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

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

Junle Liu
Yun Zhang
Zixi Guo
ArXiv (abs)PDFHTML

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
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling
Wenxue Cui
Xingtao Wang
Xiaopeng Fan
Shaohui Liu
Xinwei Gao
Debin Zhao
50
2
0
29 Feb 2024
Image Coding for Machines with Omnipotent Feature Learning
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
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
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
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
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
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
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
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
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
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
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
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren
Kaiming He
Ross B. Girshick
Jian Sun
AIMatObjD
528
62,377
0
04 Jun 2015

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