Performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection
Also available in printed version
| المؤلف الرئيسي: | |
|---|---|
| مؤلفون آخرون: | |
| التنسيق: | Bachelor thesis |
| اللغة: | الإنجليزية |
| منشور في: |
Universiti Teknologi Malaysia
2025
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://utmik.utm.my/handle/123456789/56176 |
| Abstract | Abstract here |
| _version_ | 1854975083384143872 |
|---|---|
| author | Lim, Yi |
| author2 | Ismail Fauzi Isnin, supervisor |
| author_facet | Ismail Fauzi Isnin, supervisor Lim, Yi |
| author_sort | Lim, Yi |
| description | Also available in printed version |
| format | Bachelor thesis |
| id | utm-123456789-56176 |
| institution | Universiti Teknologi Malaysia |
| language | English |
| publishDate | 2025 |
| publisher | Universiti Teknologi Malaysia |
| record_format | dspace |
| record_pdf | Abstract |
| spelling | utm-123456789-561762025-08-21T04:14:25Z Performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection Lim, Yi Ismail Fauzi Isnin, supervisor Computing Also available in printed version This paper presents two approaches to solve the problem of plate detection region in Vehicle License Plate Recognition (VLPR) system. VLPR system is a system that is motivated with various traffic management frauds, in which the system tunes in a lot of image processing field to capture an image of a car before the work to recognize the characters on the car license plate. Plate detection phase is the first main phase in the whole VLPR system, where the locations of the plates in each image data are identified and cropped as input data for the next phase. This phase is fundamental as it influences the accuracy and precision of the result in the coming phases. The potential solutions proposed and compared in this research thesis work, which they include masking method and Vertical and Horizontal Histogram Algorithm, are introduced and explained abundantly in this thesis. The main purpose of this research is to implement the algorithms in the plate detection phase in VLPR system and to evaluate the algorithms in terms of region detection accuracy and its precision over Malaysian car plate number. The implementations of these algorithms are in MATLAB. The results deduce that when tophat threshold, T, is set to 130, masking algorithm achieved 94% of accuracy, compared to Vertical and Horizontal algorithm, which achieved 83.3% when vertical threshold, V, and horizontal threshold, H are set to 60 and 50 respectively. The enhancements in Vertical and Horizontal Histogram algorithm are histogram threshold and histogram height. The enhancements boost the accuracy of the algorithm between 5% to 23% snhas UTM 89 p. Project Paper (Sarjana Muda Sains Komputer (Perisian Grafik dan Multimedia)) - Universiti Teknologi Malaysia, 2014 2025-03-17T04:22:13Z 2025-03-17T04:22:13Z 2014 Bachelor thesis https://utmik.utm.my/handle/123456789/56176 valet-20170215-115442 vital:95260 ENG Closed Access UTM Complete Unpublished application/pdf Universiti Teknologi Malaysia |
| spellingShingle | Computing Lim, Yi Performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection |
| thesis_level | Other |
| title | Performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection |
| title_full | Performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection |
| title_fullStr | Performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection |
| title_full_unstemmed | Performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection |
| title_short | Performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection |
| title_sort | performance comparison between vertical and horizontal histogram algorithm and masking algorithm for plate region detection |
| topic | Computing |
| url | https://utmik.utm.my/handle/123456789/56176 |
| work_keys_str_mv | AT limyi performancecomparisonbetweenverticalandhorizontalhistogramalgorithmandmaskingalgorithmforplateregiondetection |