Learned Image Compression for Machine Perception

Learned Image Compression for Machine Perception

3 November 2021

Felipe Codevilla

Jean-Gabriel Simard

Papers citing "Learned Image Compression for Machine Perception"

16 / 16 papers shown

Title
Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines Junle Liu Yun Zhang Zixi Guo 41 0 0 25 Mar 2025
Guided Diffusion for the Extension of Machine Vision to Human Visual Perception Takahiro Shindo Yui Tatsumi Taiju Watanabe Hiroshi Watanabe DiffM VLM 54 0 0 23 Mar 2025
Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression Takahiro Shindo Taiju Watanabe Yui Tatsumi Hiroshi Watanabe 23 1 0 10 Oct 2024
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation Han Li Shaohui Li Shuangrui Ding Wenrui Dai Maida Cao Chenglin Li Junni Zou Hongkai Xiong VLM 37 5 0 13 Jul 2024
Scalable Image Coding for Humans and Machines Using Feature Fusion Network Takahiro Shindo Taiju Watanabe Yui Tatsumi Hiroshi Watanabe 21 5 0 15 May 2024
Image Coding for Machines with Edge Information Learning Using Segment Anything Takahiro Shindo Kein Yamada Taiju Watanabe Hiroshi Watanabe 27 7 0 07 Mar 2024
Deep-Learned Compression for Radio-Frequency Signal Classification Armani Rodriguez Yagna Kaasaragadda S. Kokalj-Filipovic 26 1 0 05 Mar 2024
Learned Image Compression with Text Quality Enhancement Chih-Yu Lai Dung N. Tran K. Koishida 39 2 0 13 Feb 2024
Image Coding for Machines with Object Region Learning Takahiro Shindo Taiju Watanabe Kein Yamada Hiroshi Watanabe 28 7 0 27 Aug 2023
Machine Perception-Driven Image Compression: A Layered Generative Approach Yuefeng Zhang Chuanmin Jia Jian Chang Siwei Ma 17 5 0 14 Apr 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 21 3 0 13 Nov 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 29 36 0 05 Jul 2022
End-to-end Learning of Compressible Features Saurabh Singh Sami Abu-El-Haija Nick Johnston Johannes Ballé Abhinav Shrivastava G. Toderici SSL 94 71 0 23 Jul 2020
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez F. I. F. Richard Yu ObjD 92 544 0 16 Mar 2020
Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning Xiaopeng Yan Ziliang Chen Anni Xu Xiaoxi Wang Xiaodan Liang Liang Lin ObjD 160 446 0 28 Sep 2019
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 195 5,175 0 16 Sep 2016