Action recognition based on RGB and skeleton data sets: A survey

R Yue, Z Tian, S Du - Neurocomputing, 2022 - Elsevier
Action recognition is a major branch of computer vision research. As a widely used
technology, action recognition has been applied to human–computer interaction, intelligent …

Deep learning-based action recognition using 3D skeleton joints information

N Tasnim, MM Islam, JH Baek - Inventions, 2020 - mdpi.com
Human action recognition has turned into one of the most attractive and demanding fields of
research in computer vision and pattern recognition for facilitating easy, smart, and …

Deep learning‐based action recognition with 3D skeleton: A survey

Y Xing, J Zhu - 2021 - Wiley Online Library
Action recognition based on 3D skeleton data has attracted much attention due to its wide
application, and it is one of the most popular research topics in computer vision. The 3D …

A comprehensive survey of rgb-based and skeleton-based human action recognition

C Wang, J Yan - IEEE Access, 2023 - ieeexplore.ieee.org
With the advancement of computer vision, human action recognition (HAR) has shown its
broad research worth and application prospects in a wide range of fields such as intelligent …

Deep learning based human activity recognition using spatio-temporal image formation of skeleton joints

N Tasnim, MK Islam, JH Baek - Applied Sciences, 2021 - mdpi.com
Human activity recognition has become a significant research trend in the fields of computer
vision, image processing, and human–machine or human–object interaction due to cost …

RGB-D data-based action recognition: a review

MB Shaikh, D Chai - Sensors, 2021 - mdpi.com
Classification of human actions is an ongoing research problem in computer vision. This
review is aimed to scope current literature on data fusion and action recognition techniques …

A comprehensive survey of vision-based human action recognition methods

HB Zhang, YX Zhang, B Zhong, Q Lei, L Yang, JX Du… - Sensors, 2019 - mdpi.com
Although widely used in many applications, accurate and efficient human action recognition
remains a challenging area of research in the field of computer vision. Most recent surveys …

A survey on 3d skeleton-based action recognition using learning method

B Ren, M Liu, R Ding, H Liu - Cyborg and Bionic Systems, 2024 - spj.science.org
Three-dimensional skeleton-based action recognition (3D SAR) has gained important
attention within the computer vision community, owing to the inherent advantages offered by …

Action recognition based on 3d skeleton and rgb frame fusion

G Liu, J Qian, F Wen, X Zhu, R Ying… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
Action recognition has wide applications in assisted living, health monitoring, surveillance,
and human-computer interaction. In traditional action recognition methods, RGB video …

3D skeleton‐based action recognition by representing motion capture sequences as 2D‐RGB images

S Laraba, M Brahimi, J Tilmanne… - … Animation and Virtual …, 2017 - Wiley Online Library
In recent years, 3D skeleton‐based action recognition has become a popular technique of
action classification, thanks to development and availability of cheaper depth sensors. State …