View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition

20 April 2018

Jianru Xue

Papers citing "View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition"

50 / 104 papers shown

Title
CoCoDiff: Diversifying Skeleton Action Features via Coarse-Fine Text-Co-Guided Latent Diffusion Zhifu Zhao Hanyang Hua Jiyang Li Shaoxin Wu Fu Li Yangtao Zhou Yang Li DiffM 68 0 0 30 Apr 2025
MultiSensor-Home: A Wide-area Multi-modal Multi-view Dataset for Action Recognition and Transformer-based Sensor Fusion Trung Thanh Nguyen Yasutomo Kawanishi Vijay John Takahiro Komamizu Ichiro Ide 43 0 0 03 Apr 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 45 0 0 31 Dec 2024
Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR) Faisal Mehmood Xin Guo Enqing Chen Muhammad Azeem Akbar A. Khan Sami Ullah 28 4 0 10 Nov 2024
MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset Xin Shen Heming Du Hongwei Sheng Shuyun Wang Hui Chen ... Xiaobiao Du Jiaying Ying Ruihan Lu Qingzheng Xu Xin Yu SLR 36 3 0 25 Oct 2024
Action Selection Learning for Multi-label Multi-view Action Recognition Trung Thanh Nguyen Yasutomo Kawanishi Takahiro Komamizu Ichiro Ide 42 2 0 04 Oct 2024
ActionPose: Pretraining 3D Human Pose Estimation with the Dark Knowledge of Action Longyun Liao Rong Zheng 3DH 29 0 0 31 Aug 2024
Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution Jingyao Wang Emmanuel Bergeret Issam Falih 29 1 0 31 Jul 2024
Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN Oluwaleke Yusuf Maki Habib Mohamed Moustafa SLR 36 2 0 21 Jun 2024
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition Haojun Xu Yanlei Gao Jie Li Xinbo Gao 43 2 0 02 Jun 2024
Enhancing Action Recognition from Low-Quality Skeleton Data via Part-Level Knowledge Distillation Cuiwei Liu Youzhi Jiang Chong Du Zhaokui Li 29 5 0 28 Apr 2024
Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows Shun Maeda Chunzhi Gu Junzhou Yu Shogo Tokai Shangce Gao Chao Zhang 24 0 0 26 Apr 2024
Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos S. Chaudhuri Saumik Bhattacharya Mamba 37 9 0 11 Apr 2024
Skeleton-Based Human Action Recognition with Noisy Labels Yi Xu Kunyu Peng Di Wen Ruiping Liu Junwei Zheng Yufan Chen Jiaming Zhang Alina Roitberg Kailun Yang Rainer Stiefelhagen NoLa 52 3 0 15 Mar 2024
Rehabilitation Exercise Quality Assessment through Supervised Contrastive Learning with Hard and Soft Negatives Mark Karlov Ali Abedi Shehroz S. Khan 50 3 0 05 Mar 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 33 9 0 07 Feb 2024
A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation Yunheng Li Zhongyu Li Shanghua Gao Qilong Wang Qibin Hou Ming-Ming Cheng 56 3 0 10 Dec 2023
VIoTGPT: Learning to Schedule Vision Tools towards Intelligent Video Internet of Things Yaoyao Zhong Mengshi Qi Rui Wang Yuhan Qiu Yang Zhang Huadong Ma 22 2 0 01 Dec 2023
I $^2$ MD: 3D Action Representation Learning with Inter- and Intra-modal Mutual Distillation Yunyao Mao Jiajun Deng Wen-gang Zhou Zhenbo Lu Wanli Ouyang Houqiang Li VLM 30 1 0 24 Oct 2023
3DYoga90: A Hierarchical Video Dataset for Yoga Pose Understanding Seonok Kim 18 0 0 16 Oct 2023
Exploring Self-supervised Skeleton-based Action Recognition in Occluded Environments Yifei Chen Kunyu Peng Alina Roitberg David Schneider Jiaming Zhang Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 42 0 0 21 Sep 2023
