RGB-D-based Human Motion Recognition with Deep Learning: A Survey

31 October 2017

Papers citing "RGB-D-based Human Motion Recognition with Deep Learning: A Survey"

20 / 20 papers shown

Title
MCSDNet: Mesoscale Convective System Detection Network via Multi-scale Spatiotemporal Information Jiajun Liang Baoquan Zhang Yunming Ye Xutao Li Chuyao Luo Xukai Fu 29 0 0 26 Apr 2024
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 38 2 0 06 Sep 2023
Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition Yao Liu Gangfeng Cui Jiahui Luo Xiaojun Chang L. Yao ViT 3DPC 16 5 0 22 Jul 2023
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models Luke K. Topham Wasiq Khan D. Al-Jumeily A. Hussain CVBM 19 32 0 23 May 2023
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action Recognition Zhimin Gao Peitao Wang Pei Lv Xiaoheng Jiang Qi-dong Liu Pichao Wang Mingliang Xu Wanqing Li ViT 47 27 0 06 Oct 2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou 17 20 0 17 Jul 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 24 254 0 27 Jun 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun-Xiong Xia Siyuan Li Stan Z. Li 25 107 0 24 Jun 2022
Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 20 6 0 07 Nov 2021
Single Person Pose Estimation: A Survey Feng Zhang Xiatian Zhu Chen Wang 30 8 0 21 Sep 2021
TIMo -- A Dataset for Indoor Building Monitoring with a Time-of-Flight Camera Pascal Schneider Yuriy Anisimov Raisul Islam B. Mirbach J. Rambach Frédéric Grandidier D. Stricker MDE 8 10 0 27 Aug 2021
DARE: AI-based Diver Action Recognition System using Multi-Channel CNNs for AUV Supervision Jing Yang James P. Wilson Shalabh Gupta 14 6 0 16 Nov 2020
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video Yancheng Wang Yang Xiao Fu Xiong Wenxiang Jiang Zhiguo Cao Joey Tianyi Zhou Junsong Yuan 3DPC 19 82 0 12 May 2020
Emotion Recognition From Gait Analyses: Current Research and Future Directions Shihao Xu Jing Fang Xiping Hu Edith Ngai Wei Wang Yi Guo Victor C. M. Leung CVBM 11 35 0 13 Mar 2020
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 22 1,252 0 12 May 2019
Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module Chenyang Li Xin Zhang Lufan Liao Lianwen Jin Weixin Yang SLR 8 41 0 17 Nov 2018
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling Judith Butepage Hedvig Kjellström Danica Kragic 44 8 0 24 Sep 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 106 137 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 224 7,902 0 13 Jun 2015