ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2001.03569
  4. Cited By
Video Coding for Machines: A Paradigm of Collaborative Compression and
  Intelligent Analytics
v1v2 (latest)

Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics

IEEE Transactions on Image Processing (TIP), 2020
10 January 2020
Ling-yu Duan
Jiaying Liu
Wenhan Yang
Tiejun Huang
Wen Gao
ArXiv (abs)PDFHTML

Papers citing "Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics"

50 / 66 papers shown
RDD: Pareto Analysis of the Rate-Distortion-Distinguishability Trade-off
RDD: Pareto Analysis of the Rate-Distortion-Distinguishability Trade-off
Andriy Enttsel
Alex Marchioni
Andrea Zanellini
Mauro Mangia
G. Setti
R. Rovatti
131
0
0
29 Sep 2025
UniMIC: Token-Based Multimodal Interactive Coding for Human-AI Collaboration
UniMIC: Token-Based Multimodal Interactive Coding for Human-AI Collaboration
Qi Mao
Tinghan Yang
Jiahao Li
Bin Li
Libiao Jin
Yan Lu
255
0
0
26 Sep 2025
FCA2: Frame Compression-Aware Autoencoder for Modular and Fast Compressed Video Super-Resolution
FCA2: Frame Compression-Aware Autoencoder for Modular and Fast Compressed Video Super-Resolution
Zhaoyang Wang
Jie Li
Wen Lu
Lihuo He
Maoguo Gong
Xinbo Gao
228
0
0
13 Jun 2025
Compressed Feature Quality Assessment: Dataset and Baselines
Compressed Feature Quality Assessment: Dataset and Baselines
Changsheng Gao
Wei Zhou
Guosheng Lin
Weisi Lin
202
1
0
09 Jun 2025
Efficient Masked Image Compression with Position-Indexed Self-Attention
Efficient Masked Image Compression with Position-Indexed Self-Attention
Chengjie Dai
Tiantian Song
Hui Tang
Fangdong Chen
Bowei Yang
Guanghua Song
246
0
0
17 Apr 2025
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
212
3
0
25 Mar 2025
Goal-Oriented Source Coding using LDPC Codes for Compressed-Domain Image Classification
Goal-Oriented Source Coding using LDPC Codes for Compressed-Domain Image Classification
Ahcen Aliouat
Elsa Dupraz
288
0
0
15 Mar 2025
An Efficient Adaptive Compression Method for Human Perception and Machine Vision Tasks
An Efficient Adaptive Compression Method for Human Perception and Machine Vision Tasks
Lei Liu
Zhenghao Chen
Zhihao Hu
Dong Xu
416
6
0
08 Jan 2025
DT-JRD: Deep Transformer based Just Recognizable Difference Prediction
  Model for Video Coding for Machines
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
316
0
0
14 Nov 2024
Toward Scalable Image Feature Compression: A Content-Adaptive and
  Diffusion-Based Approach
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based ApproachACM Multimedia (MM), 2023
Sha Guo
Zhuo Chen
Yang Zhao
Ning Zhang
Xiaochen Li
Lingyu Duan
DiffM
346
8
0
08 Oct 2024
Tell Codec What Worth Compressing: Semantically Disentangled Image
  Coding for Machine with LMMs
Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMsVisual Communications and Image Processing (VCIP), 2024
Jinming Liu
Yuntao Wei
Junyan Lin
Shengyang Zhao
Heming Sun
Zhibo Chen
Wenjun Zeng
Xin Jin
433
7
0
16 Aug 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image
  Compression
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression
Jinming Liu
Ruoyu Feng
Yunpeng Qi
Qiuyu Chen
Zhibo Chen
Wenjun Zeng
Xin Jin
374
17
0
16 Jul 2024
Rethinking Learned Image Compression: Context is All You Need
Rethinking Learned Image Compression: Context is All You Need
Jixiang Luo
390
2
0
16 Jul 2024
Image Compression for Machine and Human Vision with Spatial-Frequency
  Adaptation
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
381
32
0
13 Jul 2024
Advancing Compressed Video Action Recognition through Progressive
  Knowledge Distillation
Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation
Efstathia Soufleri
Deepak Ravikumar
Kaushik Roy
223
6
0
02 Jul 2024
Coding for Intelligence from the Perspective of Category
Coding for Intelligence from the Perspective of Category
Wenhan Yang
Zixuan Hu
Lilang Lin
Jiaying Liu
Ling-Yu Duan
AI4CE
651
2
0
01 Jul 2024
Competitive Learning for Achieving Content-specific Filters in Video