Multi-Semantic Fusion Model for Generalized Zero-Shot Skeleton-Based Action Recognition Ming-Zhe Li Zhen Jia Z. Zhang Zhanyu Ma Liang Wang 27 4 0 18 Sep 2023
SiT-MLP: A Simple MLP with Point-wise Topology Feature Learning for Skeleton-based Action Recognition Shaojie Zhang Jianqin Yin Yonghao Dang Jiajun Fu 40 4 0 30 Aug 2023
Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition Katharina Prasse Steffen Jung Yuxuan Zhou M. Keuper 30 1 0 21 Aug 2023
ViLP: Knowledge Exploration using Vision, Language, and Pose Embeddings for Video Action Recognition S. Chaudhuri Saumik Bhattacharya 27 3 0 07 Aug 2023
Fusing Hand and Body Skeletons for Human Action Recognition in Assembly Dustin Aganian Mona Köhler Benedict Stephan M. Eisenbach H. Groß 21 2 0 18 Jul 2023
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Alex C. Kot 47 11 0 14 Jul 2023
EMERSK -- Explainable Multimodal Emotion Recognition with Situational Knowledge M. Palash Bharat K. Bhargava CVBM 21 6 0 14 Jun 2023
How Object Information Improves Skeleton-based Human Action Recognition in Assembly Tasks Dustin Aganian Mona Köhler Sebastian Baake M. Eisenbach H. Groß 41 7 0 09 Jun 2023
Contrastive Predictive Autoencoders for Dynamic Point Cloud Self-Supervised Learning Xiaoxiao Sheng Zhiqiang Shen Gang Xiao 3DPC SSL 28 6 0 22 May 2023
Language Knowledge-Assisted Representation Learning for Skeleton-Based Action Recognition Haojun Xu Yanlei Gao Zheng Hui Jie Li Xinbo Gao 39 32 0 21 May 2023
Cross-view Action Recognition via Contrastive View-invariant Representation Yuexi Zhang Dan Luo Balaji Sundareshan Mario Sznaier Octavia Camps 34 0 0 02 May 2023
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Yongjian Hu Alex C. Kot 3DPC 3DH 33 16 0 18 Apr 2023
ATTACH Dataset: Annotated Two-Handed Assembly Actions for Human Action Understanding Dustin Aganian Benedict Stephan M. Eisenbach Corinna Stretz H. Groß 24 11 0 17 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 35 19 0 03 Apr 2023
Pyramid Self-attention Polymerization Learning for Semi-supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 30 42 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
A Survey on Human Action Recognition Zhou Shuchang 29 0 0 20 Dec 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
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition Lei Wang Piotr Koniusz 47 27 0 30 Oct 2022
Explainable fMRI-based Brain Decoding via Spatial Temporal-pyramid Graph Convolutional Network Ziyuan Ye Youzhi Qu Zhichao Liang Mo Wang Quanying Liu 18 13 0 08 Oct 2022
View-Invariant Skeleton-based Action Recognition via Global-Local Contrastive Learning Cunling Bian Wei Feng Fanbo Meng Song Wang 3DH 21 6 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
Shifting Perspective to See Difference: A Novel Multi-View Method for Skeleton based Action Recognition Ruijie Hou Yanran Li Ningyu Zhang Yulin Zhou Xiaosong Yang Zhao Wang 25 10 0 07 Sep 2022
SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition Wenhan Wu Yilei Hua Ce Zheng Shi-Bao Wu Chong Chen Aidong Lu ViT 35 31 0 01 Sep 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
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 27 27 0 11 Aug 2022
Generative Action Description Prompts for Skeleton-based Action Recognition Wangmeng Xiang Chong Li Yuxuan Zhou Biao Wang Lei Zhang 43 35 0 10 Aug 2022
3D Pose Based Feedback for Physical Exercises Ziyi Zhao Sena Kiciroglu Hugues Vinzant Yuan-Chen Cheng Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 28 15 0 05 Aug 2022