Just-in-time outdoor color discrimination using adaptive similarity-based classifier
The color recognition and identification in operation time is a critical task in color-based computer vision applications. The main problem for recognizing the real color arises when the color characteristics are changed dynamically in the life time of a system. The outdoor color models which have b...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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The Institute of Electronics, Information and Communication Engineers
2010
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| Online Access: | http://psasir.upm.edu.my/id/eprint/11431/ http://psasir.upm.edu.my/id/eprint/11431/1/Just-in-time%20outdoor%20color%20discrimination%20using%20adaptive%20similarity-based%20classifier.pdf |
| _version_ | 1848841630361059328 |
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| author | Sojodishijani, Omid Ramli, Abdul Rahman Rostami, Vahid Samsudin, Khairulmizam Saripan, M. Iqbal |
| author_facet | Sojodishijani, Omid Ramli, Abdul Rahman Rostami, Vahid Samsudin, Khairulmizam Saripan, M. Iqbal |
| author_sort | Sojodishijani, Omid |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The color recognition and identification in operation time is a critical task in color-based computer vision applications. The main problem for recognizing the real color arises when the color characteristics are changed dynamically in the life time of a system. The outdoor color models which have been addressed by some researchers have serious practical limitations to employ in real applications. Moreover, due to high fluctuations in environment illumination, using conventional classifier for discriminating colors is a complicated task. In this paper, a just-in-time and model-free solution in order to discriminate outdoor colors on data driven modality is proposed. For this purpose, adaptive similarity-based classifier is utilized to track the color's data evolution during a day. |
| first_indexed | 2025-11-15T07:46:17Z |
| format | Article |
| id | upm-11431 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T07:46:17Z |
| publishDate | 2010 |
| publisher | The Institute of Electronics, Information and Communication Engineers |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-114312018-10-26T01:54:30Z http://psasir.upm.edu.my/id/eprint/11431/ Just-in-time outdoor color discrimination using adaptive similarity-based classifier Sojodishijani, Omid Ramli, Abdul Rahman Rostami, Vahid Samsudin, Khairulmizam Saripan, M. Iqbal The color recognition and identification in operation time is a critical task in color-based computer vision applications. The main problem for recognizing the real color arises when the color characteristics are changed dynamically in the life time of a system. The outdoor color models which have been addressed by some researchers have serious practical limitations to employ in real applications. Moreover, due to high fluctuations in environment illumination, using conventional classifier for discriminating colors is a complicated task. In this paper, a just-in-time and model-free solution in order to discriminate outdoor colors on data driven modality is proposed. For this purpose, adaptive similarity-based classifier is utilized to track the color's data evolution during a day. The Institute of Electronics, Information and Communication Engineers 2010 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/11431/1/Just-in-time%20outdoor%20color%20discrimination%20using%20adaptive%20similarity-based%20classifier.pdf Sojodishijani, Omid and Ramli, Abdul Rahman and Rostami, Vahid and Samsudin, Khairulmizam and Saripan, M. Iqbal (2010) Just-in-time outdoor color discrimination using adaptive similarity-based classifier. IEICE Electronics Express, 7 (5). pp. 339-345. ISSN 1349-2543 https://www.jstage.jst.go.jp/article/elex/7/5/7_5_339/_article 10.1587/elex.7.339 |
| spellingShingle | Sojodishijani, Omid Ramli, Abdul Rahman Rostami, Vahid Samsudin, Khairulmizam Saripan, M. Iqbal Just-in-time outdoor color discrimination using adaptive similarity-based classifier |
| title | Just-in-time outdoor color discrimination using adaptive similarity-based classifier |
| title_full | Just-in-time outdoor color discrimination using adaptive similarity-based classifier |
| title_fullStr | Just-in-time outdoor color discrimination using adaptive similarity-based classifier |
| title_full_unstemmed | Just-in-time outdoor color discrimination using adaptive similarity-based classifier |
| title_short | Just-in-time outdoor color discrimination using adaptive similarity-based classifier |
| title_sort | just-in-time outdoor color discrimination using adaptive similarity-based classifier |
| url | http://psasir.upm.edu.my/id/eprint/11431/ http://psasir.upm.edu.my/id/eprint/11431/ http://psasir.upm.edu.my/id/eprint/11431/ http://psasir.upm.edu.my/id/eprint/11431/1/Just-in-time%20outdoor%20color%20discrimination%20using%20adaptive%20similarity-based%20classifier.pdf |