4_Student Final Year Projects >
Electronic Engineering - Undergraduate Final Year Projects >
Please use this identifier to cite or link to this item:
|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
Items in CityU IR are protected by copyright, with all rights reserved, unless otherwise indicated.