NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding

12 May 2019

Jun Liu

Papers citing "NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding"

50 / 183 papers shown

Title
Deep Neural Networks in Video Human Action Recognition: A Review Zihan Wang Yang Yang Zhi Liu Y. Zheng 59 4 0 25 May 2023
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness Yuxuan Zhou Zhi-Qi Cheng Ju He Bin Luo Yifeng Geng Xuansong Xie 31 11 0 19 May 2023
Is end-to-end learning enough for fitness activity recognition? Antoine Mercier Guillaume Berger Sunny Panchal Florian Letsch Cornelius Boehm Nahua Kang Ingo Bax Roland Memisevic 23 2 0 14 May 2023
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential Dongjingdin Liu Pengpeng Chen Miao Yao Yijingxiu Lu Zijie Cai Yuxin Tian 27 7 0 23 Apr 2023
Human Gesture and Gait Analysis for Autism Detection Sania Zahan Syed Zulqarnain Gilani Ghulam Mubashar Hassan Ajmal Mian 19 7 0 17 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 39 14 0 12 Apr 2023
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions Hanming Liang Wenqian Zhang Wenxu Li Jingyi Yu Lan Xu DiffM VGen 24 101 0 12 Apr 2023
Token Boosting for Robust Self-Supervised Visual Transformer Pre-training Tianjiao Li Lin Geng Foo Ping Hu Xindi Shang Hossein Rahmani Zehuan Yuan Xiaozhong Liu 40 7 0 09 Apr 2023
Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition Qianhui Men Edmond S. L. Ho Hubert P. H. Shum Howard Leung SSL 25 19 0 03 Apr 2023
STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition Xiaoyu Zhu Po-Yao (Bernie) Huang Junwei Liang Celso M. de Melo Alexander G. Hauptmann 35 12 0 31 Mar 2023
Visibility Aware Human-Object Interaction Tracking from Single RGB Camera Xianghui Xie Bharat Lal Bhatnagar Gerard Pons-Moll 3DH 38 40 0 29 Mar 2023
3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition Lei Wang Piotr Koniusz ViT 28 45 0 25 Mar 2023
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering Wei Lin Anna Kukleva Horst Possegger Hilde Kuehne Horst Bischof 48 2 0 09 Mar 2023
Learning Discriminative Representations for Skeleton Based Action Recognition Huanyu Zhou Qingjie Liu Yunhong Wang 29 70 0 07 Mar 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 15 55 0 05 Feb 2023
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN) Ayman Ali Ekkasit Pinyoanuntapong Pu Wang Mohsen Dorodchi 3DH 20 10 0 31 Jan 2023
Action Capsules: Human Skeleton Action Recognition Ali Farajzadeh Bavil H. Damirchi H. Taghirad 31 15 0 30 Jan 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks Chen Pang Xuequan Lu Lei Lyu 36 20 0 27 Jan 2023
Towards Continual Egocentric Activity Recognition: A Multi-modal Egocentric Activity Dataset for Continual Learning Linfeng Xu Qingbo Wu Lili Pan Fanman Meng Hongliang Li Chiyuan He Hanxin Wang Shaoxu Cheng Yunshu Dai EgoV HAI 31 23 0 26 Jan 2023
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things Armin Danesh Pazho Christopher Neff Ghazal Alinezhad Noghre B. R. Ardabili S. Yao Mohammadreza Baharani Hamed Tabkhi 11 38 0 09 Jan 2023
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions Pratik K. Mishra Alex Mihailidis Shehroz S. Khan 28 17 0 31 Dec 2022
X-MAS: Extremely Large-Scale Multi-Modal Sensor Dataset for Outdoor Surveillance in Real Environments Dong-Ki Noh Chan-Yong Sung Teayoung Uhm Wooju Lee Hyungtae Lim ... Ho-Yong Shin MinJung Kim Hyoung-Rock Kim Seung-Ming Baek Hyun Myung 31 5 0 30 Dec 2022
Pain level and pain-related behaviour classification using GRU-based sparsely-connected RNNs Mohammad Mahdi Dehshibi Temitayo A. Olugbade F. Díaz-de-María N. Bianchi-Berthouze Ana Tajadura-Jiménez 24 10 0 20 Dec 2022
