Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition

7 November 2021

Jianru Xue

Papers citing "Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition"

40 / 40 papers shown

Title
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 87 835 0 31 Mar 2020
Learning Deep Bilinear Transformation for Fine-grained Image Representation Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 71 150 0 09 Nov 2019
EleAtt-RNN: Adding Attentiveness to Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 52 83 0 03 Sep 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 82 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
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 3DH 81 444 0 02 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 128 4,056 0 25 Feb 2019
An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition Chenyang Si Wentao Chen Wei Wang Liang Wang Tieniu Tan 73 712 0 25 Feb 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 284 1,419 0 04 Dec 2018
Adding Attentiveness to the Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 61 96 0 12 Jul 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 106 756 0 05 Jun 2018
Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning Chenyang Si Ya Jing Wei Wang Liang Wang Tieniu Tan 68 354 0 07 May 2018
View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 73 415 0 20 Apr 2018
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 57 537 0 17 Apr 2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 157 154 0 22 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 241 4,172 0 23 Jan 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 289 8,906 0 21 Nov 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 75 354 0 31 Oct 2017
The Microsoft 2017 Conversational Speech Recognition System Wayne Xiong Lingfeng Wu F. Alleva J. Droppo Xuedong Huang A. Stolcke 73 466 0 21 Aug 2017
Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks Jun Liu G. Wang Ling-yu Duan Kamila Abdiyeva Alex C. Kot HAI 146 490 0 18 Jul 2017
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates Jun Liu Amir Shahroudy Dong Xu Alex C. Kot G. Wang 65 455 0 26 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 710 131,652 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 169 3,287 0 08 May 2017
Skeleton-based Action Recognition with Convolutional Neural Networks Chong Li Qiaoyong Zhong Di Xie Shiliang Pu MedIm ViT 66 368 0 25 Apr 2017
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 157 571 0 24 Mar 2017
A New Representation of Skeleton Sequences for 3D Action Recognition Qiuhong Ke Bennamoun Senjian An Ferdous Sohel F. Boussaïd 3DH 148 792 0 09 Mar 2017
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 151 6,541 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 187 987 0 18 Nov 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,399 0 12 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 644 29,076 0 09 Sep 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 164 1,106 0 24 Jul 2016
Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection Guillermo Garcia-Hernando Tae-Kyun Kim 52 72 0 10 Jul 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 253 2,490 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 162 873 0 24 Mar 2016
Space-Time Representation of People Based on 3D Skeletal Data: A Review Fei Han Brian Reily W. Hoff Hao Zhang 3DH 49 307 0 05 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014