Towards Image Understanding from Deep Compression without Decoding

Towards Image Understanding from Deep Compression without Decoding

16 March 2018

Robert Torfason

Michael Tschannen

Radu Timofte

Luc Van Gool

Papers citing "Towards Image Understanding from Deep Compression without Decoding"

17 / 17 papers shown

Title
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision Kangsheng Yin Quan Liu Xuelin Shen Yulin He Wenhan Yang Shiqi Wang VLM 62 0 0 08 Jan 2025
Video Classification With CNNs: Using The Codec As A Spatio-Temporal Activity Sensor Aaron Chadha Alhabib Abbas Y. Andreopoulos 59 37 0 14 Oct 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 75 3,666 0 08 Jun 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 31 560 0 16 May 2017
Learning Convolutional Networks for Content-weighted Image Compression Mu Li W. Zuo Shuhang Gu Debin Zhao David C. Zhang 54 399 0 30 Mar 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 22 372 0 29 Mar 2017
Lossy Image Compression with Compressive Autoencoders Lucas Theis Wenzhe Shi Andrew Cunningham Ferenc Huszár 50 1,050 0 01 Mar 2017
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 69 1,696 0 05 Nov 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 41 825 0 18 Aug 2016
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 93 244 0 18 Jul 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 159 18,136 0 02 Jun 2016
Understanding How Image Quality Affects Deep Neural Networks Samuel F. Dodge Lina Karam VLM 45 725 0 14 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 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 44 670 0 19 Nov 2015
On Hyperspectral Classification in the Compressed Domain M. Aghagolzadeh H. Radha 25 2 0 02 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 622 149,474 0 22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 949 39,383 0 01 Sep 2014