End-to-end Optimized Image Compression

5 November 2016

Papers citing "End-to-end Optimized Image Compression"

50 / 258 papers shown

Title
Invertible Image Rescaling Mingqing Xiao Shuxin Zheng Chang-Shu Liu Yaolong Wang Di He Guolin Ke Jiang Bian Zhouchen Lin Tie-Yan Liu SupR 33 234 0 12 May 2020
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 41 48 0 09 Apr 2020
BVI-DVC: A Training Database for Deep Video Compression Di Ma Fan Zhang David R. Bull 15 149 0 30 Mar 2020
Image compression optimized for 3D reconstruction by utilizing deep neural networks Alexander M. Golts Y. Schechner 3DV 29 12 0 27 Mar 2020
Object-Based Image Coding: A Learning-Driven Revisit Qi Xia Haojie Liu Zhan Ma DiffM 23 12 0 18 Mar 2020
Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback Mahdi Boloursaz Mashhadi Qianqian Yang Deniz Gunduz 12 92 0 07 Mar 2020
Joint Device-Edge Inference over Wireless Links with Pruning Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 17 5 0 04 Mar 2020
Predictive Sampling with Forecasting Autoregressive Models Auke Wiggers Emiel Hoogeboom BDL 30 16 0 23 Feb 2020
Binary Probability Model for Learning Based Image Compression Théo Ladune Pierrick Philippe W. Hamidouche Lu Zhang Olivier Déforges 11 1 0 21 Feb 2020
Saliency Driven Perceptual Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 33 6 0 12 Feb 2020
End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement Shurun Wang Wenhan Yang Shiqi Wang CVBM 17 7 0 10 Feb 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 19 42 0 18 Jan 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 33 187 0 10 Jan 2020
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks Saurabh Singh Shankar Krishnan UQCV 74 125 0 21 Nov 2019
Utilising Low Complexity CNNs to Lift Non-Local Redundancies in Video Coding Jan P. Klopp Liang-Gee Chen Shao-Yi Chien 31 11 0 19 Oct 2019
Low Bit-Rate Speech Coding with VQ-VAE and a WaveNet Decoder Cristina Garbacea Aaron van den Oord Yazhe Li Felicia S. C. Lim Alejandro Luebs Oriol Vinyals Thomas C. Walters 25 121 0 14 Oct 2019
Learned Point Cloud Geometry Compression Jianqiang Wang Hao Zhu Zhan Ma Tong Chen Haojie Liu Qiu Shen 3DPC 11 143 0 26 Sep 2019
Variable Rate Deep Image Compression With a Conditional Autoencoder Yoojin Choi Mostafa El-Khamy Jungwon Lee DRL 30 223 0 11 Sep 2019
Customized OCT images compression scheme with deep neural network Pengfei Guo Dawei Li Xingde Li MedIm 11 0 0 24 Aug 2019
DSIC: Deep Stereo Image Compression Jerry Liu Shenlong Wang R. Urtasun 27 45 0 09 Aug 2019
Human Perceptual Evaluations for Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 16 17 0 09 Aug 2019
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Weixia Zhang Kede Ma Jia Yan Dexiang Deng Zhou Wang 38 649 0 05 Jul 2019
Efficient and Effective Context-Based Convolutional Entropy Modeling for Image Compression Mu Li Kede Ma J. You David C. Zhang W. Zuo 30 67 0 24 Jun 2019
Quantization-Based Regularization for Autoencoders Hanwei Wu M. Flierl DRL 11 2 0 27 May 2019
Deep Predictive Video Compression with Bi-directional Prediction Woonsung Park Munchurl Kim 32 7 0 05 Apr 2019
Learning Content-Weighted Deep Image Compression Mu Li W. Zuo Shuhang Gu J. You David C. Zhang 24 70 0 01 Apr 2019
From Variational to Deterministic Autoencoders Partha Ghosh Mehdi S. M. Sajjadi Antonio Vergari Michael J. Black Bernhard Schölkopf DRL 37 269 0 29 Mar 2019
Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression Maurice Quach G. Valenzise Frederic Dufaux 3DPC 19 157 0 20 Mar 2019
Scalable Facial Image Compression with Deep Feature Reconstruction Shurun Wang Shiqi Wang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao CVBM 17 28 0 14 Mar 2019
Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant Johan Bjorck B. Rappazzo Di Chen Richard Bernstein P. Wrege Carla P. Gomes 19 32 0 25 Feb 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 29 15 0 12 Feb 2019
Practical Lossless Compression with Latent Variables using Bits Back Coding James Townsend Thomas Bird David Barber DRL 14 138 0 15 Jan 2019
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 13 38 0 19 Nov 2018
Towards improved lossy image compression: Human image reconstruction with public-domain images Ashutosh Bhown Soham Mukherjee Sean T. Yang Shubham Chandak Irena Fischer-Hwang Kedar Tatwawadi Judith Fan Tsachy Weissman 3DH 9 5 0 25 Oct 2018
Piano Genie Chris Donahue Ian Simon Sander Dieleman 16 43 0 11 Oct 2018
Deep Generative Video Compression Jun Han Salvator Lombardo Christopher Schroers Stephan Mandt VGen 32 58 0 05 Oct 2018
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval Hanwei Wu M. Flierl SSL CML DRL 29 19 0 12 Jul 2018
Latent Space Autoregression for Novelty Detection Davide Abati Angelo Porrello Simone Calderara Rita Cucchiara 16 432 0 04 Jul 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 16 89 0 08 Jun 2018
Deep Image Compression via End-to-End Learning Haojie Liu Tong Chen Qiu Shen Tao Yue Zhan Ma 21 41 0 05 Jun 2018
Image-Dependent Local Entropy Models for Learned Image Compression David C. Minnen G. Toderici Saurabh Singh S. Hwang Michele Covell 27 31 0 31 May 2018
BlockCNN: A Deep Network for Artifact Removal and Image Compression Danial Maleki Soheila Nadalian Mohammad Mahdi Derakhshani M. Sadeghi 24 28 0 28 May 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 16 130 0 28 May 2018
Deep Convolutional AutoEncoder-based Lossy Image Compression Zhengxue Cheng Heming Sun Masaru Takeuchi J. Katto 18 177 0 25 Apr 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 34 317 0 18 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 35 551 0 09 Apr 2018
Learned Neural Iterative Decoding for Lossy Image Compression Systems Alexander Ororbia A. Mali Jian Wu Scott O'Connell David J. Miller C. Lee Giles 27 27 0 15 Mar 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 33 702 0 26 Feb 2018
Autoencoder based image compression: can the learning be quantization independent? Thierry Dumas A. Roumy C. Guillemot OOD SSL MQ 13 57 0 23 Feb 2018
Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network W. Dong Mingrui Yuan Xin Li Guangming Shi GAN 41 32 0 13 Feb 2018