Restoration
Restoration
-
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
-
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
-
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
-
Subjective Assessments of Legibility in Ancient Manuscript Images -- The SALAMI Dataset
Simon Brenner, Robert Sablatnig
arXiv_CV
arXiv_CV
Restoration
Quantitative
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Image Restoration by Solving IVP
Seobin Park, Tae Hyun Kim
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Deep_Learning
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
Learning degraded image classification with restoration data fidelity
Xiaoyu Lin
arXiv_CV
arXiv_CV
Restoration
Pose
Classification
CNN
Image_Classification
PDF
-
Adaptively Sparse Regularization for Blind Image Restoration
Ningshan Xu
arXiv_CV
arXiv_CV
Restoration
Sparse
Regularization
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
Automatic punctuation restoration with BERT models
Attila Nagy, Bence Bial, Judit Ács
arXiv_CL
arXiv_CL
Bert
Restoration
PDF
-
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
-
Optical Flow Estimation via Motion Feature Recovery
Yang Jiao, Guangming Shi, Trac D. Tran
arXiv_CV
arXiv_CV
Restoration
Pose
Relation
Optical_Flow
PDF
-
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
-
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
-
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
-
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
-
Structure-Aware Layer Decomposition Learning Based on Gaussian Convolution Model for Inverse Halftoning
Chang-Hwan Son
arXiv_CV
arXiv_CV
Restoration
Pose
PDF
-
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
-
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
-
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
-
Underwater image filtering: methods, datasets and evaluation
Chau Yi Li, Riccardo Mazzon, Andrea Cavallaro
arXiv_CV
arXiv_CV
Enhancement
Restoration
Review
Face
Survey
PDF
-
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
-
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
-
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
-
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
-
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
-
DILIE: Deep Internal Learning for Image Enhancement
Indra Deep Mastan, Shanmuganathan Raman
arXiv_CV
arXiv_CV
Style_Transfer
Enhancement
Restoration
Pose
Image_Enhancement
PDF
-
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
-
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
-
Overcomplete Representations Against Adversarial Videos
Shao-Yuan Lo, Jeya Maria Jose Valanarasu, Vishal M. Patel
arXiv_CV
arXiv_CV
Recognition
Restoration
Adversarial
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Navigating the GAN Parameter Space for Semantic Image Editing
Anton Cherepkov, Andrey Voynov, Artem Babenko
arXiv_CV
arXiv_CV
Restoration
Adversarial
GAN
PDF
-
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
-
Rank-One Network: An Effective Framework for Image Restoration
Shangqi Gao, Xiahai Zhuang
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Restoration
Pose
Denoising
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
DeepCFL: Deep Contextual Features Learning from a Single Image
Indra Deep Mastan, Shanmuganathan Raman
arXiv_CV
arXiv_CV
Unsupervised
Inpainting
Restoration
Pose
GAN
PDF
-
Blind Motion Deblurring through SinGAN Architecture
Harshil Jain, Rohit Patil, Indra Deep Mastan, Shanmuganathan Raman
arXiv_CV
arXiv_CV
Restoration
Pose
GAN
PDF
-
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
-
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
-
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
-
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
-
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
-
The Perception-Distortion Tradeoff
Yochai Blau, Tomer Michaeli
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Adversarial
Pose
GAN
PDF
-
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
-
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
-
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
-
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
-
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
-
Image Generation With Neural Cellular Automatas
Mingxiang Chen, Zhecheng Wang
arXiv_AI
arXiv_AI
Restoration
Pose
PDF
-
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
-
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
-
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
-
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
-
Recurrent Inference in Text Editing
Ning Shi, Ziheng Zeng, Haotian Zhang, Yichen Gong
arXiv_CL
arXiv_CL
Restoration
Pose
Action
Inference
