Human Action Recognition from Various Data Modalities: A Review

Human Action Recognition from Various Data Modalities: A Review

22 December 2020

Zehua Sun

Hossein Rahmani

Mohammed Bennamoun

Jun Liu

Papers citing "Human Action Recognition from Various Data Modalities: A Review"

14 / 64 papers shown

Title
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 204 422 0 01 Feb 2021
Trear: Transformer-based RGB-D Egocentric Action Recognition Xiangyu Li Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li ViT 188 88 0 05 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,430 0 04 Jan 2021
Temporal Binary Representation for Event-Based Action Recognition Simone Undri Innocenti Federico Becattini F. Pernici A. Bimbo 52 67 0 18 Oct 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya-Qin Zhang Yanfeng Wang Qi Tian AI4CE 3DH 93 303 0 17 Mar 2020
Gimme Signals: Discriminative signal encoding for multimodal activity recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 46 51 0 13 Mar 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 27 121 0 14 Feb 2020
Audiovisual SlowFast Networks for Video Recognition Fanyi Xiao Yong Jae Lee Kristen Grauman Jitendra Malik Christoph Feichtenhofer 197 206 0 23 Jan 2020
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 125 194 0 29 Nov 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 130 496 0 24 Apr 2018
Depth Pooling Based Large-scale 3D Action Recognition with Convolutional Neural Networks Pichao Wang W. Li Zhimin Gao Chang-Fu Tang P. Ogunbona 3DV 120 137 0 17 Mar 2018
Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks Pichao Wang W. Li Zhimin Gao Yuyao Zhang Chang-Fu Tang P. Ogunbona 3DPC 172 131 0 28 Feb 2017
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,904 0 13 Jun 2015
Learning Human Activities and Object Affordances from RGB-D Videos H. Koppula Rudhir Gupta Ashutosh Saxena 96 727 0 04 Oct 2012