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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Deb, K. Hossen, M.K. Khan, M.I. Alam, M.R. |
| Copyright Year | 2012 |
| Description | Author affiliation: Department of Computer Science and Engineering, Chittagong University of Engineering and Technology (CUET), Chittagong-4349, Bangladesh (Deb, K.; Hossen, M.K.; Khan, M.I.) || Department of Electrical and Electronic Engineering, Chittagong University of Engineering and Technology (CUET), Chittagong-4349, Bangladesh (Alam, M.R.) |
| Abstract | Bangladeshi Vehicle License Plate Detection (BVLPD) plays an important and inevitable role in Vehicle License Plate Recognition (VLPR) system. The most challenging part of this method is to detect the region of the license plate from the vehicle image. In this paper, we propose an algorithm for analyzing the vehicle image to extract the LP position in the image of the vehicle. Initially, HSI color model is adopted to select a threshold for detecting candidate regions and then different geometrical properties of LP such as area, bounding box, aspect ratio are used to determine whether the candidate regions contain LP or not. Finally the candidate region is verified by intensity histogram. The proposed method is able to deal with candidate regions under different scale of the plate. In the experiment more than 100 images are used which are taken under different conditions such as uneven illumination, complex scenes, varied weather and varied distances from the vehicle to camera. The overall rate of success of the license plate detection algorithm is 85%. |
| Starting Page | 1 |
| Ending Page | 5 |
| File Size | 1361218 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781467317726 |
| e-ISBN | 9781467317733 |
| DOI | 10.1109/IFOST.2012.6357650 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-09-18 |
| Publisher Place | Russia |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Image segmentation Histograms intensity histogram Image color analysis Filtering HSI color model Lighting Licenses license plate vehicle license plate detection (VLPD) Vehicles geometrical properties |
| Content Type | Text |
| Resource Type | Article |
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