A Study of Vision based Human Motion Recognition and Analysis

Vision based human motion recognition has fascinated many researchers due to its critical challenges and a variety of applications. The applications range from simple gesture recognition to complicated behaviour understanding in surveillance system. This leads to major development in the techniques...

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Bibliographic Details
Published inInternational journal of ambient computing and intelligence Vol. 7; no. 2; pp. 75 - 92
Main Authors Kale, Geetanjali Vinayak, Patil, Varsha Hemant
Format Journal Article
LanguageEnglish
Published Hershey IGI Global 01.07.2016
Subjects
Analysis
Gesture recognition
Human motion
Motion perception
Representations
Surveillance equipment
Surveillance systems
User interface
Vision
India
Online AccessGet full text
ISSN1941-6237
1941-6245
DOI10.4018/IJACI.2016070104

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Summary:Vision based human motion recognition has fascinated many researchers due to its critical challenges and a variety of applications. The applications range from simple gesture recognition to complicated behaviour understanding in surveillance system. This leads to major development in the techniques related to human motion representation and recognition. This paper discusses applications, general framework of human motion recognition, and the details of each of its components. The paper emphasizes on human motion representation and the recognition methods along with their advantages and disadvantages. This study also discusses the selected literature, popular datasets, and concludes with the challenges in the domain along with a future direction. The human motion recognition domain has been active for more than two decades, and has provided a large amount of literature. A bird's eye view for new researchers in the domain is presented in the paper.
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ISSN:1941-6237
1941-6245
DOI:10.4018/IJACI.2016070104