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Romanian Diacritics Restoration Using Recurrent Neural Networks
Stefan Ruseti, Teodor-Mihai Cotet, Mihai Dascalu
arXiv_CL
arXiv_CL
Restoration
RNN
Pose
Action
PDF
-
Convolutional Nonlinear Dictionary with Cascaded Structure Filter Banks
Ruiki Kobayashi, Shogo Muramatsu
arXiv_CV
arXiv_CV
Restoration
Pose
Relation
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Unsupervised Image Restoration Using Partially Linear Denoisers
Rihuan Ke, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Unsupervised
Restoration
Self-Supervised
Pose
Denoising
PDF
-
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
-
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
-
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
-
Rethinking Image Deraining via Rain Streaks and Vapors
Yinglong Wang, Yibing Song, Chao Ma, Bing Zeng
arXiv_CV
arXiv_CV
Restoration
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Robust Tracking against Adversarial Attacks
Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang
arXiv_CV
arXiv_CV
Tracking
Restoration
Adversarial
Pose
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Explorable Decoding of Compressed Images
Yuval Bahat, Tomer Michaeli
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Face
Action
Medical
PDF
-
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
-
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
-
CNN Acceleration by Low-rank Approximation with Quantized Factors
Nikolay Kozyrskiy, Anh-Huy Phan
arXiv_CV
arXiv_CV
Quantization
Restoration
Pose
Classification
CNN
PDF
-
Classifying degraded images over various levels of degradation
Kazuki Endo, Masayuki Tanaka, Masatoshi Okutomi
arXiv_CV
arXiv_CV
Restoration
Pose
Classification
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
A Multitask Learning Approach for Diacritic Restoration
Sawsan Alqahtani, Ajay Mishra, Mona Diab
arXiv_CL
arXiv_CL
Segmentation
Restoration
Speech
PDF
-
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
-
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
-
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
-
Image Restoration from Parametric Transformations using Generative Models
Kalliopi Basioti, George V. Moustakides
arXiv_CV
arXiv_CV
Inpainting
Super_Resolution
Restoration
Knowledge
PDF
-
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
-
Deep Image Prior
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
arXiv_CV
arXiv_CV
Inpainting
Super_Resolution
Restoration
Denoising
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Flexible framework for audio restoration
Ondřej Mokrý, Pavel Rajmic, Pavel Záviška
arXiv_SD
arXiv_SD
Quantization
Inpainting
Restoration
PDF
-
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
-
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
-
Microscopy Image Restoration using Deep Learning on W2S
Martin Chatton
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Deep_Learning
Denoising
Medical
Inference
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Plug-and-play ISTA converges with kernel denoisers
Ruturaj G. Gavaskar, Kunal N. Chaudhury
arXiv_CV
arXiv_CV
Inpainting
Restoration
Optimization
Regularization
Denoising
PDF
-
Deblurring using Analysis-Synthesis Networks Pair
Adam Kaufman, Raanan Fattal
arXiv_CV
arXiv_CV
3D
Restoration
Pose
Action
Relation
PDF
-
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
-
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
-
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
-
Igbo-English Machine Translation: An Evaluation Benchmark
Ignatius Ezeani, Paul Rayson, Ikechukwu Onyenwe, Chinedu Uchechukwu, Mark Hepple
arXiv_CL
arXiv_CL
Restoration
Speech
PDF
-
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
-
Image Demoireing with Learnable Bandpass Filters
Bolun Zheng, Shanxin Yuan, Gregory Slabaugh, Ales Leonardis
arXiv_CV
arXiv_CV
Restoration
Pose
Face
CNN
PDF
-
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
-
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
-
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
-
Learning Invariant Representation for Unsupervised Image Restoration
Wenchao Du, Hu Chen, Hongyu Yang
arXiv_CV
arXiv_CV
Unsupervised
Restoration
Adversarial
Self-Supervised
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Image Restoration for Under-Display Camera
Yuqian Zhou, David Ren, Neil Emerton, Sehoon Lim, Timothy Large
arXiv_CV
arXiv_CV
Restoration
PDF
-
Deep Blind Video Super-resolution
Jinshan Pan, Songsheng Cheng, Jiawei Zhang, Jinhui Tang
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
Restoration of Fragmentary Babylonian Texts Using Recurrent Neural Networks
Ethan Fetaya, Yonatan Lifshitz, Elad Aaron, Shai Gordin
arXiv_CL
