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1901.03460
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DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition
11 January 2019
Zheng Shou
Xudong Lin
Yannis Kalantidis
Laura Sevilla-Lara
Marcus Rohrbach
Shih-Fu Chang
Zhicheng Yan
VGen
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Papers citing
"DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition"
43 / 43 papers shown
Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition
Shristi Das Biswas
Efstathia Soufleri
Arani Roy
Kaushik Roy
399
3
0
17 Mar 2025
Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation
Efstathia Soufleri
Deepak Ravikumar
Kaushik Roy
226
6
0
02 Jul 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
276
13
0
07 Apr 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Jie Zhang
Zhifan Wan
Lanqing Hu
Stephen Lin
Shuzhe Wu
Shiguang Shan
TTA
516
3
0
15 Jan 2024
Local Compressed Video Stream Learning for Generic Event Boundary Detection
International Journal of Computer Vision (IJCV), 2023
Libo Zhang
Xin Gu
Congcong Li
Tiejian Luo
Hengrui Fan
316
8
0
27 Sep 2023
SOAR: Scene-debiasing Open-set Action Recognition
IEEE International Conference on Computer Vision (ICCV), 2023
Yuanhao Zhai
Ziyi Liu
Zhenyu Wu
Yi Wu
Chunluan Zhou
David Doermann
Junsong Yuan
Gang Hua
349
15
0
03 Sep 2023
Reasoning over the Behaviour of Objects in Video-Clips for Adverb-Type Recognition
Amrithaa Seshadri
Alessandra Russo
359
0
0
09 Jul 2023
VideoComposer: Compositional Video Synthesis with Motion Controllability
Neural Information Processing Systems (NeurIPS), 2023
Xiang Wang
Hangjie Yuan
Shiwei Zhang
Dayou Chen
Jiuniu Wang
Yingya Zhang
Yujun Shen
Deli Zhao
Jingren Zhou
VGen
DiffM
688
497
0
03 Jun 2023
You Can Ground Earlier than See: An Effective and Efficient Pipeline for Temporal Sentence Grounding in Compressed Videos
Computer Vision and Pattern Recognition (CVPR), 2023
Xiang Fang
Daizong Liu
Pan Zhou
Guoshun Nan
270
56
0
14 Mar 2023
Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos
Computer Vision and Pattern Recognition (CVPR), 2023
Yubin Hu
Yuze He
Yanghao Li
Jisheng Li
Yuxing Han
Jiangtao Wen
Wenshu Fan
VOS
242
21
0
13 Mar 2023
CGCV:Context Guided Correlation Volume for Optical Flow Neural Networks
Jiangpeng Li
Y. Niu
220
1
0
20 Dec 2022
Deep Unsupervised Key Frame Extraction for Efficient Video Classification
Hao Tang
L. Ding
Songsong Wu
Bin Ren
Andrii Zadaianchuk
Paolo Rota
187
55
0
12 Nov 2022
Video Event Extraction via Tracking Visual States of Arguments
AAAI Conference on Artificial Intelligence (AAAI), 2022
Guang Yang
Pengfei Yu
Jiajie Zhang
Xudong Lin
Shih-Fu Chang
Heng Ji
274
13
0
03 Nov 2022
Compressed Vision for Efficient Video Understanding
Asian Conference on Computer Vision (ACCV), 2022
Olivia Wiles
João Carreira
Iain Barr
Andrew Zisserman
Mateusz Malinowski
191
13
0
06 Oct 2022
Speeding Up Action Recognition Using Dynamic Accumulation of Residuals in Compressed Domain
Social Science Research Network (SSRN), 2022
Ali Abdari
Pouria Amirjan
Azadeh Mansouri
257
2
0
29 Sep 2022
Multi-Attention Network for Compressed Video Referring Object Segmentation
ACM Multimedia (ACM MM), 2022
Weidong Chen
Dexiang Hong
Yuankai Qi
Zhenjun Han
Shuhui Wang
Laiyun Qing
Qingming Huang
Guorong Li
VOS
275
59
0
26 Jul 2022
Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Bing Li
Jiaxin Chen
Dongming Zhang
Xiuguo Bao
Di Huang
203
20
0
07 May 2022
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Congcong Li
Xinyao Wang
Longyin Wen
Dexiang Hong
Tiejian Luo
Libo Zhang
199
22
0
29 Mar 2022
Gate-Shift-Fuse for Video Action Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Swathikiran Sudhakaran
Sergio Escalera
Oswald Lanz
337
36
0
16 Mar 2022
A Coding Framework and Benchmark towards Compressed Video Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yuan Tian
Guo Lu
Manwen Liao
