Real time motorcycle image detection and analysis
This research investigated image tracking and edge detection for motorcycle in various lighting and weather conditions. The capability in different resolution and threshold level also evaluated. Comparison between hardware and software implementation of edge detection also been made. Develop framewo...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Electrochemical Society
2018
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| Online Access: | http://psasir.upm.edu.my/id/eprint/73713/ http://psasir.upm.edu.my/id/eprint/73713/1/Real%20time%20motorcycle%20image%20detection%20and%20analysis.pdf |
| _version_ | 1848857343702335488 |
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| author | Mat Nong, Mohd Ali Mohd Sidek, Roslina Osman, Rosiah Sabil, Suzila Md Yusof, Juraina |
| author_facet | Mat Nong, Mohd Ali Mohd Sidek, Roslina Osman, Rosiah Sabil, Suzila Md Yusof, Juraina |
| author_sort | Mat Nong, Mohd Ali |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This research investigated image tracking and edge detection for motorcycle in various lighting and weather conditions. The capability in different resolution and threshold level also evaluated. Comparison between hardware and software implementation of edge detection also been made. Develop framework showed great accuracy is segmentation of plate number from motorcycle image in daylight condition compared to rainy daylight and night condition. The aim of this project is to develop framework for motorcycle image detection and recognize for traffic offender. Analysis with histogram level and contrast stretching method showed performance in hardware is improved rather than software. |
| first_indexed | 2025-11-15T11:56:03Z |
| format | Article |
| id | upm-73713 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:56:03Z |
| publishDate | 2018 |
| publisher | Electrochemical Society |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-737132020-05-08T17:52:13Z http://psasir.upm.edu.my/id/eprint/73713/ Real time motorcycle image detection and analysis Mat Nong, Mohd Ali Mohd Sidek, Roslina Osman, Rosiah Sabil, Suzila Md Yusof, Juraina This research investigated image tracking and edge detection for motorcycle in various lighting and weather conditions. The capability in different resolution and threshold level also evaluated. Comparison between hardware and software implementation of edge detection also been made. Develop framework showed great accuracy is segmentation of plate number from motorcycle image in daylight condition compared to rainy daylight and night condition. The aim of this project is to develop framework for motorcycle image detection and recognize for traffic offender. Analysis with histogram level and contrast stretching method showed performance in hardware is improved rather than software. Electrochemical Society 2018 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/73713/1/Real%20time%20motorcycle%20image%20detection%20and%20analysis.pdf Mat Nong, Mohd Ali and Mohd Sidek, Roslina and Osman, Rosiah and Sabil, Suzila and Md Yusof, Juraina (2018) Real time motorcycle image detection and analysis. Journal of Solid State Science and Technology, 26 (2). 24 - 32. ISSN 2162-8777; ESSN: 2162-8769 http://myjms.moe.gov.my/index.php/masshp/article/view/5151 |
| spellingShingle | Mat Nong, Mohd Ali Mohd Sidek, Roslina Osman, Rosiah Sabil, Suzila Md Yusof, Juraina Real time motorcycle image detection and analysis |
| title | Real time motorcycle image detection and analysis |
| title_full | Real time motorcycle image detection and analysis |
| title_fullStr | Real time motorcycle image detection and analysis |
| title_full_unstemmed | Real time motorcycle image detection and analysis |
| title_short | Real time motorcycle image detection and analysis |
| title_sort | real time motorcycle image detection and analysis |
| url | http://psasir.upm.edu.my/id/eprint/73713/ http://psasir.upm.edu.my/id/eprint/73713/ http://psasir.upm.edu.my/id/eprint/73713/1/Real%20time%20motorcycle%20image%20detection%20and%20analysis.pdf |