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The Perception-Distortion Tradeoff
v1v2v3v4 (latest)

The Perception-Distortion Tradeoff

16 November 2017
Yochai Blau
T. Michaeli
    SupR
ArXiv (abs)PDFHTML

Papers citing "The Perception-Distortion Tradeoff"

50 / 476 papers shown
The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness
The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness
Aaron B. Wagner
218
47
0
08 Feb 2022
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware
  CT-Projections from a Single X-ray
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-rayAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Abril Corona-Figueroa
Jonathan Frawley
Sam Bond-Taylor
S. Bethapudi
Hubert P. H. Shum
Chris G. Willcocks
MedIm
271
109
0
02 Feb 2022
Validation and Generalizability of Self-Supervised Image Reconstruction
  Methods for Undersampled MRI
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRIMachine Learning for Biomedical Imaging (MLBI), 2022
Thomas Yu
T. Hilbert
G. Piredda
Arun A. Joseph
G. Bonanno
...
P. Omoumi
Meritxell Bach Cuadra
Erick Jorge Canales-Rodríguez
Thomas Kober
Jean-Philippe Thiran
152
8
0
29 Jan 2022
Denoising Diffusion Restoration Models
Denoising Diffusion Restoration ModelsNeural Information Processing Systems (NeurIPS), 2022
Bahjat Kawar
Michael Elad
Stefano Ermon
Jiaming Song
DiffM
1.0K
1,094
0
27 Jan 2022
Deep Image Deblurring: A Survey
Deep Image Deblurring: A SurveyInternational Journal of Computer Vision (IJCV), 2022
Kaihao Zhang
Wenqi Ren
Tong Lu
Wei-Sheng Lai
B. Stenger
Ming-Hsuan Yang
Hongdong Li
308
323
0
26 Jan 2022
DCNGAN: A Deformable Convolutional-Based GAN with QP Adaptation for
  Perceptual Quality Enhancement of Compressed Video
DCNGAN: A Deformable Convolutional-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed VideoIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Saiping Zhang
Luis Herranz
M. Mrak
Marc Górriz Blanch
Shuai Wan
Fuzheng Yang
239
5
0
22 Jan 2022
Flexible Style Image Super-Resolution using Conditional Objective
Flexible Style Image Super-Resolution using Conditional ObjectiveIEEE Access (IEEE Access), 2022
Seungcheol Park
Young-Su Moon
N. Cho
SupR
207
21
0
13 Jan 2022
Uncovering the Over-smoothing Challenge in Image Super-Resolution:
  Entropy-based Quantification and Contrastive Optimization
Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive OptimizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Tianshuo Xu
Lijiang Li
Peng Mi
Xiawu Zheng
Jiayi Ji
G. Jiang
Weihao Ye
Wei Zhang
SupR
312
14
0
04 Jan 2022
Deblurring via Stochastic Refinement
Deblurring via Stochastic RefinementComputer Vision and Pattern Recognition (CVPR), 2021
Jay Whang
M. Delbracio
Hossein Talebi
Chitwan Saharia
A. Dimakis
P. Milanfar
DiffM
423
335
0
05 Dec 2021
ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation
ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation
Duolikun Danier
Fan Zhang
David Bull
254
56
0
30 Nov 2021
Learning-Based Video Coding with Joint Deep Compression and Enhancement
Learning-Based Video Coding with Joint Deep Compression and EnhancementACM Multimedia (MM), 2021
Tiesong Zhao
Weize Feng
Hongji Zeng
Yuzhen Niu
Jiaying Liu
310
24
0
29 Nov 2021
Improving the Perceptual Quality of 2D Animation Interpolation
Improving the Perceptual Quality of 2D Animation Interpolation
Shuhong Chen
Matthias Zwicker
319
33
0
24 Nov 2021
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for
  Efficient Hyperspectral Image Super-resolution
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution
Yue Shi
Liangxiu Han
Lianghao Han
Sheng Chang
Tongle Hu
Darren Dancey
GAN
152
52
0
16 Nov 2021
Contrastive Feature Loss for Image Prediction
Contrastive Feature Loss for Image Prediction
A. Andonian
Taesung Park
Bryan C. Russell
Phillip Isola
Jun-Yan Zhu
Richard Y. Zhang
GANSSL
209
25
0
12 Nov 2021
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic
  Super-resolution
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-resolution
