Real-time low-cost human skeleton detection
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-021-11308-x
Abstract: The human skeleton or deep learning framework is useful for accurately recognizing human behavior and analyzing that behavior across different situations. This work introduces a low-cost human skeleton detection network for detecting human skeleton shapes… read more here.
Keywords: real time; human skeleton; cost human; low cost ... See more keywords
Enhancing accuracy of human action Recognition System using Skeleton Point correction method
Sign Up to like & getrecommendations! Published in 2022 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-022-12000-4
Abstract: In view of the fact that the study of human action recognition systems is a very important research field in the field of artificial intelligence, the use of a continuous image of the human skeleton’s… read more here.
Keywords: point; action; skeleton key; human skeleton ... See more keywords
Abnormal Behavior Recognition Based on Key Points of Human Skeleton
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2021.04.120
Abstract: Abstract Human action recognition is one of the most popular fields of computer vision. However, the traditional manual feature-based method, with large background interference, can hardly establish an accurate human model and the deep learning-based… read more here.
Keywords: abnormal behavior; behavior recognition; recognition; key points ... See more keywords
Global Spatio-Temporal Attention for Action Recognition Based on 3D Human Skeleton Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2992740
Abstract: The human skeleton joints captured by RGB-D camera are widely used in action recognition for its robust and comprehensive 3D information. Presently, most action recognition methods based on skeleton joints treat all skeletal joints with… read more here.
Keywords: skeletal joints; recognition; action recognition; human skeleton ... See more keywords
An Intelligent System for Detecting Abnormal Behavior in Students Based on the Human Skeleton and Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/3819409
Abstract: With the use of an intelligent video system, this research provides a method for detecting abnormal behavior based on the human skeleton and deep learning. To begin with, the spatiotemporal features of human bones are… read more here.
Keywords: detecting abnormal; behavior; deep learning; human skeleton ... See more keywords