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Pose And Joint-Aware Action Recognition

16 October 2020

Papers citing "Pose And Joint-Aware Action Recognition"

50 / 61 papers shown

Title
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts Taein Son Soo Won Seo Jisong Kim S. Lee Jun Won Choi VGen 115 0 0 18 Dec 2024
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition M. E. Kalfaoglu Sinan Kalkan A. Aydin Alatan 3DPC 66 142 0 03 Aug 2020
IntegralAction: Pose-driven Feature Integration for Robust Human Action Recognition in Videos Gyeongsik Moon Heeseung Kwon Kyoung Mu Lee Minsu Cho 52 26 0 13 Jul 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 77 140 0 21 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 165 4,572 0 23 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 381 18,866 0 13 Feb 2020
Mimetics: Towards Understanding Human Actions Out of Context Philippe Weinzaepfel Grégory Rogez 51 72 0 16 Dec 2019
MMTM: Multimodal Transfer Module for CNN Fusion Hamid Reza Vaezi Joze Amirreza Shaban Michael L. Iuzzolino K. Koishida 92 283 0 20 Nov 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 622 4,802 0 13 May 2019
Simple yet efficient real-time pose-based action recognition Dennis Ludl T. Gulde Cristóbal Curio 41 48 0 19 Apr 2019
REPAIR: Removing Representation Bias by Dataset Resampling Yi Li Nuno Vasconcelos FaML 79 287 0 16 Apr 2019
SCSampler: Sampling Salient Clips from Video for Efficient Action Recognition Bruno Korbar Du Tran Lorenzo Torresani 69 225 0 08 Apr 2019
Efficient Video Classification Using Fewer Frames S. Bhardwaj Mukundhan Srinivasan Mitesh M. Khapra 74 88 0 27 Feb 2019
STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection William J. McNally A. Wong J. McPhee HAI 3DH 45 26 0 26 Feb 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 138 4,062 0 25 Feb 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 124 4,598 0 18 Dec 2018
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 185 480 0 12 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 169 3,282 0 10 Dec 2018
PoseFix: Model-agnostic General Human Pose Refinement Network Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 60 165 0 10 Dec 2018
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark Jiefeng Li Can Wang Hao Zhu Yihuan Mao Haoshu Fang Cewu Lu 60 512 0 02 Dec 2018
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 184 200 0 29 Nov 2018
Evolving Space-Time Neural Architectures for Videos A. Piergiovanni A. Angelova Alexander Toshev Michael S. Ryoo 71 57 0 26 Nov 2018
Compact Generalized Non-local Network Kaiyu Yue Ming Sun Yuchen Yuan Feng Zhou Errui Ding Fuxin Xu 55 162 0 31 Oct 2018
Actor-Centric Relation Network Chen Sun Abhinav Shrivastava Carl Vondrick Kevin Patrick Murphy Rahul Sukthankar Cordelia Schmid 113 221 0 28 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 351 10,356 0 10 Jul 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 106 756 0 05 Jun 2018
Non-Linear Temporal Subspace Representations for Activity Recognition A. Cherian S. Sra Stephen Gould Leonid Sigal 211 44 0 27 Mar 2018
Multi-Scale Structure-Aware Network for Human Pose Estimation Lipeng Ke Ming-Ching Chang H. Qi Siwei Lyu 3DH 62 272 0 27 Mar 2018
Video Representation Learning Using Discriminative Pooling Jue Wang A. Cherian Fatih Porikli Stephen Gould FAtt 46 61 0 26 Mar 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 165 484 0 26 Feb 2018
Pose Flow: Efficient Online Pose Tracking Yuliang Xiu Jiefeng Li Haoyu Wang Yinghong Fang Cewu Lu VOT 3DH 86 315 0 03 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 244 4,179 0 23 Jan 2018
LSTM Pose Machines Yue Luo Jimmy S. J. Ren Zhouxia Wang Wenxiu Sun Jin-shan Pan Jianbo Liu Jiahao Pang Liang Lin 68 120 0 18 Dec 2017
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 155 1,333 0 13 Dec 2017
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 235 3,033 0 30 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 300 8,917 0 21 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,557 0 05 Sep 2017
Video Summarization with Attention-Based Encoder-Decoder Networks Zhong Ji Kailin Xiong Yanwei Pang Xuelong Li 66 307 0 31 Aug 2017
Learning Feature Pyramids for Human Pose Estimation Wei Yang Shuang Li Wanli Ouyang Hongsheng Li Xiaogang Wang 3DH 75 491 0 03 Aug 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 121 1,031 0 23 May 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 240 8,038 0 22 May 2017
Query-adaptive Video Summarization via Quality-aware Relevance Estimation A. Vasudevan Michael Gygli Anna Volokitin Luc Van Gool 85 93 0 01 May 2017
Generalized Rank Pooling for Activity Recognition A. Cherian Basura Fernando Mehrtash Harandi Stephen Gould 58 83 0 07 Apr 2017
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection Mohammadreza Zolfaghari Gabriel L. Oliveira Nima Sedaghat Thomas Brox 70 217 0 03 Apr 2017
Asynchronous Temporal Fields for Action Recognition Gunnar Sigurdsson S. Divvala Ali Farhadi Abhinav Gupta BDL 73 170 0 19 Dec 2016
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 135 1,587 0 01 Dec 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 156 6,548 0 24 Nov 2016
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data Sijie Song Cuiling Lan Junliang Xing Wenjun Zeng Jiaying Liu 189 988 0 18 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 361 5,379 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 198 2,537 0 02 Nov 2016