IntegralAction: Pose-driven Feature Integration for Robust Human Action Recognition in Videos

13 July 2020

Kyoung Mu Lee

Papers citing "IntegralAction: Pose-driven Feature Integration for Robust Human Action Recognition in Videos"

40 / 40 papers shown

Title
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Asem Ali 3DPC 63 0 0 10 Aug 2024
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 125 1,018 0 09 Apr 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 75 830 0 31 Mar 2020
Mimetics: Towards Understanding Human Actions Out of Context Philippe Weinzaepfel Grégory Rogez 43 72 0 16 Dec 2019
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian 61 907 0 26 Apr 2019
REPAIR: Removing Representation Bias by Dataset Resampling Yi Li Nuno Vasconcelos FaML 65 287 0 16 Apr 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 118 4,573 0 18 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 162 3,262 0 10 Dec 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 85 1,683 0 20 Nov 2018
Pose-Based Two-Stream Relational Networks for Action Recognition in Videos Wei Wang Jinjin Zhang Chenyang Si Liang Wang 34 8 0 22 May 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 113 1,784 0 17 Apr 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 135 484 0 26 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 228 4,150 0 23 Jan 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 137 1,325 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 196 3,021 0 30 Nov 2017
Attentional Pooling for Action Recognition Rohit Girdhar Deva Ramanan 86 320 0 04 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 384 26,365 0 05 Sep 2017
Learnable pooling with Context Gating for video classification Antoine Miech Ivan Laptev Josef Sivic 63 327 0 21 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 219 7,989 0 22 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 222 3,796 0 19 May 2017
Intel RealSense Stereoscopic Depth Cameras L. Keselman J. Woodfill A. Grunnet-Jepsen A. Bhowmik VLM 3DV 58 361 0 16 May 2017
Interpretable 3D Human Action Analysis with Temporal Convolutional Networks Tae Soo Kim A. Reiter 3DH 43 602 0 14 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 53 217 0 03 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 212 2,391 0 23 Dec 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 147 6,528 0 24 Nov 2016
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 98 3,825 0 02 Aug 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 148 1,105 0 24 Jul 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 340 10,467 0 21 Jul 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 144 2,610 0 22 Apr 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 224 2,482 0 11 Apr 2016
Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks Wentao Zhu Cuiling Lan Junliang Xing Wenjun Zeng Yanghao Li Li Shen Xiaohui Xie 139 872 0 24 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 229 9,298 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
P-CNN: Pose-based CNN Features for Action Recognition Guilhem Chéron Ivan Laptev Cordelia Schmid 57 611 0 11 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 421 43,234 0 11 Feb 2015
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 142 6,048 0 17 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.4K 100,213 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.5K 39,472 0 01 Sep 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 237 7,526 0 09 Jun 2014