  Coding for Machines
Competitive Learning for Achieving Content-specific Filters in Video Coding for Machines
Honglei Zhang
Jukka I. Ahonen
Nam Le
Ruiying Yang
Francesco Cricri
211
3
0
18 Jun 2024
Scalable Image Coding for Humans and Machines Using Feature Fusion
  Network
Scalable Image Coding for Humans and Machines Using Feature Fusion NetworkIEEE International Workshop on Multimedia Signal Processing (MMSP), 2024
Takahiro Shindo
Taiju Watanabe
Yui Tatsumi
Hiroshi Watanabe
535
11
0
15 May 2024
A Rate-Distortion-Classification Approach for Lossy Image Compression
A Rate-Distortion-Classification Approach for Lossy Image Compression
Yuefeng Zhang
224
9
0
06 May 2024
Learning on JPEG-LDPC Compressed Images: Classifying with Syndromes
Learning on JPEG-LDPC Compressed Images: Classifying with SyndromesEuropean Signal Processing Conference (EUSIPCO), 2024
Ahcen Aliouat
Elsa Dupraz
216
1
0
15 Mar 2024
A Modular System for Enhanced Robustness of Multimedia Understanding
  Networks via Deep Parametric Estimation
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation
F. Barbato
Umberto Michieli
Mehmet Karim Yucel
Pietro Zanuttigh
Mete Ozay
361
2
0
28 Feb 2024
Scalable Human-Machine Point Cloud Compression
Scalable Human-Machine Point Cloud Compression
Mateen Ulhaq
Ivan V. Bajić
276
5
0
19 Feb 2024
Generative Visual Compression: A Review
Generative Visual Compression: A Review
Bo Chen
Shanzhi Yin
Peilin Chen
Shiqi Wang
Yan Ye
289
16
0
03 Feb 2024
Bridging the gap between image coding for machines and humans
Bridging the gap between image coding for machines and humans
Nam Le
Honglei Zhang
Francesco Cricri
Ramin Ghaznavi-Youvalari
Hamed R. Tavakoli
Emre B. Aksu
M. Hannuksela
Esa Rahtu
342
7
0
19 Jan 2024
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for
  Human-Machine Collaborative Vision
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
257
26
0
25 Dec 2023
Deep Video Codec Control for Vision Models
Deep Video Codec Control for Vision Models
Christoph Reich
Biplob K. Debnath
Deep Patel
Tim Prangemeier
Daniel Cremers
S. Chakradhar
501
2
0
30 Aug 2023
Image Coding for Machines with Object Region Learning
Image Coding for Machines with Object Region LearningConsumer Communications and Networking Conference (CCNC), 2023
Takahiro Shindo
Taiju Watanabe
Kein Yamada
Hiroshi Watanabe
319
11
0
27 Aug 2023
Learned Point Cloud Compression for Classification
Learned Point Cloud Compression for ClassificationIEEE International Workshop on Multimedia Signal Processing (MMSP), 2023
Mateen Ulhaq
Ivan V. Bajić
285
14
0
11 Aug 2023
Learned Scalable Video Coding For Humans and Machines
Learned Scalable Video Coding For Humans and MachinesEURASIP Journal on Image and Video Processing (EURASIP J. Image Video Process), 2023
Hadi Hadizadeh
Ivan V. Bajić
212
11
0
18 Jul 2023
Prompt-ICM: A Unified Framework towards Image Coding for Machines with
  Task-driven Prompts
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
277
17
0
04 May 2023
Machine Perception-Driven Image Compression: A Layered Generative
  Approach
Machine Perception-Driven Image Compression: A Layered Generative Approach
Yuefeng Zhang
Chuanmin Jia
Jian Chang
Siwei Ma
169
8
0
14 Apr 2023
Accuracy Improvement of Object Detection in VVC Coded Video Using
  YOLO-v7 Features
Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 FeaturesInternational Conference on Artificial Intelligence in Engineering and Technology (ICAIET), 2023
Takahiro Shindo
Taiju Watanabe
Kein Yamada
Hiroshi Watanabe
ObjD
248
12
0
03 Apr 2023
Pruned Lightweight Encoders for Computer Vision
Pruned Lightweight Encoders for Computer VisionIEEE International Workshop on Multimedia Signal Processing (MMSP), 2022
Jakub Žádník
M. Mäkitalo
P. Jääskeläinen
90
1
0
23 Nov 2022
Toward Adaptive Semantic Communications: Efficient Data Transmission via
  Online Learned Nonlinear Transform Source-Channel Coding
Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel CodingIEEE Journal on Selected Areas in Communications (JSAC), 2022
