottimukkala, Zhangyang Wang, Wenqi Ren, Dacheng Tao arXiv_CV arXiv_CV Restoration Review Pose Detection Object_Detection PDF
2018-06-16 Latent Convolutional Models ShahRukh Athar, Evgeniy Burnaev, Victor Lempitsky arXiv_CV arXiv_CV Embedding Inpainting Restoration Adversarial GAN CNN PDF
2018-03-01 Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search Masanori Suganuma, Mete Ozay, Takayuki Okatani arXiv_CV arXiv_CV Restoration Adversarial Pose CNN PDF
2017-08-07 MemNet: A Persistent Memory Network for Image Restoration Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu arXiv_CV arXiv_CV Super_Resolution Restoration Pose Attention CNN PDF

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