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
Modality Mixer for Multi-modal Action Recognition Sumin Lee Sangmin Woo Yeonju Park Muhammad Adi Nugroho Changick Kim 26 10 0 24 Aug 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 29 130 0 23 Aug 2022
Two-person Graph Convolutional Network for Skeleton-based Human Interaction Recognition Zheng Li Yueran Li Linlin Tang Tong Zhang Jingyong Su GNN 3DH 43 17 0 12 Aug 2022
PSUMNet: Unified Modality Part Streams are All You Need for Efficient Pose-based Action Recognition Neel Trivedi Ravi Kiran Sarvadevabhatla ViT 24 27 0 11 Aug 2022
Bodily Behaviors in Social Interaction: Novel Annotations and State-of-the-Art Evaluation Michal Balazia Philippe Muller Ákos Levente Tánczos A. V. Liechtenstein Franccois Brémond 17 22 0 26 Jul 2022
Vision-based Human Fall Detection Systems using Deep Learning: A Review Ekram Alam Abu Sufian P. Dutta Marco Leo 36 82 0 22 Jul 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke Xiaozhong Liu 19 15 0 20 Jul 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Yuxiao Chen Long Zhao Jianbo Yuan Yu Tian Zhaoyang Xia Shijie Geng Ligong Han Dimitris N. Metaxas ViT 21 32 0 20 Jul 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 27 20 0 17 Jul 2022
Interaction Transformer for Human Reaction Generation Baptiste Chopin Hao Tang N. Otberdout Mohamed Daoudi N. Sebe ViT 38 27 0 04 Jul 2022
Skeleton-based Action Recognition via Adaptive Cross-Form Learning Xuanhan Wang Yan Dai Lianli Gao Jingkuan Song 23 20 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 33 2 0 30 Jun 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 35 254 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 21 22 0 25 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu-Gang Jiang 36 23 0 31 May 2022
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 39 33 0 31 May 2022
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild Chirag Raman Jose Vargas-Quiros Stephanie Tan Ashraful Islam Ekin Gedik Hayley Hung 13 8 0 10 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 39 100 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 48 18 0 21 Apr 2022
BEHAVE: Dataset and Method for Tracking Human Object Interactions Bharat Lal Bhatnagar Xianghui Xie Ilya A. Petrov C. Sminchisescu Christian Theobalt Gerard Pons-Moll 45 183 0 14 Apr 2022
Multimodal Transformer for Nursing Activity Recognition Momal Ijaz Renato Diaz Cheng Chen ViT 27 26 0 09 Apr 2022
Gait Recognition in the Wild with Dense 3D Representations and A Benchmark Jinkai Zheng Xinchen Liu Wu Liu Lingxiao He C. Yan Tao Mei CVBM 3DH 27 140 0 06 Apr 2022
CHORE: Contact, Human and Object REconstruction from a single RGB image Xianghui Xie Bharat Lal Bhatnagar Gerard Pons-Moll 3DH 35 68 0 05 Apr 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 33 205 0 28 Mar 2022
MotionCLIP: Exposing Human Motion Generation to CLIP Space Guy Tevet Brian Gordon Amir Hertz Amit H. Bermano Daniel Cohen-Or CLIP 39 324 0 15 Mar 2022
Defending Black-box Skeleton-based Human Activity Classifiers He Wang Yunfeng Diao Zichang Tan G. Guo AAML 51 10 0 09 Mar 2022
3D Skeleton-based Human Motion Prediction with Manifold-Aware GAN Baptiste Chopin N. Otberdout Mohamed Daoudi A. Bartolo 3DH 24 7 0 01 Mar 2022
Motion-driven Visual Tempo Learning for Video-based Action Recognition Yuanzhong Liu Junsong Yuan Zhigang Tu 27 58 0 24 Feb 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 26 28 0 23 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 30 20 0 07 Feb 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition Lipeng Ke Kuan-Chuan Peng Siwei Lyu 3DPC 27 33 0 04 Feb 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 29 13 0 04 Feb 2022
Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language Joachim Gudmundsson Martin P. Seybold John Pfeifer 26 1 0 03 Feb 2022
A General, Evolution-Inspired Reward Function for Social Robotics Thomas Kingsford 24 0 0 01 Feb 2022
A Survey on RGB-D Datasets Alexandre Lopes Roberto Souza Hélio Pedrini 3DV MDE 26 33 0 15 Jan 2022
Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance Justin Sanchez Christopher Neff Hamed Tabkhi GNN 30 9 0 15 Jan 2022
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 42 20 0 23 Dec 2021
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 37 17 0 07 Dec 2021
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition Tianyu Guo Hong Liu Zhan Chen Mengyuan Liu Tao Wang Runwei Ding SSL 39 145 0 07 Dec 2021
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition X. Nguyen 3DH 19 33 0 25 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 36 18 0 16 Nov 2021
Real-time 3D human action recognition based on Hyperpoint sequence Xing Li Qian Huang Zhijian Wang Zhenjie Hou Tianjin Yang Zhuang Miao 3DH 3DPC 30 11 0 16 Nov 2021
Action2video: Generating Videos of Human 3D Actions Chuan Guo Wei Ji Sen Wang Xinshuang Liu Shihao Zou Minglun Gong Li Cheng 3DH 73 22 0 12 Nov 2021
Open surgery tool classification and hand utilization using a multi-camera system Kristina Basiev Adam Goldbraikh C. Pugh S. Laufer 29 7 0 11 Nov 2021
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 33 6 0 07 Nov 2021
MUGL: Large Scale Multi Person Conditional Action Generation with Locomotion Shubh Maheshwari Debtanu Gupta Ravi Kiran Sarvadevabhatla 34 19 0 21 Oct 2021
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis Bruno Degardin João Neves Vasco Lopes J. Brito Ehsan Yaghoubi Hugo Proencca GAN AI4CE 33 32 0 21 Oct 2021
Hierarchical Graph Convolutional Skeleton Transformer for Action Recognition Ruwen Bai Min Li Bo Meng Fengfa Li Miao Jiang Junxing Ren Degang Sun ViT 29 28 0 07 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 13 10 0 27 Aug 2021
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation Ailing Zeng Xiao Sun Lei Yang Nanxuan Zhao Minhao Liu Qiang Xu 3DH 17 108 0 16 Aug 2021