Multiple objects detection using Separability Filter and Circular Hough Transform
Organized by Kolej Universiti kejuruteraan Utara Malaysia (KUKUM), 15th June 2006 at DKG 4 & DKG 5, Kubang Gajah, Arau, Perlis.
Saved in:
| Main Authors: | , , , , , , |
|---|---|
| Format: | Working Paper |
| Language: | English |
| Published: |
Kolej Universiti Kejuruteraan Utara Malaysia
2009
|
| Subjects: | |
| Online Access: | http://dspace.unimap.edu.my/xmlui/handle/123456789/7148 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
my.unimap-7148 |
|---|---|
| record_format |
dspace |
| spelling |
my.unimap-71482009-09-04T07:09:02Z Multiple objects detection using Separability Filter and Circular Hough Transform Haniza, Yazid Mohamed Rizon, Mohamed Juhari Puteh, Saad Ali Yeon, Md Shakaff Sazali, Yaacob Abdul Rahman, Mohd. Saad Sugisaka, Masanori Separability filter Circular Hough Transform Mathematical morphology Image processing Object detection Organized by Kolej Universiti kejuruteraan Utara Malaysia (KUKUM), 15th June 2006 at DKG 4 & DKG 5, Kubang Gajah, Arau, Perlis. 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%. 2009-09-04T07:09:02Z 2009-09-04T07:09:02Z 2006-06-15 Working Paper p.45-52 http://hdl.handle.net/123456789/7148 en KUKUM Engineering Research Seminar 2006 Kolej Universiti Kejuruteraan Utara Malaysia |
| institution |
Universiti Malaysia Perlis |
| building |
UniMAP Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Malaysia Perlis |
| content_source |
UniMAP Library Digital Repository |
| url_provider |
http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Separability filter Circular Hough Transform Mathematical morphology Image processing Object detection |
| spellingShingle |
Separability filter Circular Hough Transform Mathematical morphology Image processing Object detection Haniza, Yazid Mohamed Rizon, Mohamed Juhari Puteh, Saad Ali Yeon, Md Shakaff Sazali, Yaacob Abdul Rahman, Mohd. Saad Sugisaka, Masanori Multiple objects detection using Separability Filter and Circular Hough Transform |
| description |
Organized by Kolej Universiti kejuruteraan Utara Malaysia (KUKUM), 15th June 2006 at DKG 4 & DKG 5, Kubang Gajah, Arau, Perlis. |
| format |
Working Paper |
| author |
Haniza, Yazid Mohamed Rizon, Mohamed Juhari Puteh, Saad Ali Yeon, Md Shakaff Sazali, Yaacob Abdul Rahman, Mohd. Saad Sugisaka, Masanori |
| author_facet |
Haniza, Yazid Mohamed Rizon, Mohamed Juhari Puteh, Saad Ali Yeon, Md Shakaff Sazali, Yaacob Abdul Rahman, Mohd. Saad Sugisaka, Masanori |
| author_sort |
Haniza, Yazid |
| title |
Multiple objects detection using Separability Filter and Circular Hough Transform |
| title_short |
Multiple objects detection using Separability Filter and Circular Hough Transform |
| title_full |
Multiple objects detection using Separability Filter and Circular Hough Transform |
| title_fullStr |
Multiple objects detection using Separability Filter and Circular Hough Transform |
| title_full_unstemmed |
Multiple objects detection using Separability Filter and Circular Hough Transform |
| title_sort |
multiple objects detection using separability filter and circular hough transform |
| publisher |
Kolej Universiti Kejuruteraan Utara Malaysia |
| publishDate |
2009 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/7148 |
| _version_ |
1643788702769479680 |
| score |
13.222552 |