arXiv_CL
Restoration
RNN
PDF
-
Blind Image Restoration without Prior Knowledge
Noam Elron, Shahar S. Yuval, Dmitry Rudoy, Noam Levy
arXiv_CV
arXiv_CV
Restoration
Knowledge
PDF
-
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
-
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
-
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
-
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
-
Motion Deblurring using Spatiotemporal Phase Aperture Coding
Shay Elmalem, Raja Giryes, Emanuel Marom
arXiv_CV
arXiv_CV
Restoration
Pose
CNN
PDF
-
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
-
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
-
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
-
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
-
Blank Language Models
Tianxiao Shen, Victor Quach, Regina Barzilay, Tommi Jaakkola
arXiv_CL
arXiv_CL
Transformer
Style_Transfer
Restoration
Pose
Language_Model
PDF
-
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
-
Efficient Convolutional Neural Networks for Diacritic Restoration
Sawsan Alqahtani, Ajay Mishra, Mona Diab
arXiv_CL
arXiv_CL
Restoration
RNN
CNN
Inference
PDF
-
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
-
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
-
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
-
Homograph Disambiguation Through Selective Diacritic Restoration
Sawsan Alqahtani, Hanan Aldarmaki, Mona Diab
arXiv_CL
arXiv_CL
Restoration
Speech
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Segment for Restoration, Restore for Segmentation
Weihao Xia, Yujiu Yang
arXiv_CV
arXiv_CV
Segmentation
Scene_Parsing
Semantic_Segmentation
Enhancement
Restoration
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
BitNet: Learning-Based Bit-Depth Expansion
Junyoung Byun, Kyujin Shim, Changick Kim
arXiv_CV
arXiv_CV
Restoration
Pose
Contour
PDF
-
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
-
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
-
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
-
Multi-scale Dynamic Feature Encoding Network for Image Demoireing
Xi Cheng, Zhenyong Fu, Jian Yang
arXiv_CV
arXiv_CV
Restoration
Pose
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
DeblurGAN-v2: Deblurring Faster and Better
Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
arXiv_CV
arXiv_CV
Restoration
Adversarial
GAN
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Dunhuang Grotto Painting Dataset and Benchmark
Tianxiu Yu, Shijie Zhang, Cong Lin, Shaodi You
arXiv_CV
arXiv_CV
Restoration
Deep_Learning
PDF
-
Joint Learning of Multiple Image Restoration Tasks
Xing Liu, Masanori Suganuma, Takayuki Okatani
arXiv_CV
arXiv_CV
Restoration
Knowledge
Pose
Attention
CNN
PDF
-
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
-
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
-
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
-
Brno Mobile OCR Dataset
Martin Kišš, Michal Hradiš, Oldřich Kodym
arXiv_CV
arXiv_CV
Recognition
OCR
Restoration
RNN
Optical_Character
Classification
Denoising
CNN
PDF
-
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
-
Densely Residual Laplacian Super-Resolution
Saeed Anwar, Nick Barnes
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Quantitative
Attention
CNN
PDF
-
A Generative Model for Punctuation in Dependency Trees
Xiang Lisa Li, Dingquan Wang, Jason Eisner
arXiv_CL
arXiv_CL
Reconstruction
Restoration
Face
PDF
-
Cross-Channel Correlation Preserved Three-Stream Lightweight CNNs for Demosaicking
Niu Yan, Jihong Ouyang
arXiv_CV
arXiv_CV
Restoration
Action
Relation
CNN
PDF
-
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
-
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
-
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
-
Training Image Estimators without Image Ground-Truth
Zhihao Xia, Ayan Chakrabarti
arXiv_CV
arXiv_CV
Unsupervised
Restoration
Inference
PDF
-
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
-
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
-
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
-
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
-
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
-
Rethinking Atmospheric Turbulence Mitigation
Nicholas Chimitt, Zhiyuan Mao, Guanzhe Hong, Stanley H. Chan
arXiv_CV
arXiv_CV
Restoration
Optical_Flow
PDF
-
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
-
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
-
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
-
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
-
Psychoacoustically Motivated Declipping Based on Weighted l1 Minimization
Pavel Záviška, Pavel Rajmic, Jíří Schimmel
arXiv_SD
arXiv_SD
Restoration
Pose
PDF
-
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
