Human skeleton

Human action recognition using a temporal hierarchy of covariance descriptors on 3D joint locations

Mohamed E. Hussein, Marwan Torki, Mohammad Gowayyed, Motaz El-Saban

Citations: 532 • 2013

Gaussian mixture based HMM for human daily activity recognition using 3D skeleton features

Lasitha Piyathilaka, Sarath Kodagoda

Citations: 141 • 2013

Prediction of Human Activities Based on a New Structure of Skeleton Features and Deep Learning Model

Neziha Jaouedi, Francisco J. Perales, José María Buades Rubio, Noureddine Boujnah, Med Salim Bouhlel

Citations: 42 • 2020

Human activity recognition using 2D skeleton data and supervised machine learning

Sumaira Ghazal, Umar Shahbaz Khan, Muhammad Mubasher Saleem, Nasir Rashid, Javaid Iqbal

Citations: 41 • 2019

Comparison between Recurrent Networks and Temporal Convolutional Networks Approaches for Skeleton-Based Action Recognition

Mihai Nan, Mihai Trăşcău, Adina Magda Florea, Cezar Cătălin Iacob

Citations: 37 • 2021

Spatiotemporal representation of 3D skeleton joints-based action recognition using modified spherical harmonics

Ali Khalil Salih, Youssef Chahir

Citations: 33 • 2016

Action recognition from motion capture data using Meta-Cognitive RBF Network classifier

Suraj Vantigodi, Venkatesh Babu Radhakrishnan

Citations: 32 • 2014

Skeleton-Based Multifeatures and Multistream Network for Real-Time Action Recognition

Zhiwen Deng, Qing Gao, Zhaojie Ju, X. D. Yu

Citations: 31 • 2023

Skeleton-based bio-inspired human activity prediction for real-time human–robot interaction

Brian Reily, Fei Han, Lynne E. Parker, Hao Zhang

Citations: 30 • 2017

Learning skeleton representations for human action recognition

Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov

Citations: 29 • 2018

Hybrid Directed Hypergraph Learning and Forecasting of Skeleton-Based Human Poses

Qiongjie Cui, Zongyuan Ding, Fuhua Chen

Citations: 26 • 2024

Bio-inspired predictive orientation decomposition of skeleton trajectories for real-time human activity prediction

Hao Zhang, Lynne E. Parker

Citations: 26 • 2015

A Novel Method of Human Joint Prediction in an Occlusion Scene by Using Low-Cost Motion Capture Technique

Jianwei Niu, Xiai Wang, Dan Wang, Linghua Ran

Citations: 23 • 2020

Improved 3D Human Motion Capture Using Kinect Skeleton and Depth Sensor

Alireza Bilesan, Shunsuke Komizunai, Teppei Tsujita, Atsushi Konno

Citations: 20 • 2021

Human-Robot Collaboration Through a Multi-Scale Graph Convolution Neural Network With Temporal Attention

Zhaowei Liu, Xilang Lu, Wenzhe Liu, Wen Qi, Hang Su

Citations: 19 • 2024

Human action recognition using a convolutional neural network based on skeleton heatmaps from two-stage pose estimation

Ruiqi Sun, Qin Zhang, Chuang Luo, Jiamin Guo, Hui Chai

Citations: 18 • 2022

Actuated artificial joints for human motion assist - an inner skeleton robots

Kazuo Kiguchi

Citations: 15 • 2005

Motion Recognition Employing Multiple Kernel Learning of Fisher Vectors Using Local Skeleton Features

Yusuke Goutsu, Wataru Takano, Yoshihiko Nakamura

Citations: 13 • 2015

Skeleton and visual tracking fusion for human following task of service robots

Edwin Babaians, Navid Khazaee Korghond, Alireza Ahmadi, Mojtaba Karimi, Saeed Shiry Ghidary

Citations: 12 • 2015

Toward a human-like biped robot gait: Biomechanical analysis of human locomotion recorded by Kinect-based Motion Capture system

B.M. Gabbasov, Igor Danilov, Ilya Afanasyev, Evgeni Magid

Citations: 12 • 2015