Andreas Lugmayr
Martin Danelljan
Feng Yu
Luc Van Gool
Radu Timofte
170
15
0
05 Nov 2021
Discovery of Single Independent Latent Variable
Discovery of Single Independent Latent VariableNeural Information Processing Systems (NeurIPS), 2021
Uri Shaham
Jonathan Svirsky
Ori Katz
Ronen Talmon
CML
263
4
0
12 Oct 2021
End-to-End Image Compression with Probabilistic Decoding
End-to-End Image Compression with Probabilistic Decoding
Haichuan Ma
Dong Liu
Cunhui Dong
Li Li
Feng Wu
136
1
0
30 Sep 2021
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution
Juncheng Li
Zehua Pei
Wenjie Li
Guangwei Gao
Longguang Wang
Yingqian Wang
T. Zeng
389
57
0
29 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera
  Manifold
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold
Thomas Leimkuhler
G. Drettakis
CVBM3DH
208
11
0
20 Sep 2021
WiSoSuper: Benchmarking Super-Resolution Methods on Wind and Solar Data
WiSoSuper: Benchmarking Super-Resolution Methods on Wind and Solar Data
Rupa Kurinchi-Vendhan
Björn Lütjens
Ritwik Gupta
Lucien Werner
Dava Newman
197
21
0
17 Sep 2021
Rethinking Deep Image Prior for Denoising
Rethinking Deep Image Prior for DenoisingIEEE International Conference on Computer Vision (ICCV), 2021
Yeonsik Jo
S. Chun
Jonghyun Choi
AI4CE
158
63
0
29 Aug 2021
Learning Conditional Knowledge Distillation for Degraded-Reference Image
  Quality Assessment
Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment
Heliang Zheng
Huan Yang
Jianlong Fu
Zhengjun Zha
Jiebo Luo
182
59
0
18 Aug 2021
Optimal Transport for Unsupervised Denoising Learning
Optimal Transport for Unsupervised Denoising Learning
Wei Wang
Fei Wen
Zeyu Yan
Peilin Liu
OT
284
35
0
04 Aug 2021
Subjective evaluation of traditional and learning-based image coding
  methods
Subjective evaluation of traditional and learning-based image coding methods
Zhigao Fang
Jiaqi Zhang
Lu Yu
Yin Zhao
76
0
0
28 Jul 2021
Neural Video Compression using GANs for Detail Synthesis and Propagation
Neural Video Compression using GANs for Detail Synthesis and PropagationEuropean Conference on Computer Vision (ECCV), 2021
Fabian Mentzer
E. Agustsson
Johannes Ballé
David C. Minnen
Nick Johnston
G. Toderici
GAN
369
45
0
26 Jul 2021
WaveFill: A Wavelet-based Generation Network for Image Inpainting
WaveFill: A Wavelet-based Generation Network for Image InpaintingIEEE International Conference on Computer Vision (ICCV), 2021
Yingchen Yu
Fangneng Zhan
Shijian Lu
Jianxiong Pan
Feiying Ma
Xuansong Xie
Chunyan Miao
173
124
0
23 Jul 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure
  Synthetic Data
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data
Xintao Wang
Liangbin Xie
Chao Dong
Ying Shan
423
1,590
0
22 Jul 2021
RankSRGAN: Super Resolution Generative Adversarial Networks with
  Learning to Rank
RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to RankIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Wenlong Zhang
Yihao Liu
Chao Dong
Yulin Qiao
GAN
133
52
0
20 Jul 2021
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning
Yanpeng Cao
Chengcheng Wang
Changjun Song
Yongming Tang
He Li
SupR
144
35
0
12 Jul 2021
Image restoration quality assessment based on regional differential
  information entropy
Image restoration quality assessment based on regional differential information entropyEntropy (Entropy), 2021
Zhiyu Wang
J. Zhuang
N. Xu
Sichao Ye
Jiangjian Xiao
Chengbin Peng
122
12
0
08 Jul 2021
SoundStream: An End-to-End Neural Audio Codec
SoundStream: An End-to-End Neural Audio Codec
Neil Zeghidour
Alejandro Luebs
Ahmed Omran
Jan Skoglund
Marco Tagliasacchi
AI4TS
506
1,117
0
07 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space
Dror Freirich
T. Michaeli
Ron Meir
225
54
0
06 Jul 2021
Multi-Modal Transformer for Accelerated MR Imaging
Multi-Modal Transformer for Accelerated MR ImagingIEEE Transactions on Medical Imaging (IEEE TMI), 2021
Chun-Mei Feng
Yu-bao Yan
Geng Chen
Yong Xu
Ling Shao
Huazhu Fu
MedImViT
239
140
0
27 Jun 2021
