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ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression

19 October 2019

Papers citing "ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression"

32 / 32 papers shown

Title
Adaptive Debanding Filter Zhengzhong Tu Jessie Lin Yilin Wang Balu Adsumilli A. Bovik 35 22 0 22 Sep 2020
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content Zhengzhong Tu Yilin Wang Neil Birkbeck Balu Adsumilli A. Bovik 64 261 0 29 May 2020
Comparison of Image Quality Models for Optimization of Image Processing Systems Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli VLM 44 17 0 04 May 2020
BBAND Index: A No-Reference Banding Artifact Predictor Zhengzhong Tu Jessie Lin Yilin Wang Balu Adsumilli A. Bovik 36 40 0 27 Feb 2020
Speeding up VP9 Intra Encoder with Hierarchical Deep Learning Based Partition Prediction Somdyuti Paul A. Norkin A. Bovik 39 14 0 15 Jun 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 51 15 0 12 Feb 2019
Adversarial Video Compression Guided by Soft Edge Detection Sungsoo Kim Jin Soo Park C. Bampis Jaeseong Lee M. Markey A. Dimakis A. Bovik GAN 46 17 0 26 Nov 2018
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 79 1,278 0 08 Sep 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 86 322 0 18 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 67 560 0 09 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,905 0 11 Jan 2018
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 131 816 0 16 Nov 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 127 2,445 0 12 Apr 2017
Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks Nick Johnston Damien Vincent David C. Minnen Michele Covell Saurabh Singh Troy T. Chinen S. Hwang Joel Shor G. Toderici 54 373 0 29 Mar 2017
A General and Adaptive Robust Loss Function Jonathan T. Barron OOD DRL 193 540 0 11 Jan 2017
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 73 972 0 23 Dec 2016
Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment S. Bosse Dominique Maniry K. Müller Thomas Wiegand Wojciech Samek 80 1,000 0 06 Dec 2016
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang Hao Li 74 780 0 30 Nov 2016
Controlling Perceptual Factors in Neural Style Transfer Leon A. Gatys Alexander S. Ecker Matthias Bethge Aaron Hertzmann Eli Shechtman 43 466 0 23 Nov 2016
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 100 1,713 0 05 Nov 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 242 10,712 0 15 Sep 2016
Full Resolution Image Compression with Recurrent Neural Networks G. Toderici Damien Vincent Nick Johnston S. Hwang David C. Minnen Joel Shor Michele Covell GAN 60 828 0 18 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 747 37,890 0 20 May 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 251 10,264 0 27 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Learning to Generate Images with Perceptual Similarity Metrics Jake C. Snell Karl Ridgeway Renjie Liao Brett D. Roads Michael C. Mozer R. Zemel EGVM 73 178 0 19 Nov 2015
Variable Rate Image Compression with Recurrent Neural Networks G. Toderici Sean M. O'Malley S. Hwang Damien Vincent David C. Minnen S. Baluja Michele Covell Rahul Sukthankar 75 671 0 19 Nov 2015
Super-Resolution with Deep Convolutional Sufficient Statistics Joan Bruna Pablo Sprechmann Yann LeCun SupR 65 326 0 18 Nov 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 316 4,180 0 26 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Generative Adversarial Networks Ian Goodfellow Jean Pouget-Abadie M. Berk Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio GAN 145 2,196 0 10 Jun 2014