Guangtao Zhai
Lixing Chen
Zhiyong Gao
214
4
0
06 Feb 2022
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
389
11
0
25 Jan 2022
TEAM-Net: Multi-modal Learning for Video Action Recognition with Partial Decoding
Zhengwei Wang
Qi She
A. Smolic
387
15
0
17 Oct 2021
Spatio-Temporal Video Representation Learning for AI Based Video Playback Style Prediction
Rishubh Parihar
Gaurav Ramola
Ranajit Saha
Raviprasad Kini
Aniket Rege
S. Velusamy
226
1
0
03 Oct 2021
MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition
Jiawei Chen
C. Ho
ViT
337
114
0
20 Aug 2021
Self-supervised Video Representation Learning by Context and Motion Decoupling
Computer Vision and Pattern Recognition (CVPR), 2021
Lianghua Huang
Yu Liu
Bin Wang
Pan Pan
Yinghui Xu
Rong Jin
SSL
295
57
0
02 Apr 2021
Unsupervised Motion Representation Enhanced Network for Action Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Xiaohang Yang
Lingtong Kong
Jie Yang
198
4
0
05 Mar 2021
Video Captioning in Compressed Video
International Conference on Image, Vision and Computing (ICIVC), 2021
Mingjian Zhu
Chenrui Duan
Changbin (Brad) Yu
145
6
0
02 Jan 2021
Identity-aware Facial Expression Recognition in Compressed Video
International Conference on Pattern Recognition (ICPR), 2021
Xiaofeng Liu
Linghao Jin
Xu Han
Jun Lu
J. You
Lingsheng Kong
CVBM
395
24
0
01 Jan 2021
Human Action Recognition from Various Data Modalities: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zehua Sun
Qiuhong Ke
Hossein Rahmani
Mohammed Bennamoun
Gang Wang
Jun Liu
MU
779
751
0
22 Dec 2020
A Comprehensive Study of Deep Video Action Recognition
Yi Zhu
Xinyu Li
Chunhui Liu
Mohammadreza Zolfaghari
Yuanjun Xiong
Chongruo Wu
Zhi-Li Zhang
Joseph Tighe
R. Manmatha
Mu Li
VLM
AI4TS
352
217
0
11 Dec 2020
Recent Progress in Appearance-based Action Recognition
J. Humphreys
Zhe Chen
Dacheng Tao
221
0
0
25 Nov 2020
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization
Yuanhao Zhai
Le Wang
Wei Tang
Qilin Zhang
Junsong Yuan
G. Hua
272
154
0
22 Oct 2020
Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video
Pattern Recognition (Pattern Recognit.), 2020
Xiaofeng Liu
Linghao Jin
Xu Han
J. You
CVBM
435
29
0
20 Oct 2020
A Unified Framework for Shot Type Classification Based on Subject Centric Lens
European Conference on Computer Vision (ECCV), 2020
Anyi Rao
Jiaze Wang
Linning Xu
Xuekun Jiang
Qingqiu Huang
Bolei Zhou
Dahua Lin
270
84
0
08 Aug 2020
Object Detection in the DCT Domain: is Luminance the Solution?
International Conference on Pattern Recognition (ICPR), 2020
Benjamin Deguerre
Clément Chatelain
Gilles Gasso
ObjD
303
11
0
10 Jun 2020
Tamed Warping Network for High-Resolution Semantic Video Segmentation
Songyuan Li
Junyi Feng
Xi Li
VOS
302
3
0
04 May 2020
TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Junyi Feng
Songyuan Li
Xi Li
Leilei Gan
Qi Tian
Ming-Hsuan Yang
Haibin Ling
VOS
273
28
0
30 Mar 2020
Learning to Structure an Image with Few Colors
Computer Vision and Pattern Recognition (CVPR), 2020
Yunzhong Hou
Liang Zheng
Stephen Gould
MQ
328
24
0
17 Mar 2020
Listen to Look: Action Recognition by Previewing Audio
Computer Vision and Pattern Recognition (CVPR), 2019
Ruohan Gao
Tae-Hyun Oh
Kristen Grauman
Lorenzo Torresani
VLM
485
291
0
10 Dec 2019
Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition
Shiyuan Huang
Xudong Lin
Svebor Karaman
Shih-Fu Chang
261
14
0
10 Dec 2019
Gate-Shift Networks for Video Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2019
Swathikiran Sudhakaran
Sergio Escalera
Oswald Lanz
3DPC
449
177
0
01 Dec 2019
Mimic The Raw Domain: Accelerating Action Recognition in the Compressed Domain
Barak Battash
H. Barad
Hanlin Tang
Amit Bleiweiss
375
39
0
19 Nov 2019
Towards Train-Test Consistency for Semi-supervised Temporal Action Localization
Xudong Lin
Zheng Shou
Shih-Fu Chang
178
3
0
24 Oct 2019
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