Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach

9 January 2020

Papers citing "Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach"

28 / 28 papers shown

Title
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation Xu Zhang Peiyao Guo Ming Lu Zhan Ma 43 2 0 29 Sep 2024
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
Rethinking Learned Image Compression: Context is All You Need Jixiang Luo 34 0 0 16 Jul 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 51 1 0 01 Jul 2024
Task-Aware Encoder Control for Deep Video Compression Xingtong Ge Jixiang Luo Xinjie Zhang Tongda Xu Guo Lu Dailan He Jing Geng Yan Wang Jun Zhang Hongwei Qin 31 5 0 07 Apr 2024
GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting Xinjie Zhang Xingtong Ge Tongda Xu Dailan He Yan Wang Hongwei Qin Guo Lu Jing Geng Jun Zhang 3DGS 44 22 0 13 Mar 2024
Scalable Human-Machine Point Cloud Compression Mateen Ulhaq Ivan V. Bajić 21 1 0 19 Feb 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 40 14 0 25 Dec 2023
Learned Point Cloud Compression for Classification Mateen Ulhaq Ivan V. Bajić 27 8 0 11 Aug 2023
Learned Scalable Video Coding For Humans and Machines Hadi Hadizadeh Ivan V. Bajić 17 6 0 18 Jul 2023
Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts Ruoyu Feng Jinming Liu Xin Jin Xiaohan Pan Heming Sun Zhibo Chen VLM 60 11 0 04 May 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling V. Sheoran Yixin Gao Shreyansh Joshi Tanisha R. Bhayani Zhibo Chen 36 13 0 04 May 2023
Machine Perception-Driven Image Compression: A Layered Generative Approach Yuefeng Zhang Chuanmin Jia Jian Chang Siwei Ma 25 5 0 14 Apr 2023
Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria Hossam Amer Sepide Shaterian En-Hui Yang VLM 11 0 0 19 Feb 2023
Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling Qi Zhang Shanshe Wang Xinfeng Zhang Chuanmin Jia Jingshan Pan Siwei Ma Wen Gao 27 3 0 13 Nov 2022
Task Oriented Video Coding: A Survey D. Wood 26 4 0 15 Aug 2022
Scalable Video Coding for Humans and Machines Hyomin Choi Ivan V. Bajić 8 15 0 04 Aug 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 37 36 0 05 Jul 2022
Preprocessing Enhanced Image Compression for Machine Vision Guo Lu Xingtong Ge Tianxiong Zhong Jing Geng Qiang Hu 33 22 0 12 Jun 2022
AccMPEG: Optimizing Video Encoding for Video Analytics Kuntai Du Qizheng Zhang Anton Arapin Haodong Wang Zhengxu Xia Junchen Jiang 38 17 0 26 Apr 2022
A Coding Framework and Benchmark towards Compressed Video Understanding Yuan Tian Guo Lu Yichao Yan Guangtao Zhai L. Chen Zhiyong Gao 38 21 0 06 Feb 2022
Facial-Sketch Synthesis: A New Challenge Deng-Ping Fan Ziling Huang Peng Zheng Hong Liu Xue Qin Luc Van Gool CVBM 30 34 0 31 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 33 6 0 19 Dec 2021
Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics Wenhan Yang Haofeng Huang Yueyu Hu Ling-yu Duan Jiaying Liu 30 26 0 18 Oct 2021
Human-Machine Collaborative Video Coding Through Cuboidal Partitioning Ashek Ahmmed M. Paul Manzur Murshed David S. Taubman 13 8 0 02 Feb 2021
Conceptual Compression via Deep Structure and Texture Synthesis Jianhui Chang Zhenghui Zhao Chuanmin Jia Shiqi Wang Lingbo Yang Qi Mao Jian Zhang Siwei Ma DiffM 30 32 0 10 Nov 2020
Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression Shurun Wang Shiqi Wang Wenhan Yang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao CVBM 11 57 0 21 Apr 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