Title :
Realization of an efficient line detection by askant glance camera vision system using extended Hough transform
Author :
Tominaga, Masafumi ; Kato, Kunihito ; Murakami, Kazuhito ; Koshimizu, Hiroyasu
Author_Institution :
Chukyo Univ., Japan
Abstract :
We propose a new vision mechanism which can saccadicly move its fixation point for detecting straight lines within the image frame. This system, askant glance camera vision (AGCV) system, can extract straight lines precisely around the fixation point and rather coarsely at the periphery of the fixation point. This camera system works in such a way that the fixation point catches the moving object by the information of the center of gravity of edges, and the edges of the moving object can be extracted better than the edges of the stationary object. This system demonstrates a model of the center fine/peripheral-coarse characteristics of human vision. This system is constructed by a slab-system which uses extended Hough transform functions and another subsystem which tracks an object and shifts its fixation point to the center of gravity. In this paper, we show some experimental results to show the performance of AGCV system
Keywords :
Hough transforms; computer vision; feature extraction; AGCV; askance glance camera vision system; askant glance camera vision system; camera system; efficient line detection; extended Hough transform functions; moving object edge extraction; saccadic motion; straight lines; Cameras; Digital images; Electrical capacitance tomography; Feature extraction; Gravity; Humans; Machine vision; Object detection; Radio access networks; US Department of Transportation;
Conference_Titel :
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-8186-8512-3
DOI :
10.1109/ICPR.1998.711122