DocumentCode
3395151
Title
The research of video browsing technology based on the moving target
Author
Shaobin Li ; Xiaomeng Wang ; Pin Xu ; Gui Tong
Author_Institution
Radio & Telev. Eng. Dept., Commun. Univ. of China, Beijing, China
fYear
2011
fDate
19-22 Aug. 2011
Firstpage
1520
Lastpage
1524
Abstract
This study is designed to achieve a video browsing technology which allows users to browse the moving target of interest by controlling the moving object in the video scene. This study included the following: first, the tracking accuracy needed to be improved; second, we needed to accelerate the tracking speed to ensure that users could view real-time changes of moving object; third, a user-friendly interactive interface was needed. In this study, we applied both the pyramid Lucas-Kanade optical flow algorithm and Camshift algorithm to track the moving target, and optimized both of them by using parallel processing algorithm. Experimental results show that Camshift algorithm can make up the insufficient of optical flow algorithm to a certain extent, and the optimized algorithms are able to achieve real-time browsing of high-definition video.
Keywords
image motion analysis; image sequences; interactive systems; parallel algorithms; target tracking; user interfaces; video signal processing; Camshift algorithm; high-definition video browsing; moving object control; moving target tracking; parallel processing algorithm; pyramid Lucas-Kanade optical flow algorithm; tracking accuracy; user-friendly interactive interface; video scene; Computer vision; Image motion analysis; Optical imaging; Real time systems; Streaming media; Target tracking; Camshift; Lucas-Kanade optical flow; the moving target; tracking; video browsing;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
Conference_Location
Jilin
Print_ISBN
978-1-61284-719-1
Type
conf
DOI
10.1109/MEC.2011.6025762
Filename
6025762
Link To Document