Title :
An advanced on-line video tracking system
Author :
Hwang, Junghyun ; Ooi, Yoshiteru ; Ozawa, Shinji
Author_Institution :
Fac. of Sci. & Eng., Keio Univ., Yokohama, Japan
Abstract :
This paper describes an on-line visual sensing system available to a security area. The sensing system capable of tracking and zooming functions detects an unexpected object and records the series of available extracted object images in the time varying environment. Two algorithms-image processing to detect the object motion and parallel pan/tilt/zoom control-are proposed for the sensing system. In the image processing, the object edge image is first abstracted by specific temporal differentiation of two successive edge images. The object size as a major information in zoom-lens control is determined by multi-stage eigenvalues of the real symmetric matrix in the abstracted image which is designed for low computational cost as well as noise detection. Secondly for a practical application, the organic path planning of parallel sensor control-three mechanical freedoms of pan, tilt and zoom-is established, and pipeline processing between image processing and sensor control is designed. Experimental results show that the proposed system is valid for numerous kinds of moving objects in the security zone
Keywords :
computer vision; edge detection; eigenvalues and eigenfunctions; feature extraction; mobile robots; path planning; security; tracking; advanced on-line video tracking system; edge images; extracted object images; multi-stage eigenvalues; object motion; on-line visual sensing system; organic path planning; parallel pan/tilt/zoom control; parallel sensor control; pipeline processin; security; temporal differentiation; time varying environment; unexpected object; zoom-lens control; zooming; Control systems; Image edge detection; Image processing; Image sensors; Mechanical sensors; Motion control; Motion detection; Object detection; Security; Time varying systems;
Conference_Titel :
Industrial Electronics, Control, and Instrumentation, 1993. Proceedings of the IECON '93., International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-7803-0891-3
DOI :
10.1109/IECON.1993.339364