Full Resolution Image Compression with Recurrent Neural Networks

18 August 2016

Papers citing "Full Resolution Image Compression with Recurrent Neural Networks"

50 / 177 papers shown

Title
Context-Based Trit-Plane Coding for Progressive Image Compression S. Jeon K. Choi Youngo Park Chang-Su Kim 14 17 0 10 Mar 2023
Learnt Deep Hyperparameter selection in Adversarial Training for compressed video enhancement with perceptual critic D. Ramsook Anil C. Kokaram 11 4 0 28 Feb 2023
Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria Hossam Amer Sepide Shaterian E. Yang VLM 11 0 0 19 Feb 2023
Compression of GPS Trajectories using Autoencoders Michael Kölle Steffen Illium Carsten Hahn Lorenz Schauer Johannes Hutter Claudia Linnhoff-Popien 13 1 0 18 Jan 2023
Content Adaptive Latents and Decoder for Neural Image Compression Guanbo Pan Guo Lu Zhihao Hu Dong Xu 28 22 0 20 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 29 19 0 16 Dec 2022
Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models Zhihong Pan Xiaoxia Zhou Hao Tian DiffM 20 22 0 14 Nov 2022
MLIC: Multi-Reference Entropy Model for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 30 76 0 14 Nov 2022
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 16 26 0 13 Nov 2022
The Need for Medically Aware Video Compression in Gastroenterology Joel Shor Nick Johnston MedIm 17 3 0 02 Nov 2022
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy Shiyuan Huang Robinson Piramuthu Shih-Fu Chang Gunnar A. Sigurdsson 28 1 0 15 Oct 2022
Multi-Sample Training for Neural Image Compression Tongda Xu Yan Wang Dailan He Chenjian Gao Han-yi Gao Kun Liu Hongwei Qin 31 5 0 28 Sep 2022
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 44 24 0 19 Sep 2022
High-Fidelity Variable-Rate Image Compression via Invertible Activation Transformation Shi-zhong Cai Zhijun Zhang Liqun Chen Luxin Yan Sheng Zhong Xu Zou DRL 25 14 0 12 Sep 2022
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression Yuanchao Bai Xianming Liu Kai Wang Xiangyang Ji Xiaoling Wu Wen Gao 24 22 0 11 Sep 2022
A Secure and Efficient Multi-Object Grasping Detection Approach for Robotic Arms Hui Wang Jieren Cheng Yichen Xu Sirui Ni Zaijia Yang Jiangpeng Li 13 1 0 08 Sep 2022
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation H. Fu Feng Liang 8 16 0 07 Sep 2022
Learned Lossless Image Compression With Combined Autoregressive Models And Attention Modules Ran Wang Jinming Liu Heming Sun J. Katto 29 0 0 30 Aug 2022
Learning to Structure an Image with Few Colors and Beyond Yunzhong Hou Liang Zheng Stephen Gould MQ 19 1 0 17 Aug 2022
A Unified Image Preprocessing Framework For Image Compression Moqi Zhang Weihui Deng Xiaocheng Li 11 2 0 15 Aug 2022
Boosting neural video codecs by exploiting hierarchical redundancy Reza Pourreza H. Le A. Said Guillaume Sautière Auke Wiggers 18 13 0 08 Aug 2022
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang F. Gao Xiaoming Tao Qiyuan Du Jianhua Lu 20 152 0 08 Aug 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 55 15 0 22 Jul 2022
Neural Distributed Image Compression with Cross-Attention Feature Alignment N. Mital Ezgi Ozyilkan Ali Garjani Deniz Gunduz 11 22 0 18 Jul 2022
MobileCodec: Neural Inter-frame Video Compression on Mobile Devices H. Le Liang Zhang A. Said Guillaume Sautière Yang Yang Pranav Shrestha Fei Yin Reza Pourreza Auke Wiggers 20 30 0 18 Jul 2022
