Improving the performance of traffic sign detection using blob tracking
We propose a new approach for tracking circular traffic signs from image sequences to improve the performance of traffic sign detection, by reducing search region and suppressing misdetection caused by temporal occlusion or poor quality of image. Our proposed tracking, called two-layered blobs track...
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| Format: | Article |
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IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
2007
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| Online Access: | http://shdl.mmu.edu.my/2982/ |
| _version_ | 1848790201673973760 |
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| author | Soetedjo, Aryuanto Yamada, Koichi |
| author_facet | Soetedjo, Aryuanto Yamada, Koichi |
| author_sort | Soetedjo, Aryuanto |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | We propose a new approach for tracking circular traffic signs from image sequences to improve the performance of traffic sign detection, by reducing search region and suppressing misdetection caused by temporal occlusion or poor quality of image. Our proposed tracking, called two-layered blobs tracking, does not require an accurate model of the fixed object-moving camera system, which is essential in the Kalman-Filter tracking. The experimental results show that the proposed approach could track the circular tra. c signs from a moving camera effectively, without any restrictions on speed and movement of the vehicle, and camera installation, thus it is easy to be implemented in real situation. |
| first_indexed | 2025-11-14T18:08:51Z |
| format | Article |
| id | mmu-2982 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:08:51Z |
| publishDate | 2007 |
| publisher | IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-29822011-09-29T07:02:24Z http://shdl.mmu.edu.my/2982/ Improving the performance of traffic sign detection using blob tracking Soetedjo, Aryuanto Yamada, Koichi T Technology (General) QA75.5-76.95 Electronic computers. Computer science We propose a new approach for tracking circular traffic signs from image sequences to improve the performance of traffic sign detection, by reducing search region and suppressing misdetection caused by temporal occlusion or poor quality of image. Our proposed tracking, called two-layered blobs tracking, does not require an accurate model of the fixed object-moving camera system, which is essential in the Kalman-Filter tracking. The experimental results show that the proposed approach could track the circular tra. c signs from a moving camera effectively, without any restrictions on speed and movement of the vehicle, and camera installation, thus it is easy to be implemented in real situation. IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG 2007-11 Article NonPeerReviewed Soetedjo, Aryuanto and Yamada, Koichi (2007) Improving the performance of traffic sign detection using blob tracking. IEICE Electronics Express, 4 (21). pp. 684-689. ISSN 1349-2543 http://dx.doi.org/10.1587/elex.4.684 doi:10.1587/elex.4.684 doi:10.1587/elex.4.684 |
| spellingShingle | T Technology (General) QA75.5-76.95 Electronic computers. Computer science Soetedjo, Aryuanto Yamada, Koichi Improving the performance of traffic sign detection using blob tracking |
| title | Improving the performance of traffic sign detection using blob tracking |
| title_full | Improving the performance of traffic sign detection using blob tracking |
| title_fullStr | Improving the performance of traffic sign detection using blob tracking |
| title_full_unstemmed | Improving the performance of traffic sign detection using blob tracking |
| title_short | Improving the performance of traffic sign detection using blob tracking |
| title_sort | improving the performance of traffic sign detection using blob tracking |
| topic | T Technology (General) QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/2982/ http://shdl.mmu.edu.my/2982/ http://shdl.mmu.edu.my/2982/ |