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 :
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