City University of Hong Kong
DSpace
 

CityU Institutional Repository >
4_Student Final Year Projects >
Electronic Engineering - Undergraduate Final Year Projects >

Please use this identifier to cite or link to this item: http://hdl.handle.net/2031/5640

Title: Human motion analysis
Authors: Chu, Kwong Wai (朱光威)
Department: Department of Electronic Engineering
Issue Date: 2009
Supervisor: Supervisor: Dr. Chan, K L., Assessor: Dr. Chan, Stanley C F
Subjects: Human locomotion -- Computer simulation
Image processing -- Digital techniques
Notes: Nominated as OAPS (Outstanding Academic Papers by Students) paper by Department in 2009-10.
Abstract: This project aims to analyze human motion in an image sequence of swimming. The proposed system consists of three main modules. First, a background subtraction module segments the human region in spite of large scene variations in the monitored pool areas. Second, the analysis module obtains the skeletonization of the segmented region of human. Finally, a tracking module is used to acquire the trajectories of the body parts. The background subtraction module employs a region-based background modeling approach that can differentiate the moving human subject from the nonstationary water surface. The skeletonization is obtained by locating the interested points such as hands, elbows and shoulders of the human. The tracking module utilizes the Kalman filter to find the position of the human body and the trajectories of the body parts. We test the human motion analysis system using video clips of breaststroke swimming. The experimental results are very good.
Appears in Collections:Electronic Engineering - Undergraduate Final Year Projects
OAPS - Dept. of Electronic Engineering

Files in This Item:

File SizeFormat
fulltext.html132 BHTMLView/Open

Items in CityU IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

Valid XHTML 1.0!
DSpace Software © 2013 CityU Library - Send feedback to Library Systems
Privacy Policy · Copyright · Disclaimer