An End-to-End Compression Framework Based on Convolutional Neural Networks

2 August 2017

Papers citing "An End-to-End Compression Framework Based on Convolutional Neural Networks"

28 / 28 papers shown

Title
Continuous Patch Stitching for Block-wise Image CompressionIEEE Signal Processing Letters (IEEE SPL), 2025 Zifu Zhang Shengxi Li Henan Liu Mai Xu Ce Zhu 130 1 0 24 Feb 2025
GroupedMixer: An Entropy Model with Group-wise Token-Mixers for Learned Image Compression Daxin Li Yuanchao Bai Kai Wang Junjun Jiang Xianming Liu Wen Gao ViT 245 13 0 02 May 2024
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling Wenxue Cui Xingtao Wang Xiaopeng Fan Shaohui Liu Xinwei Gao Debin Zhao 139 4 0 29 Feb 2024
Adapting Learned Image Codecs to Screen Content via Adjustable Transformations H. B. Dogaroglu A. B. Koyuncu Atanas Boev Elena Alshina Eckehard G. Steinbach 128 1 0 27 Feb 2024
Real-time 6K Image Rescaling with Rate-distortion OptimizationComputer Vision and Pattern Recognition (CVPR), 2023 Zhiheng Liu Xin Yang Ka Leong Cheng Ying-Cong Chen Qifeng Chen 326 12 0 03 Apr 2023
End-to-end Transformer for Compressed Video Quality EnhancementIEEE transactions on broadcasting (IEEE Trans. Broadcast.), 2022 Li Yu Wenshuai Chang Shiyu Wu Moncef Gabbouj ViT 139 17 0 25 Oct 2022
A Unified Image Preprocessing Framework For Image Compression Moqi Zhang Weihui Deng Xiaocheng Li 113 3 0 15 Aug 2022
Reducing Redundancy in the Bottleneck Representation of the AutoencodersSocial Science Research Network (SSRN), 2022 Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj 213 11 0 09 Feb 2022
Deep learning-based Edge-aware pre and post-processing methods for JPEG compressed images Dipti Mishra S. Singh R. Singh 99 1 0 11 Apr 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 544 3 0 04 Jan 2021
CVEGAN: A Perceptually-inspired GAN for Compressed Video EnhancementSignal processing. Image communication (SPIC), 2020 Di Ma Fan Zhang David R. Bull GAN 205 22 0 18 Nov 2020
Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks Hanbin Son Taeoh Kim Hyeongmin Lee Sangyoun Lee 150 16 0 30 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 764 88 0 17 Sep 2020
Single Image Super-Resolution for Domain-Specific Ultra-Low Bandwidth Image Transmission J. H. Christensen L. V. Mogensen Ole Ravn SupR 93 1 0 09 Sep 2020
Neural Communication Systems with Bandwidth-limited Channel Karen Ullrich Fabio Viola Danilo Jimenez Rezende 115 1 0 30 Mar 2020
Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications Lahiru D. Chamain Z. Ding 64 7 0 04 Sep 2019
Deep Video Precoding Eirina Bourtsoulatze Aaron Chadha I. Fadeev Vasileios Giotsas Y. Andreopoulos 124 15 0 02 Aug 2019
A Deep Image Compression Framework for Face RecognitionInternational Symposium of Chinese CHI (ISCC), 2019 Nai Bian F. Liang H. Fu Bo Lei CVBM 65 8 0 03 Jul 2019
Attention Based Image Compression Post-Processing Convolutional Neural Network Yuyang Xue J. Su 103 12 0 27 May 2019
CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive Autoencoders Haimeng Zhao Peiyuan Liao 146 6 0 22 Jan 2019
Learning based Facial Image Compression with Semantic Fidelity Metric Zhibo Chen Tianyu He CVBM 139 33 0 25 Dec 2018
Virtual Codec Supervised Re-Sampling Network for Image Compression Lijun Zhao Yuxi Liu Anhong Wang Yao-Min Zhao 118 1 0 22 Jun 2018
Learning a Code: Machine Learning for Approximate Non-Linear Coded Computation J. Kosaian K. V. Rashmi Shivaram Venkataraman 167 50 0 04 Jun 2018
Block-optimized Variable Bit Rate Neural Image Compression Çağlar Aytekin Xingyang Ni Francesco Cricri J. Lainema Emre B. Aksu M. Hannuksela 117 17 0 28 May 2018
Learned Neural Iterative Decoding for Lossy Image Compression SystemsData Compression Conference (DCC), 2018 Alexander Ororbia A. Mali Jian Wu Scott O'Connell David J. Miller C. Lee Giles 119 29 0 15 Mar 2018
Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks Lijun Zhao Yuxi Liu Feng Li Anhong Wang Yao-Min Zhao 3DV 72 1 0 02 Feb 2018
Learning a Virtual Codec Based on Deep Convolutional Neural Network to Compress Image Lijun Zhao Yuxi Liu Anhong Wang Yao-Min Zhao 335 39 0 16 Dec 2017
Learning Convolutional Networks for Content-weighted Image Compression Mu Li W. Zuo Shuhang Gu Debin Zhao David C. Zhang 222 409 0 30 Mar 2017