Object detection using circular hough transform
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Science Publications
2011
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my.unimap-113492011-03-22T02:23:55Z Object detection using circular hough transform Mohamed Rizon Haniza, Yazid Puteh, Saad Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Sugisaka, Masanori Sazali, Yaacob, Prof. Dr. M. Rozailan, Mamat Karthigayan, M. Separability filter Circular hough transform Edge detection Mathematical morphology Link to publisher's homepage at http://www.scipub.org/ 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. 2011-03-22T02:23:55Z 2011-03-22T02:23:55Z 2005 Article American Journal of Applied Sciences, vol. 2(12), 2005, pages 1606-1609 1546-9239 http://www.scipub.org/fulltext/ajas/ajas2121606-1609.pdf http://hdl.handle.net/123456789/11349 en Science Publications |
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http://dspace.unimap.edu.my/ |
| language |
English |
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Separability filter Circular hough transform Edge detection Mathematical morphology |
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Separability filter Circular hough transform Edge detection Mathematical morphology Mohamed Rizon Haniza, Yazid Puteh, Saad Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Sugisaka, Masanori Sazali, Yaacob, Prof. Dr. M. Rozailan, Mamat Karthigayan, M. Object detection using circular hough transform |
| description |
Link to publisher's homepage at http://www.scipub.org/ |
| format |
Article |
| author |
Mohamed Rizon Haniza, Yazid Puteh, Saad Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Sugisaka, Masanori Sazali, Yaacob, Prof. Dr. M. Rozailan, Mamat Karthigayan, M. |
| author_facet |
Mohamed Rizon Haniza, Yazid Puteh, Saad Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Sugisaka, Masanori Sazali, Yaacob, Prof. Dr. M. Rozailan, Mamat Karthigayan, M. |
| author_sort |
Mohamed Rizon |
| title |
Object detection using circular hough transform |
| title_short |
Object detection using circular hough transform |
| title_full |
Object detection using circular hough transform |
| title_fullStr |
Object detection using circular hough transform |
| title_full_unstemmed |
Object detection using circular hough transform |
| title_sort |
object detection using circular hough transform |
| publisher |
Science Publications |
| publishDate |
2011 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/11349 |
| _version_ |
1643790139572355072 |
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13.222552 |