DocumentCode
2458218
Title
A real-time system for classification of moving objects
Author
Rivlin, E. ; Rudzsky, M. ; Goldenberg, R. ; Bogomolov, U. ; Lepchev, S.
Author_Institution
Dept. of Comput. Sci., Technion-Israel Inst. of Technol., Haifa, Israel
Volume
3
fYear
2002
fDate
2002
Firstpage
688
Abstract
The paper describes a system for moving object classification. Being restricted by real-time system constraints we found a small set of features, characterizing object shape and motion dynamics. The system was tested on a large movie database including more than 100 image sequences showing people, animals, vehicles and plants in motion. The SVM classifier was used in our system, yielding very good classification results.
Keywords
image classification; image motion analysis; image sequences; real-time systems; SVM classifier; animals; image sequences; large movie database; motion dynamics; moving object classification; object shape; people; plants; real-time system; vehicles; Animals; Image databases; Image sequences; Motion pictures; Real time systems; Shape; Spatial databases; System testing; Vehicle dynamics; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2002. Proceedings. 16th International Conference on
ISSN
1051-4651
Print_ISBN
0-7695-1695-X
Type
conf
DOI
10.1109/ICPR.2002.1048032
Filename
1048032
Link To Document