Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines

25 March 2025

Papers citing "Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines"

13 / 13 papers shown

Title
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling Wenxue Cui Xingtao Wang Xiaopeng Fan Shaohui Liu Xinwei Gao Debin Zhao 52 2 0 29 Feb 2024
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 88 39 0 05 Jul 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 76 330 0 21 Mar 2022
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 82 51 0 17 Dec 2021
Learned Image Compression for Machine Perception Felipe Codevilla Jean-Gabriel Simard Ross Goroshin C. Pal 49 21 0 03 Nov 2021
End-to-end Compression Towards Machine Vision: Network Architecture Design and Optimization Shurun Wang Zhao Wang Shiqi Wang Yan Ye 56 29 0 01 Jul 2021
Recent Standard Development Activities on Video Coding for Machines Wen Gao Shan Liu Xiaozhong Xu M. Rafie Yuan Zhang I. Curcio VLM 48 42 0 26 May 2021
End-to-end optimized image compression for machines, a study Lahiru D. Chamain Fabien Racapé Jean Bégaint Akshay Pushparaja Simon Feltman 40 65 0 10 Nov 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 138 193 0 10 Jan 2020
Compact Descriptors for Video Analysis: the Emerging MPEG Standard Ling-yu Duan V. Chandrasekhar Shiqi Wang Yihang Lou Jie Lin Yan Bai Tiejun Huang Alex C. Kot Wen Gao 61 83 0 26 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 366 27,244 0 20 Mar 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 528 62,377 0 04 Jun 2015