-
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
-
Automatic Temporally Coherent Video Colorization
Harrish Thasarathan, Kamyar Nazeri, Mehran Ebrahimi
arXiv_CV
arXiv_CV
Restoration
Sparse
Adversarial
Pose
PDF
-
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
-
On The Classification-Distortion-Perception Tradeoff
Dong Liu, Haochen Zhang, Zhiwei Xiong
arXiv_CV
arXiv_CV
Recognition
Restoration
Pose
Classification
PDF
-
Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers
Jingwen He, Chao Dong, Yu Qiao
arXiv_CV
arXiv_CV
Restoration
PDF
-
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
-
A Deep Optimization Approach for Image Deconvolution
Zhijian Luo, Siyu Chen, Yuntao Qian
arXiv_CV
arXiv_CV
Restoration
Optimization
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
Fast Bayesian Restoration of Poisson Corrupted Images with INLA
Takahiro Kawashima, Hayaru Shouno
arXiv_CV
arXiv_CV
Restoration
Pose
Medical
PDF
-
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
-
An Efficient Approach for Cell Segmentation in Phase Contrast Microscopy Images
Lin Zhang
arXiv_CV
arXiv_CV
Segmentation
Restoration
Sparse
Pose
Action
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Proximal Splitting Networks for Image Restoration
Raied Aljadaany, Dipan K. Pal, Marios Savvides
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Denoising
CNN
PDF
-
Deep Residual Autoencoder for quality independent JPEG restoration
Simone Zini, Simone Bianco, Raimondo Schettini
arXiv_CV
arXiv_CV
3D
Restoration
Knowledge
Pose
PDF
-
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
-
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
-
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
-
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
-
Joint group and residual sparse coding for image compressive sensing
Lizhao Li, Song Xiao
arXiv_CV
arXiv_CV
Restoration
Sparse
Pose
Compressive_Sensing
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising
Zhihao Xia, Ayan Chakrabarti
arXiv_CV
arXiv_CV
Restoration
Pose
Denoising
PDF
-
Estimation and Restoration of Compositional Degradation Using Convolutional Neural Networks
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi
arXiv_CV
arXiv_CV
Restoration
Pose
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
Dense xUnit Networks
Idan Kligvasser, Tomer Michaeli
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Classification
Denoising
Attention
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Neural Nearest Neighbors Networks
Tobias Plötz, Stefan Roth
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Classification
Denoising
CNN
Matching
PDF
-
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
-
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
-
Convolutional Deblurring for Natural Imaging
Mahdi S. Hosseini, Konstantinos N. Plataniotis
arXiv_CV
arXiv_CV
Reconstruction
Restoration
Review
Pose
Denoising
CNN
PDF
-
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
-
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
-
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
-
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
-
Non-blind Image Restoration Based on Convolutional Neural Network
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi
arXiv_CV
arXiv_CV
Restoration
Pose
CNN
PDF
-
Performance Analysis of Plug-and-Play ADMM: A Graph Signal Processing Perspective
Stanley H. Chan
arXiv_CV
arXiv_CV
Restoration
Optimization
Denoising
PDF
-
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
-
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
-
Autoencoders, Kernels, and Multilayer Perceptrons for Electron Micrograph Restoration and Compression
Jeffrey M. Ede
arXiv_CV
arXiv_CV
Restoration
Denoising
PDF
-
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
-
Restoration of Pansharpened Images by Conditional Filtering in the PCA Domain
Joan Duran, Antoni Buades
arXiv_CV
arXiv_CV
Enhancement
Restoration
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-Decoder
Jeffrey M. Ede
arXiv_CV
arXiv_CV
Restoration
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
Subsampled Turbulence Removal Network
Wai Ho Chak, Chun Pong Lau, Lok Ming Lui
arXiv_CV
arXiv_CV
Restoration
Pose
GAN
PDF
-
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
-
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
-
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
-
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
-
Latent Convolutional Models
ShahRukh Athar, Evgeniy Burnaev, Victor Lempitsky
arXiv_CV
arXiv_CV
Embedding
Inpainting
Restoration
Adversarial
GAN
CNN
PDF
-
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
-
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