Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics

10 January 2020

Papers citing "Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics"

21 / 21 papers shown

Title
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 43 2 0 16 Jul 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 40 1 0 01 Jul 2024
A Rate-Distortion-Classification Approach for Lossy Image Compression Yuefeng Zhang 21 3 0 06 May 2024
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision Qi Mao Chongyu Wang Meng Wang Shiqi Wang Ruijie Chen Libiao Jin Siwei Ma 37 14 0 25 Dec 2023
Deep Video Codec Control for Vision Models Christoph Reich Biplob K. Debnath Deep Patel Tim Prangemeier Daniel Cremers S. Chakradhar 21 1 0 30 Aug 2023
Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding Jincheng Dai Sixian Wang Ke Yang Kailin Tan Xiaoqi Qin Zhongwei Si K. Niu Ping Zhang 23 19 0 08 Nov 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 16 432 0 19 Jul 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 27 36 0 05 Jul 2022
Wireless Deep Video Semantic Transmission Sixian Wang Jincheng Dai Zijian Liang K. Niu Zhongwei Si Chao Dong Xiaoqi Qin Ping Zhang 3DV DiffM 46 141 0 26 May 2022
Video Coding for Machines with Feature-Based Rate-Distortion Optimization Kristian Fischer Fabian Brand Christian Herglotz Andre Kaup 26 37 0 11 Mar 2022
An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian Observation Jiakun Liu Shuo Shao Wenyi Zhang H. Vincent Poor 21 34 0 29 Jan 2022
Video Coding for Machines: Partial transmission of SIFT features Slawomir Maćkowiak Marek Domañski Slawomir Ró.zek Dominik Cywiñski Jakub Szkielda 8 2 0 07 Jan 2022
Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems Xu Kang Bin Song Jie Guo Zhijin Qin F. Yu 12 95 0 21 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 31 6 0 19 Dec 2021
Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai Xu Yang Xianming Liu Junjun Jiang Yaowei Wang Xiangyang Ji Wen Gao ViT 29 51 0 17 Dec 2021
End-to-end optimized image compression for multiple machine tasks Lahiru D. Chamain Fabien Racapé Jean Bégaint Akshay Pushparaja Simon Feltman 13 22 0 06 Mar 2021
End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement Shurun Wang Wenhan Yang Shiqi Wang CVBM 12 7 0 10 Feb 2020
An Emerging Coding Paradigm VCM: A Scalable Coding Approach Beyond Feature and Signal Sifeng Xia Kunchangtai Liang Wenhan Yang Ling-yu Duan Jiaying Liu VGen 16 28 0 09 Jan 2020
DMCNN: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal Xiaoshuai Zhang Wenhan Yang Yueyu Hu Jiaying Liu 40 122 0 08 Jun 2018
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 130 989 0 25 Sep 2016
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 70 244 0 18 Jul 2016