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|Title: ||Multiple objects detection using Separability Filter and Circular Hough Transform|
|Authors: ||Haniza, Yazid|
Mohamed Rizon, Mohamed Juhari
Ali Yeon, Md Shakaff
Abdul Rahman, Mohd. Saad
|Keywords: ||Separability filter;Circular Hough Transform;Mathematical morphology;Image processing;Object detection|
|Issue Date: ||15-Jun-2006|
|Publisher: ||Kolej Universiti Kejuruteraan Utara Malaysia|
|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.|
|Appears in Collections:||Haniza Yazid, Dr.|
Ali Yeon, Md Shakaff, Prof. Dr.
Sazali Yaacob, Prof. Dr.
Mohd. Rizon Mohamed Juhari, Prof. Ir. Dr.
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