NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis

11 April 2016

Jun Liu

Papers citing "NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis"

47 / 797 papers shown

Title
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 39 351 0 31 Oct 2017
Learning event representation: As sparse as possible, but not sparser Tuan Do James Pustejovsky 30 7 0 02 Oct 2017
Fine-grained Event Learning of Human-Object Interaction with LSTM-CRF Tuan Do James Pustejovsky 63 8 0 30 Sep 2017
Viewpoint Invariant Action Recognition using RGB-D Videos Jian Liu Naveed Akhtar Mian Ajmal 23 18 0 15 Sep 2017
When Kernel Methods meet Feature Learning: Log-Covariance Network for Action Recognition from Skeletal Data Jacopo Cavazza Pietro Morerio Vittorio Murino 13 10 0 03 Aug 2017
A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data Sean Maudsley-Barton J. McPhee A. Bukowski Daniel Leightley Moi Hoon Yap 19 8 0 27 Jul 2017
Human Pose Forecasting via Deep Markov Models Sam Toyer A. Cherian Tengda Han Stephen Gould 17 48 0 24 Jul 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 27 486 0 18 Jul 2017
Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition Weixin Yang Terry Lyons Hao Ni Cordelia Schmid Lianwen Jin 32 48 0 13 Jul 2017
Skeleton-based Action Recognition Using LSTM and CNN Chuankun Li Pichao Wang Shuang Wang Yonghong Hou W. Li HAI 49 173 0 06 Jul 2017
Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition Jian Liu Naveed Akhtar Ajmal Mian 3DH 21 41 0 04 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 17 452 0 26 Jun 2017
Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition Xiangbo Shu HAI 22 29 0 03 Jun 2017
Adaptive Detrending to Accelerate Convolutional Gated Recurrent Unit Training for Contextual Video Recognition Minju Jung Haanvid Lee Jun Tani AI4TS 25 42 0 24 May 2017
Two-Stream 3D Convolutional Neural Network for Skeleton-Based Action Recognition Hong Liu Juanhui Tu Mengyuan Liu MedIm 22 147 0 23 May 2017
Investigation of Different Skeleton Features for CNN-based 3D Action Recognition Zewei Ding Pichao Wang P. Ogunbona W. Li 28 88 0 02 May 2017
Skeleton-based Action Recognition with Convolutional Neural Networks Chong Li Qiaoyong Zhong Di Xie Shiliang Pu MedIm ViT 19 365 0 25 Apr 2017
Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep cnn Bo Li Mingyi He Xuelian Cheng Huahui Chen Yuchao Dai MedIm 21 235 0 19 Apr 2017
Skeleton Boxes: Solving skeleton based action detection with a single deep convolutional neural network Bo Li Huahui Chen Yucheng Chen Yuchao Dai Mingyi He 20 30 0 19 Apr 2017
Interpretable 3D Human Action Analysis with Temporal Convolutional Networks Tae Soo Kim A. Reiter 3DH 22 599 0 14 Apr 2017
Learning Human Motion Models for Long-term Predictions Partha Ghosh Mingli Song Emre Aksan Otmar Hilliges 3DH 17 239 0 10 Apr 2017
Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks Hongsong Wang Liang Wang 14 384 0 09 Apr 2017
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations Guillermo Garcia-Hernando Shanxin Yuan Seungryul Baek Tae-Kyun Kim EgoV 19 478 0 08 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 24 217 0 03 Apr 2017
Pose-conditioned Spatio-Temporal Attention for Human Action Recognition Fabien Baradel Christian Wolf J. Mille 31 79 0 29 Mar 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 19 567 0 24 Mar 2017
Two-Stream RNN/CNN for Action Recognition in 3D Videos Rui Zhao Haider Ali Patrick van der Smagt MedIm 23 103 0 22 Mar 2017
PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding Chunhui Liu Yueyu Hu Yanghao Li Sijie Song Jiaying Liu VLM 21 235 0 22 Mar 2017
A New Representation of Skeleton Sequences for 3D Action Recognition Qiuhong Ke Bennamoun Senjian An Ferdous Sohel F. Boussaïd 3DH 30 787 0 09 Mar 2017
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
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 32 193 0 07 Jan 2017
Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks Pichao Wang W. Li Song Liu Zhimin Gao Chang-Fu Tang P. Ogunbona 34 91 0 07 Jan 2017
Action Recognition Based on Joint Trajectory Maps with Convolutional Neural Networks Pichao Wang W. Li Chuankun Li Yonghong Hou 19 214 0 30 Dec 2016
Deep Learning on Lie Groups for Skeleton-based Action Recognition Zhiwu Huang Chengde Wan Thomas Probst Luc Van Gool 3DH 25 277 0 18 Dec 2016
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses Christian Rupprecht Iro Laina R. DiPietro Maximilian Baust Federico Tombari Nassir Navab Gregory D. Hager 28 183 0 01 Dec 2016
Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition Jiali Duan Shuai Zhou Jun Wan Xiaoyuan Guo Stan Z. Li 18 36 0 21 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 27 977 0 18 Nov 2016
Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks Pichao Wang Z. Li Yonghong Hou W. Li 22 357 0 08 Nov 2016
Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks Pichao Wang W. Li Song Liu Yuyao Zhang Zhimin Gao P. Ogunbona SLR 42 50 0 22 Aug 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 40 1,099 0 24 Jul 2016
Kinematic-Layout-aware Random Forests for Depth-based Action Recognition Seungryul Baek Zhiyuan Shi M. Kawade Tae-Kyun Kim 22 13 0 23 Jul 2016
RGBD Datasets: Past, Present and Future Michael Firman 17 149 0 04 Apr 2016
Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos Amir Shahroudy T. Ng Yihong Gong G. Wang 23 229 0 23 Mar 2016
Learning a Deep Model for Human Action Recognition from Novel Viewpoints Hossein Rahmani Ajmal Mian M. Shah 21 209 0 02 Feb 2016
Recurrent Semi-supervised Classification and Constrained Adversarial Generation with Motion Capture Data Félix G. Harvey Julien Roy David Kanaa C. Pal GAN 18 0 0 20 Nov 2015
Online Action Recognition based on Incremental Learning of Weighted Covariance Descriptors Chang-Fu Tang Pichao Wang Jing Zhang OffRL 16 4 0 10 Nov 2015
Learning Human Activities and Object Affordances from RGB-D Videos H. Koppula Rudhir Gupta Ashutosh Saxena 96 727 0 04 Oct 2012