The Perception-Distortion Tradeoff

16 November 2017

Papers citing "The Perception-Distortion Tradeoff"

50 / 405 papers shown

Title
Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment Heliang Zheng Huan Yang Jianlong Fu Zhengjun Zha Jiebo Luo 13 41 0 18 Aug 2021
Optimal Transport for Unsupervised Denoising Learning Wei Wang Fei Wen Zeyu Yan Peilin Liu OT 22 30 0 04 Aug 2021
Subjective evaluation of traditional and learning-based image coding methods Zhigao Fang Jiaqi Zhang Lu Yu Yin Zhao 28 0 0 28 Jul 2021
Neural Video Compression using GANs for Detail Synthesis and Propagation Fabian Mentzer E. Agustsson Johannes Ballé David C. Minnen Nick Johnston G. Toderici GAN 10 36 0 26 Jul 2021
WaveFill: A Wavelet-based Generation Network for Image Inpainting Yingchen Yu Fangneng Zhan Shijian Lu Jianxiong Pan Feiying Ma Xuansong Xie C. Miao 12 98 0 23 Jul 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 35 1,102 0 22 Jul 2021
RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank Wenlong Zhang Yihao Liu Chao Dong Yulin Qiao GAN 22 37 0 20 Jul 2021
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning Yanpeng Cao Chengcheng Wang Changjun Song Yongming Tang He Li SupR 15 22 0 12 Jul 2021
Image restoration quality assessment based on regional differential information entropy Zhiyu Wang J. Zhuang N. Xu Sichao Ye Jiangjian Xiao Chengbin Peng 11 5 0 08 Jul 2021
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 18 721 0 07 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 19 40 0 06 Jul 2021
Multi-Modal Transformer for Accelerated MR Imaging Chun-Mei Feng Yu-bao Yan Geng Chen Yong Xu Ling Shao H. Fu MedIm ViT 29 104 0 27 Jun 2021
Universal Rate-Distortion-Perception Representations for Lossy Compression George Zhang Jingjing Qian Jun Chen Ashish Khisti 13 66 0 18 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image Reconstruction Jihyeong Yoo Qifeng Chen 19 23 0 14 Jun 2021
Variational AutoEncoder for Reference based Image Super-Resolution Zhi-Song Liu W. Siu Li-Wen Wang SupR 14 42 0 08 Jun 2021
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 55 44 0 07 Jun 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework Zeyu Yan Fei Wen R. Ying Chao Ma Peilin Liu 15 35 0 05 Jun 2021
SNIPS: Solving Noisy Inverse Problems Stochastically Bahjat Kawar Gregory Vaksman Michael Elad 29 185 0 31 May 2021
MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution Jin Zhu Chuan Tan Junwei Yang Guang Yang Pietro Lio' OOD MedIm 23 2 0 22 May 2021
NTIRE 2021 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Yu Qiao ... Sewoong Ahn Gwangjin Yoon Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa SupR 25 38 0 07 May 2021
(ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment Seyed Mehdi Ayyoubzadeh Ali Royat 11 13 0 06 May 2021
COMISR: Compression-Informed Video Super-Resolution Yinxiao Li Pengchong Jin Feng Yang Ce Liu Ming-Hsuan Yang P. Milanfar SupR 20 38 0 04 May 2021
Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks Jun-Ho Choi Huan Zhang Jun-Hyuk Kim Cho-Jui Hsieh Jong-Seok Lee VLM 19 7 0 30 Apr 2021
A coding theorem for the rate-distortion-perception function Lucas Theis Aaron B. Wagner 57 49 0 28 Apr 2021
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring Seungjun Nah Sanghyun Son Jaerin Lee Kyoung Mu Lee 61 17 0 26 Apr 2021
Region-Adaptive Deformable Network for Image Quality Assessment Shu Shi Qingyan Bai Ming Cao Weihao Xia Jiahao Wang Yifan Chen Yujiu Yang 17 20 0 23 Apr 2021
Low-Light Image and Video Enhancement Using Deep Learning: A Survey Chongyi Li Chunle Guo Linghao Han Jun Jiang Mingg-Ming Cheng Jinwei Gu Chen Change Loy 39 358 0 21 Apr 2021
Posterior Sampling for Image Restoration using Explicit Patch Priors Roy Friedman Yair Weiss 38 5 0 20 Apr 2021
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing Byung-Hoon Kim Joonyoung Song J. C. Ye JaeHyun Baek 6 26 0 07 Apr 2021
Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images Mohammad Saeed Rad Thomas Yu Behzad Bozorgtabar Jean-Philippe Thiran 13 4 0 06 Apr 2021
Training a Task-Specific Image Reconstruction Loss Aamir Mustafa A. Mikhailiuk Dan-Andrei Iliescu Varun Babbar Rafał K. Mantiuk DRL SupR 11 23 0 26 Mar 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution K. Zhang Jingyun Liang Luc Van Gool Radu Timofte 31 569 0 25 Mar 2021
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks Shengyu Zhao Jianwei Cui Yilun Sheng Yue Dong Xiao Liang E. Chang Yan Xu 36 290 0 18 Mar 2021
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE Jialun Peng Dong Liu Songcen Xu Houqiang Li DiffM 9 191 0 18 Mar 2021
High Perceptual Quality Image Denoising with a Posterior Sampling CGAN Guy Ohayon Theo Adrai Gregory Vaksman Michael Elad P. Milanfar GAN 36 37 0 06 Mar 2021
Sparsity Aware Normalization for GANs I. Kligvasser T. Michaeli GAN 31 6 0 03 Mar 2021
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation Chongyi Li Chunle Guo Chen Change Loy 3DV 19 474 0 01 Mar 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 27 112 0 18 Feb 2021
On the advantages of stochastic encoders Lucas Theis E. Agustsson 49 44 0 18 Feb 2021
A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality Çağlar Aytekin S. Alenius D. Paliy Juuso Grén 6 3 0 16 Feb 2021
Real-World Super-Resolution of Face-Images from Surveillance Cameras Andreas Aakerberg Kamal Nasrollahi T. Moeslund SupR CVBM 11 35 0 05 Feb 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 214 776 0 04 Feb 2021
Non-uniform Blur Kernel Estimation via Adaptive Basis Decomposition Guillermo Varela Carbajal Patricia Vitoria M. Delbracio Pablo Musé José Lezama 6 16 0 01 Feb 2021
Stochastic Image Denoising by Sampling from the Posterior Distribution Bahjat Kawar Gregory Vaksman Michael Elad DiffM 19 63 0 23 Jan 2021
Multi-Grid Back-Projection Networks Pablo Navarrete Michelini Wenbin Chen Hanwen Liu Dan Zhu Xingqun Jiang 26 2 0 01 Jan 2021
Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN Heng Liu Jianyong Liu Tao Tao Shudong Hou Jungong Han SupR MedIm 11 82 0 28 Dec 2020
Projected Distribution Loss for Image Enhancement M. Delbracio Hossein Talebi P. Milanfar SupR 10 35 0 16 Dec 2020
Learning Spatial Attention for Face Super-Resolution Chaofeng Chen Dihong Gong Hao Wang Zhifeng Li Kwan-Yee Kenneth Wong CVBM SupR 3DH 12 158 0 02 Dec 2020
Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 26 42 0 30 Nov 2020
Real-Time Intermediate Flow Estimation for Video Frame Interpolation Zhewei Huang Tianyuan Zhang Wen Heng Boxin Shi Shuchang Zhou 6 187 0 12 Nov 2020