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility Behrooz Razeghi Flavio du Pin Calmon Deniz Gunduz S. Voloshynovskiy 27 15 0 11 Jul 2022
Video Coding Using Learned Latent GAN Compression Mustafa Shukor B. Damodaran Xu Yao Pierre Hellier 22 6 0 09 Jul 2022
Optimally Controllable Perceptual Lossy Compression Zeyu Yan Fei Wen Peilin Liu 17 14 0 21 Jun 2022
Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction Zhihao Hu Guo Lu Jinyang Guo Shan Liu Wei Jiang Dong Xu 25 92 0 15 Jun 2022
Preprocessing Enhanced Image Compression for Machine Vision Guo Lu Xingtong Ge Tianxiong Zhong Jing Geng Qiang Hu 23 22 0 12 Jun 2022
RIDDLE: Lidar Data Compression with Range Image Deep Delta Encoding Xuanyu Zhou C. Qi Yin Zhou Drago Anguelov 3DPC 11 21 0 02 Jun 2022
MALICE: Manipulation Attacks on Learned Image ComprEssion Kang Liu Di Wu Yi-Ren Wang Dan Feng Benjamin Tan S. Garg AAML 8 1 0 26 May 2022
Estimating the Resize Parameter in End-to-end Learned Image Compression Li-Heng Chen C. Bampis Zhi Li Lukávs Krasula A. Bovik 19 4 0 26 Apr 2022
RD-Optimized Trit-Plane Coding of Deep Compressed Image Latent Tensors S. Jeon Jae-Han Lee Chang-Su Kim 9 2 0 25 Mar 2022
RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression Jung-Woo Chang Mojan Javaheripi Seira Hidano F. Koushanfar 19 8 0 18 Mar 2022
Image Storage on Synthetic DNA Using Autoencoders Xavier Pic Marc Antonini 9 3 0 18 Mar 2022
SC2 Benchmark: Supervised Compression for Split Computing Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 11 18 0 16 Mar 2022
Memory Replay with Data Compression for Continual Learning Liyuan Wang Xingxing Zhang Kuo Yang L. Yu Chongxuan Li Lanqing Hong Shifeng Zhang Zhenguo Li Yi Zhong Jun Zhu 41 96 0 14 Feb 2022
An Introduction to Neural Data Compression Yibo Yang Stephan Mandt Lucas Theis 22 115 0 14 Feb 2022
Reducing Redundancy in the Bottleneck Representation of the Autoencoders Firas Laakom Jenni Raitoharju Alexandros Iosifidis M. Gabbouj 17 10 0 09 Feb 2022
Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder A. Mali Alexander Ororbia Daniel Kifer C. Lee Giles 20 9 0 27 Jan 2022
An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy Image Compression Systems A. Mali Alexander Ororbia Daniel Kifer L. Giles 11 4 0 27 Jan 2022
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks Xin Jin Ruoyu Feng Simeng Sun Runsen Feng Tianyu He Zhibo Chen 16 8 0 25 Jan 2022
Learning-Driven Lossy Image Compression; A Comprehensive Survey Sonain Jamil Md. Jalil Piran Muhibur Rahman 27 35 0 23 Jan 2022
Microdosing: Knowledge Distillation for GAN based Compression Leonhard Helminger Roberto Azevedo Abdelaziz Djelouah Markus Gross Christopher Schroers 17 3 0 07 Jan 2022
Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's Perspective Robert Bamler 22 11 0 05 Jan 2022
DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression Yi Ma Yongqi Zhai Ronggang Wang 34 11 0 04 Jan 2022
Pseudocylindrical Convolutions for Learned Omnidirectional Image Compression Mu-Wei Li Kede Ma Jinxing Li Dafan Zhang MDE 6 5 0 25 Dec 2021
A New Image Codec Paradigm for Human and Machine Uses Sien Chen Jian Jin Lili Meng Weisi Lin Zhuo Chen Tsui-Shan Chang Zhen Li Huaxiang Zhang 29 6 0 19 Dec 2021
LC-FDNet: Learned Lossless Image Compression with Frequency Decomposition Network Hochang Rhee Y. Jang Seyun Kim N. Cho 25 29 0 13 Dec 2021