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"

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Title
Inertial Hallucinations -- When Wearable Inertial Devices Start Seeing Things A. Masullo Toby Perrett T. Burghardt I. Craddock Dima Damen Majid Mirmehdi 8 1 0 14 Jul 2022
Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning Boeun Kim H. Chang Jungho Kim J. Choi ViT 11 48 0 13 Jul 2022
Skeletal Human Action Recognition using Hybrid Attention based Graph Convolutional Network Hao Xing Darius Burschka GNN 3DH 4 7 0 12 Jul 2022
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition Zhan Chen Hong Liu Tianyu Guo Zhengyang Chen Pinhao Song Haoling Tang SSL 12 17 0 07 Jul 2022
GaitForeMer: Self-Supervised Pre-Training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation Mark Endo K. Poston E. Sullivan L. Fei-Fei K. Pohl Ehsan Adeli 11 18 0 30 Jun 2022
Skeleton-based Action Recognition via Adaptive Cross-Form Learning Xuanhan Wang Yan Dai Lianli Gao Jingkuan Song 10 17 0 30 Jun 2022
Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition Lin Yuan Zhen He Qianqian Wang Leiyang Xu Xiang Ma ViT 14 2 0 30 Jun 2022
A New Adjacency Matrix Configuration in GCN-based Models for Skeleton-based Action Recognition Zheng Fang Xiongwei Zhang Tieyong Cao Yunfei Zheng Meng Sun GNN 17 0 0 29 Jun 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 16 249 0 27 Jun 2022
Learn to Predict How Humans Manipulate Large-sized Objects from Interactive Motions Weilin Wan Lei Yang Lingjie Liu Zhuoying Zhang Ruixing Jia Yi-King Choi Jia Pan Christian Theobalt Taku Komura Wenping Wang 11 22 0 25 Jun 2022
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space Jinghuan Shang Srijan Das Michael S. Ryoo 23 13 0 23 Jun 2022
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper Axel Lefrant Jean-Marc Montanier SLR 9 0 0 22 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu Jiang 12 20 0 31 May 2022
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 23 28 0 31 May 2022
Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns Zhenyue Qin Pan Ji Dongwoo Kim Yang Liu Saeed Anwar Tom Gedeon 6 2 0 28 May 2022
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences Hehe Fan Xin Yu Yuhang Ding Yi Yang Mohan S. Kankanhalli 3DPC 99 108 0 27 May 2022
PYSKL: Towards Good Practices for Skeleton Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin VLM 11 133 0 19 May 2022
Transformers in 3D Point Clouds: A Survey Dening Lu Qian Xie Mingqiang Wei Kyle Gao Linlin Xu Jonathan Li 3DPC ViT 17 47 0 16 May 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark Zhenyue Qin Yang Liu Madhawa Perera Tom Gedeon Pan Ji Dongwoo Kim Saeed Anwar 6 4 0 04 May 2022
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling Zhongang Cai Daxuan Ren Ailing Zeng Zhengyu Lin Tao Yu ... Fangzhou Hong Mingyuan Zhang Chen Change Loy Lei Yang Ziwei Liu 3DH 13 99 0 28 Apr 2022
The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction Alexandros Stergiou Dima Damen AI4TS EgoV EDL 4 7 0 28 Apr 2022
Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance Giancarlo Paoletti Jacopo Cavazza Cigdem Beyan Alessio Del Bue SSL 20 15 0 21 Apr 2022
Multimodal Transformer for Nursing Activity Recognition Momal Ijaz Renato Diaz C. L. P. Chen ViT 11 24 0 09 Apr 2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition Randy Ardywibowo Shahin Boluki Zhangyang Wang Bobak J. Mortazavi Shuai Huang Xiaoning Qian 6 2 0 31 Mar 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 12 58 0 29 Mar 2022
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities Fadime Sener Dibyadip Chatterjee Daniel Shelepov Kun He Dipika Singhania Robert Y. Wang Angela Yao VGen 6 202 0 28 Mar 2022
How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning? Fida Mohammad Thoker Hazel Doughty Piyush Bagad Cees G. M. Snoek SSL 17 19 0 27 Mar 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception Fangzhou Hong Liang Pan Zhongang Cai Ziwei Liu VLM 12 24 0 25 Mar 2022
No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time Surfaces Jianqi Zhong Kaichen Zhou Qingyong Hu Bing Wang Niki Trigoni Andrew Markham 3DPC 13 21 0 21 Mar 2022
Continual Spatio-Temporal Graph Convolutional Networks Lukas Hedegaard Negar Heidari Alexandros Iosifidis 3DH GNN 8 22 0 21 Mar 2022
A Survey on Infrared Image and Video Sets Kevser Irem Danaci Erdem Akagündüz 20 10 0 16 Mar 2022
A Survey on Deep Graph Generation: Methods and Applications Yanqiao Zhu Yuanqi Du Yinkai Wang Yichen Xu Jieyu Zhang Qiang Liu Shu Wu 3DV GNN 19 40 0 13 Mar 2022
Defending Black-box Skeleton-based Human Activity Classifiers He-Nan Wang Yunfeng Diao Zichang Tan G. Guo AAML 30 10 0 09 Mar 2022
Quantification of Occlusion Handling Capability of a 3D Human Pose Estimation Framework Mehwish Ghafoor Arif Mahmood 3DH 6 11 0 08 Mar 2022
3D Human Motion Prediction: A Survey Kedi Lyu Haipeng Chen Zhenguang Liu Beiqi Zhang Ruili Wang 3DH 11 39 0 03 Mar 2022
Adaptive Discriminative Regularization for Visual Classification Qingsong Zhao Yi Wang Shuguang Dou Chen Gong Yin Wang Cairong Zhao 8 0 0 02 Mar 2022
Robots Autonomously Detecting People: A Multimodal Deep Contrastive Learning Method Robust to Intraclass Variations Angus Fung B. Benhabib G. Nejat 8 9 0 01 Mar 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 11 27 0 23 Feb 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 9 25 0 23 Feb 2022
Multi-view and Multi-modal Event Detection Utilizing Transformer-based Multi-sensor fusion Masahiro Yasuda Yasunori Ohishi Shoichiro Saito N. Harada 16 13 0 18 Feb 2022
Visual Ground Truth Construction as Faceted Classification Fausto Giunchiglia Mayukh Bagchi Xiaolei Diao 6 5 0 17 Feb 2022
HAA4D: Few-Shot Human Atomic Action Recognition via 3D Spatio-Temporal Skeletal Alignment Mu-Ruei Tseng Abhishek Gupta Chi-Keung Tang Yu-Wing Tai 3DH 14 7 0 15 Feb 2022
Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition Zhigang Tu Jiaxu Zhang Hongyan Li Yujin Chen Junsong Yuan 19 53 0 08 Feb 2022
CZU-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and 10 wearable inertial sensors Xin Chao Zhenjie Hou Yu Mo 14 14 0 07 Feb 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition Lipeng Ke Kuan-Chuan Peng Siwei Lyu 3DPC 6 33 0 04 Feb 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 19 9 0 04 Feb 2022
Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks Benjamin Filtjens Bart Vanrumste P. Slaets 6 39 0 03 Feb 2022
Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language Joachim Gudmundsson Martin P. Seybold John Pfeifer 19 1 0 03 Feb 2022
Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects Md. Milon Islam Sheikh Nooruddin Fakhri Karray Muhammad Ghulam BDL 8 127 0 02 Feb 2022
Should I take a walk? Estimating Energy Expenditure from Video Data Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen 6 3 0 01 Feb 2022