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
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;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048032