Jincheng Dai
Sixian Wang
Ke Yang
Kailin Tan
Xiaoqi Qin
Zhongwei Si
K. Niu
Ping Zhang
276
48
0
08 Nov 2022
Task Oriented Video Coding: A Survey
Task Oriented Video Coding: A Survey
D. Wood
319
4
0
15 Aug 2022
Scalable Video Coding for Humans and Machines
Scalable Video Coding for Humans and MachinesIEEE International Workshop on Multimedia Signal Processing (MMSP), 2022
Hyomin Choi
Ivan V. Bajić
153
19
0
04 Aug 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented
  Communications
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented CommunicationsIEEE Journal on Selected Areas in Communications (JSAC), 2022
Deniz Gunduz
Zhijin Qin
Iñaki Estella Aguerri
Harpreet S. Dhillon
Zhaohui Yang
Aylin Yener
Kai‐Kit Wong
C. Chae
501
717
0
19 Jul 2022
Image Coding for Machines with Omnipotent Feature Learning
Image Coding for Machines with Omnipotent Feature LearningEuropean Conference on Computer Vision (ECCV), 2022
Ruoyu Feng
Xin Jin
Zongyu Guo
Runsen Feng
Yixin Gao
Tianyu He
Zhizheng Zhang
Simeng Sun
Zhibo Chen
VLM
310
60
0
05 Jul 2022
Wireless Deep Video Semantic Transmission
Wireless Deep Video Semantic TransmissionIEEE Journal on Selected Areas in Communications (JSAC), 2022
Sixian Wang
Jincheng Dai
Zijian Liang
K. Niu
Zhongwei Si
Chao Dong
Xiaoqi Qin
Ping Zhang
3DVDiffM
407
240
0
26 May 2022
AccMPEG: Optimizing Video Encoding for Video Analytics
AccMPEG: Optimizing Video Encoding for Video Analytics
Kuntai Du
Qizheng Zhang
Anton Arapin
Haodong Wang
Zhengxu Xia
Junchen Jiang
221
23
0
26 Apr 2022
Feature Compression for Rate Constrained Object Detection on the Edge
Feature Compression for Rate Constrained Object Detection on the EdgeConference on Multimedia Information Processing and Retrieval (MIPR), 2022
Zhongzheng Yuan
Samyak Rawlekar
S. Garg
E. Erkip
Yao Wang
294
16
0
15 Apr 2022
Video Coding for Machines with Feature-Based Rate-Distortion
  Optimization
Video Coding for Machines with Feature-Based Rate-Distortion OptimizationIEEE International Workshop on Multimedia Signal Processing (MMSP), 2020
Kristian Fischer
Fabian Brand
Christian Herglotz
Andre Kaup
151
45
0
11 Mar 2022
A Coding Framework and Benchmark towards Compressed Video Understanding
A Coding Framework and Benchmark towards Compressed Video UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yuan Tian
Guo Lu
Manwen Liao
Guangtao Zhai
Lixing Chen
Zhiyong Gao
201
4
0
06 Feb 2022
An Indirect Rate-Distortion Characterization for Semantic Sources:
  General Model and the Case of Gaussian Observation
An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian ObservationIEEE Transactions on Communications (IEEE Trans. Commun.), 2022
Jiakun Liu
Shuo Shao
Wenyi Zhang
H. Vincent Poor
277
50
0
29 Jan 2022
Semantically Video Coding: Instill Static-Dynamic Clues into Structured
  Bitstream for AI Tasks
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks
Xin Jin
Ruoyu Feng
Simeng Sun
Runsen Feng
Tianyu He
Zhibo Chen
383
11
0
25 Jan 2022
Video Coding for Machines: Partial transmission of SIFT features
Video Coding for Machines: Partial transmission of SIFT features
Slawomir Maćkowiak
Marek Domañski
Slawomir Ró.zek
Dominik Cywiñski
Jakub Szkielda
137
2
0
07 Jan 2022
Task-Oriented Image Transmission for Scene Classification in Unmanned
  Aerial Systems
Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial SystemsIEEE Transactions on Communications (IEEE Trans. Commun.), 2021
Xu Kang
Bin Song
Jie Guo
Zhijin Qin
F. Yu
215
133
0
21 Dec 2021
A New Image Codec Paradigm for Human and Machine Uses
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
200
7
0
19 Dec 2021
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
377
67
0
17 Dec 2021
Video Coding for Machine: Compact Visual Representation Compression for
  Intelligent Collaborative Analytics
Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics
Wenhan Yang
Haofeng Huang
Yueyu Hu
Ling-yu Duan
Jiaying Liu
277
27
0
18 Oct 2021
12
Next
Page 1 of 2