A Survey on Human Action Recognition Zhou Shuchang 29 0 0 20 Dec 2022
Graph Neural Network based Child Activity Recognition Sanka Mohottala Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne BDL GNN 18 5 0 18 Dec 2022
NeuralDome: A Neural Modeling Pipeline on Multi-View Human-Object Interactions Juze Zhang Haimin Luo Hongdian Yang Xinru Xu Qianyang Wu Ye Shi Jingyi Yu Lan Xu Jingya Wang 3DH 25 39 0 15 Dec 2022
Cross-Modal Learning with 3D Deformable Attention for Action Recognition Sangwon Kim Dasom Ahn ByoungChul Ko ViT 3DPC 38 24 0 12 Dec 2022
PaCMO: Partner Dependent Human Motion Generation in Dyadic Human Activity using Neural Operators Md Ashiqur Rahman Jasorsi Ghosh Hrishikesh Viswanath Kamyar Azizzadenesheli Aniket Bera 27 8 0 25 Nov 2022
Towards Good Practices for Missing Modality Robust Action Recognition Sangmin Woo Sumin Lee Yeonju Park Muhammad Adi Nugroho Changick Kim 22 43 0 25 Nov 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 23 46 0 24 Nov 2022
Hypergraph Transformer for Skeleton-based Action Recognition Yuxuan Zhou Zhi-Qi Cheng Chong Li Yanwen Fang Yifeng Geng Xuansong Xie M. Keuper ViT 32 52 0 17 Nov 2022
Contrastive Self-Supervised Learning for Skeleton Representations N. Lingg Miguel Sarabia Luca Zappella B. Theobald SSL 21 0 0 10 Nov 2022
Uncertainty-DTW for Time Series and Sequences Lei Wang Piotr Koniusz 11 33 0 30 Oct 2022
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition Lei Wang Piotr Koniusz 42 27 0 30 Oct 2022
mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors Sizhe An Yin Li Ümit Y. Ogras 3DH 13 54 0 15 Oct 2022
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition Dasom Ahn Sangwon Kim H. Hong ByoungChul Ko ViT 28 97 0 14 Oct 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 38 42 0 12 Oct 2022
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 52 27 0 06 Oct 2022
Application-Driven AI Paradigm for Human Action Recognition Zezhou Chen Yajie Cui Kaikai Zhao Zhaoxiang Liu Kai Wang 22 0 0 30 Sep 2022
NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion Synthesis System Weiqiang Wang Xuefei Zhe Huan Chen Di Kang Tingguang Li Ruizhi Chen Linchao Bao 49 5 0 27 Sep 2022
Multi-Granularity Graph Pooling for Video-based Person Re-Identification Honghu Pan Yongyong Chen Zhenyu He 36 31 0 23 Sep 2022
FT-HID: A Large Scale RGB-D Dataset for First and Third Person Human Interaction Analysis Zihui Guo Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li 34 3 0 21 Sep 2022
Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition Anqi Zhu Qiuhong Ke Mingming Gong James Bailey 41 21 0 21 Sep 2022
Perceptual Quality Assessment for Digital Human Heads Zicheng Zhang Yingjie Zhou Wei Sun Xiongkuo Min Yuzhe Wu Guangtao Zhai 49 20 0 20 Sep 2022
MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain Francesco Ragusa Antonino Furnari G. Farinella EgoV 43 24 0 19 Sep 2022
Vision Transformers for Action Recognition: A Survey Anwaar Ulhaq Naveed Akhtar Ganna Pogrebna Ajmal Mian ViT 21 44 0 13 Sep 2022
One-Shot Open-Set Skeleton-Based Action Recognition Stefano Berti Andrea Rosasco Michele Colledanchise Lorenzo Natale 32 2 0 09 Sep 2022
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model Mingyuan Zhang Zhongang Cai Liang Pan Fangzhou Hong Xinying Guo Lei Yang Ziwei Liu DiffM VGen 58 542 0 31 Aug 2022
The Magni Human Motion Dataset: Accurate, Complex, Multi-Modal, Natural, Semantically-Rich and Contextualized Tim Schreiter Tiago Rodrigues de Almeida Yufei Zhu Eduardo Gutiérrez-Maestro L. Morillo-Méndez ... Óscar Martínez Mozos Martin Magnusson Luigi Palmieri Kai O. Arras A. Lilienthal 32 17 0 31 Aug 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 30 38 0 26 Aug 2022