Universal Rate-Distortion-Perception Representations for Lossy
  Compression
Universal Rate-Distortion-Perception Representations for Lossy CompressionNeural Information Processing Systems (NeurIPS), 2021
George Zhang
Jingjing Qian
Jun Chen
Ashish Khisti
242
85
0
18 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image
  Reconstruction
SinIR: Efficient General Image Manipulation with Single Image ReconstructionInternational Conference on Machine Learning (ICML), 2021
Jihyeong Yoo
Qifeng Chen
149
25
0
14 Jun 2021
Variational AutoEncoder for Reference based Image Super-Resolution
Variational AutoEncoder for Reference based Image Super-Resolution
Zhi-Song Liu
W. Siu
Li-Wen Wang
SupR
133
44
0
08 Jun 2021
Deep Neural Network-based Enhancement for Image and Video Streaming
  Systems: A Survey and Future Directions
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future DirectionsACM Computing Surveys (CSUR), 2021
Royson Lee
Stylianos I. Venieris
Nicholas D. Lane
AI4TS
240
52
0
07 Jun 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction
  and An Optimal Training Framework
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training FrameworkInternational Conference on Machine Learning (ICML), 2021
Zeyu Yan
Fei Wen
R. Ying
Chao Ma
Peilin Liu
216
44
0
05 Jun 2021
SNIPS: Solving Noisy Inverse Problems Stochastically
SNIPS: Solving Noisy Inverse Problems StochasticallyNeural Information Processing Systems (NeurIPS), 2021
Bahjat Kawar
Gregory Vaksman
Michael Elad
322
230
0
31 May 2021
MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution
MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution
Jin Zhu
Chuan Tan
Junwei Yang
Guang Yang
Pietro Lio
OODMedIm
97
2
0
22 May 2021
NTIRE 2021 Challenge on Perceptual Image Quality Assessment
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
263
40
0
07 May 2021
(ASNA) An Attention-based Siamese-Difference Neural Network with
  Surrogate Ranking Loss function for Perceptual Image Quality Assessment
(ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment
Seyed Mehdi Ayyoubzadeh
Ali Royat
133
14
0
06 May 2021
COMISR: Compression-Informed Video Super-Resolution
COMISR: Compression-Informed Video Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2021
Yinxiao Li
Pengchong Jin
Feng Yang
Ce Liu
Ming-Hsuan Yang
P. Milanfar
SupR
218
49
0
04 May 2021
Deep Image Destruction: Vulnerability of Deep Image-to-Image Models
  against Adversarial Attacks
Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial AttacksInternational Conference on Pattern Recognition (ICPR), 2021
Jun-Ho Choi
Huan Zhang
Jun-Hyuk Kim
Cho-Jui Hsieh
Jong-Seok Lee
VLM
186
10
0
30 Apr 2021
A coding theorem for the rate-distortion-perception function
A coding theorem for the rate-distortion-perception function
Lucas Theis
Aaron B. Wagner
168
65
0
28 Apr 2021
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task
  for Dynamic Scene Deblurring
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene DeblurringInternational Conference on Learning Representations (ICLR), 2021
Seungjun Nah
Sanghyun Son
Jaerin Lee
Kyoung Mu Lee
238
21
0
26 Apr 2021
Region-Adaptive Deformable Network for Image Quality Assessment
Region-Adaptive Deformable Network for Image Quality Assessment
Shu Shi
Qingyan Bai
Ming Cao
Weihao Xia
Jiahao Wang
Yifan Chen
Yujiu Yang
141
25
0
23 Apr 2021
Low-Light Image and Video Enhancement Using Deep Learning: A Survey
Low-Light Image and Video Enhancement Using Deep Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Chongyi Li
Chunle Guo
Linghao Han
Jun Jiang
Mingg-Ming Cheng
Liang Feng
Chen Change Loy
458
491
0
21 Apr 2021
Posterior Sampling for Image Restoration using Explicit Patch Priors
Posterior Sampling for Image Restoration using Explicit Patch Priors
Roy Friedman
Yair Weiss
200
6
0
20 Apr 2021
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile
  Image Signal Processing
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
165
30
0
07 Apr 2021
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