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Title: Object detection using circular hough transform
Authors: Mohamed Rizon
Haniza, Yazid
Puteh, Saad
Ali Yeon, Md Shakaff, Prof. Dr.
Abdul Rahman, Saad
Sugisaka, Manasori
Sazali, Yaacob, Prof. Dr.
M. Rozailan, Mamat
Karthigayan, M.
Keywords: Separability filter;Circular hough transform;Edge detection;Mathematical morphology
Issue Date: 2005
Publisher: Science Publications
Citation: American Journal of Applied Sciences, vol. 2(12), 2005, pages 1606-1609
Abstract: In this study we propose a new system to detect the object from an input image. The proposed system first uses the separability filter proposed by Fukui and Yamaguchi (Trans. IEICE Japan J80-D-II. 8, 2170-2177, 1997) to obtain the best object candidates and next, the system uses the circular Hough transform (CHT) to detect the presence of circular shape. The main contribution of this work consists of using together two different techniques in order to take advantages from the peculiarity of each of them. As the results of the experiments, the object detection rate of the proposed system was 96% for 25 images by moving the circle template every 20 pixels to right and down.
Description: Link to publisher's homepage at http://www.scipub.org/
URI: http://www.scipub.org/fulltext/ajas/ajas2121606-1609.pdf
ISSN: 1546-9239
Appears in Collections:School of Mechatronic Engineering (Articles)
Ali Yeon, Md Shakaff, Prof. Dr.
Sazali Yaacob, Prof. Dr.
Mohd. Rizon Mohamed Juhari, Prof. Ir. Dr.

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