Image Coding for Machines with Omnipotent Feature Learning

5 July 2022

Zongyu Guo

Tianyu He

Papers citing "Image Coding for Machines with Omnipotent Feature Learning"

22 / 22 papers shown

Title
Efficient Masked Image Compression with Position-Indexed Self-Attention Chengjie Dai Tiantian Song Hui Tang Fangdong Chen Bowei Yang Guanghua Song 28 0 0 17 Apr 2025
All-in-One Transferring Image Compression from Human Perception to Multi-Machine Perception Jiancheng Zhao Xiang Ji Zhuoxiao Li Zunian Wan Weihang Ran Mingze Ma Muyao Niu Yifan Zhan Cheng-Ching Tseng Yinqiang Zheng VLM 28 0 0 17 Apr 2025
Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines Junle Liu Yun Zhang Zixi Guo 37 0 0 25 Mar 2025
DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines Junqi Liu Yun Zhang Xiaoqi Wang Xu Long Sam Kwong 21 0 0 14 Nov 2024
Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression Takahiro Shindo Taiju Watanabe Yui Tatsumi Hiroshi Watanabe 17 1 0 10 Oct 2024
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation Xu Zhang Peiyao Guo Ming-Tse Lu Zhan Ma 26 2 0 29 Sep 2024
Bridging Compressed Image Latents and Multimodal Large Language Models Chia-Hao Kao Cheng Chien Yu-Jen Tseng Yi-Hsin Chen Alessandro Gnutti Shao-Yuan Lo Wen-Hsiao Peng Riccardo Leonardi 37 0 0 29 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 22 2 0 16 Jul 2024
Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding Danish Nazir Timo Bartels Jan Piewek Thorsten Bagdonat Tim Fingscheidt 27 0 0 15 Jul 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 22 5 0 13 Jul 2024
Scalable Image Coding for Humans and Machines Using Feature Fusion Network Takahiro Shindo Taiju Watanabe Yui Tatsumi Hiroshi Watanabe 19 5 0 15 May 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 25 5 0 07 Apr 2024
Image Coding for Machines with Edge Information Learning Using Segment Anything Takahiro Shindo Kein Yamada Taiju Watanabe Hiroshi Watanabe 19 7 0 07 Mar 2024
Image Coding for Machines with Object Region Learning Takahiro Shindo Taiju Watanabe Kein Yamada Hiroshi Watanabe 17 7 0 27 Aug 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 42 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 29 12 0 04 May 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 11 0 0 13 Nov 2022
Meta Clustering Learning for Large-scale Unsupervised Person Re-identification Xin Jin Tianyu He Xu Shen Tongliang Liu Xinchao Wang Jianqiang Huang Zhibo Chen Xiansheng Hua 11 11 0 19 Nov 2021
End-to-end Learning of Compressible Features Saurabh Singh Sami Abu-El-Haija Nick Johnston Johannes Ballé Abhinav Shrivastava G. Toderici SSL 86 71 0 23 Jul 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 235 3,029 0 09 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 420 15,438 0 02 Nov 2015