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http://hdl.handle.net/123456789/7148
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| Title: | Multiple objects detection using Separability Filter and Circular Hough Transform |
| Authors: | Haniza, Yazid
Mohamed Rizon, Mohamed Juhari
Puteh, Saad
Ali Yeon, Md Shakaff
Sazali, Yaacob
Abdul Rahman, Mohd. Saad
Sugisaka, Masanori |
| Keywords: | Separability filter
Circular Hough Transform
Mathematical morphology
Image processing
Object detection |
| Issue Date: | 15-Jun-2006 |
| Publisher: | Kolej Universiti Kejuruteraan Utara Malaysia |
| Citation: | p.45-52 |
| Series/Report no.: | KUKUM Engineering Research Seminar 2006 |
| Abstract: | In this paper 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 to obtain the best object candidates and second, the Circular Hough Transform (CHT) is performed to detect the presence of circular shape. As the results of the experiments, the object detection rate for the first object is 87.5%, second object is 92.5%, third object is 77.5% and fourth object is 67.5%. |
| Description: | Organized by Kolej Universiti kejuruteraan Utara Malaysia (KUKUM), 15th June 2006 at DKG 4 & DKG 5, Kubang Gajah, Arau, Perlis. |
| URI: | http://hdl.handle.net/123456789/7148 |
| Appears in Collections: | Mohd. Rizon Mohamed Juhari, Prof. Ir. Dr.
Sazali Yaacob, Prof. Dr.
Ali Yeon, Md Shakaff, Prof. Dr.
Conference Papers
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