DocumentCode :
557606
Title :
A system for indexing and retrieving vehicle surveillance videos
Author :
Liu, Chang ; Chen, George ; Ma, Yingdong ; Chen, Xiankai ; Wu, Jinwu
Author_Institution :
Shenzhen Inst. of Adv. Technol., Shenzhen, China
Volume :
1
fYear :
2011
fDate :
15-17 Oct. 2011
Firstpage :
451
Lastpage :
455
Abstract :
This paper presents a novel vehicle surveillance video indexing and retrieval system based on object color similarity measurement or/and type. First of all, moving objects are extracted from videos via an efficient motion segmentation method. Then each moving object is segmented, and its color feature is also extracted. Both the vehicle image and its color feature are stored in the metadata repository. The corresponding trajectory information is saved as text file, by which the data in the metadata repository is indexed. During retrieval, when the user has selected a color or/and a type both provided by our system, the system would return the most qualified vehicles without re-processing the videos. Video clip which contains the vehicle selected by user is then replayed, and the trajectory is depicted on the frame simultaneously based on the text file. Experiment results prove this system is an effective approach for video surveillance and interactive indexing and retrieval.
Keywords :
feature extraction; image colour analysis; image motion analysis; image segmentation; indexing; road vehicles; traffic engineering computing; video retrieval; video surveillance; color feature extraction; metadata repository; motion segmentation method; moving object extraction; object color similarity measurement; text file; trajectory information; vehicle surveillance video indexing system; vehicle surveillance video retrieval system; video clip; Feature extraction; Histograms; Image color analysis; Indexing; Surveillance; Vehicles; Videos; information retrieval; tracking; video signal processing; visual surveillance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
Type :
conf
DOI :
10.1109/CISP.2011.6099951
Filename :
6099951
Link To Document :
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