Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance

15 January 2022

Papers citing "Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance"

39 / 39 papers shown

Title
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 56 494 0 05 May 2021
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 43 198 0 11 Dec 2020
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 164 297 0 20 Oct 2020
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation Christopher Neff A. Sheth Steven Furgurson Hamed Tabkhi 3DH 40 27 0 16 Jul 2020
Decoupled Spatial-Temporal Attention Network for Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 60 49 0 07 Jul 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 78 834 0 31 Mar 2020
Feedback Graph Convolutional Network for Skeleton-based Action Recognition Hao Yang D. Yan Ling Zhang Dong Li Yunda Sun Shaodi You Stephen J. Maybank 77 107 0 17 Mar 2020
Predictively Encoded Graph Convolutional Network for Noise-Robust Skeleton-based Action Recognition Jongmin Yu Yongsang Yoon M. Jeon 174 46 0 17 Mar 2020
What Information Does a ResNet Compress? L. N. Darlow Amos Storkey SSL 42 12 0 13 Mar 2020
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition Konstantinos Papadopoulos Enjie Ghorbel Djamila Aouada Björn E. Ottersten GNN 125 42 0 20 Dec 2019
REVAMP $^2$ T: Real-time Edge Video Analytics for Multi-camera Privacy-aware Pedestrian Tracking Christopher Neff Matías Mendieta Shrey Mohan Mohammadreza Baharani Samuel Rogers Hamed Tabkhi 43 56 0 20 Nov 2019
On the Relationship between Self-Attention and Convolutional Layers Jean-Baptiste Cordonnier Andreas Loukas Martin Jaggi 107 534 0 08 Nov 2019
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 131 4,014 0 08 Oct 2019
Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels Kristoffer Wickstrøm Sigurd Løkse Michael C. Kampffmeyer Shujian Yu José C. Príncipe Robert Jenssen 44 31 0 25 Sep 2019
I-SAFE: Instant Suspicious Activity identiFication at the Edge using Fuzzy Decision Making S. Nikouei Yu Chen Alexander J. Aved Erik P. Blasch Timothy R. Faughnan 20 20 0 12 Sep 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition Boyuan Jiang Mengmeng Wang Weihao Gan Wei Wu Junjie Yan 79 382 0 07 Aug 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 77 1,289 0 12 May 2019
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian 61 911 0 26 Apr 2019
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 132 1,014 0 22 Apr 2019
Learning Implicitly Recurrent CNNs Through Parameter Sharing Pedro H. P. Savarese Michael Maire 74 70 0 26 Feb 2019
An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition Chenyang Si Wentao Chen Wei Wang Liang Wang Tieniu Tan 68 712 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 121 4,587 0 18 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 164 3,272 0 10 Dec 2018
Multi-granularity Generator for Temporal Action Proposal Yuan Liu Lin Ma Yifeng Zhang Wen Liu Shih-Fu Chang 74 194 0 28 Nov 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 85 1,688 0 20 Nov 2018
Real-Time Human Detection as an Edge Service Enabled by a Lightweight CNN S. Nikouei Yu Chen Sejun Song Ronghua Xu Baek-Young Choi Timothy R. Faughnan 3DH ObjD 55 121 0 24 Apr 2018
Convolutional Neural Networks with Alternately Updated Clique Yibo Yang Zhisheng Zhong Tiancheng Shen Zhouchen Lin 66 128 0 28 Feb 2018
Scalable Mutual Information Estimation using Dependence Graphs M. Noshad Yu Zeng Alfred Hero 50 72 0 27 Jan 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 232 4,161 0 23 Jan 2018
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 200 3,029 0 30 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 670 131,414 0 12 Jun 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 235 3,801 0 19 May 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,832 0 17 Apr 2017
Opening the Black Box of Deep Neural Networks via Information Ravid Shwartz-Ziv Naftali Tishby AI4CE 98 1,408 0 02 Mar 2017
ShaResNet: reducing residual network parameter number by sharing weights Alexandre Boulch 88 26 0 28 Feb 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 602 28,999 0 09 Sep 2016
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 189 1,582 0 09 Mar 2015
Cross-view Action Modeling, Learning and Recognition Jiang Wang Xiaohan Nie Yin Xia Ying Nian Wu Song-Chun Zhu 70 528 0 12 May 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 398 43,619 0 01 May 2014