Title :
An object oriented approach for object recognition and classification
Author :
Cappellini, Vito ; Bimbo, Alberto Del ; Mecocci, Alessandro
Author_Institution :
Fac. di Ingegneria, Firenze Univ., Italy
Abstract :
Scene analysis with processing of multiple frames is considered for automatic recognition and tracking of moving objects. The importance of taking into account information about the objects in the design of flexible systems is emphasized. This goal is reached through an object-oriented approach to problem-solving. It is shown that abstract data type and inheritance relationship definitions over real-world entities can be efficiently used for object classification purposes. This has been verified in a traffic monitoring application. An efficient algorithmic solution that satisfies the real-time constraints of the problem is proposed
Keywords :
computerised pattern recognition; computerised picture processing; abstract data type; inheritance relationship definitions; moving objects; multiple frame processing; object classification; object oriented approach; object recognition; real-time constraints; real-world entities; scene analysis; tracking; traffic monitoring application; Image analysis; Image processing; Inspection; Layout; Object oriented modeling; Object recognition; Pattern recognition; Shape; Software design; Vehicles;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266781