Automated parking lot management for Bengali license plates using hough transformation and image segmentation
This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2014.
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| Jazyk: | English |
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BRAC University
2014
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| On-line přístup: | http://hdl.handle.net/10361/3753 |
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10361-3753 |
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10361-37532022-01-26T10:18:21Z Automated parking lot management for Bengali license plates using hough transformation and image segmentation Mahmud, Abul Ahsan Dores, Bishal Peter Nahid Ul Islam Biswas, Rubel Alam, Md. Zahangir Department of Computer Science and Engineering, BRAC University Computer science and engineering Parking system This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2014. Cataloged from PDF version of thesis report. Includes bibliographical references (page 54 -56). This paper is on automated parking lot management system for Bengali language based on vehicle number plate recognition. The need for an efficient parking system stems from increased congestion, motor vehicle pollution. The aim of this research is to develop and implement an automatic parking system that will increase convenience and security of the parking lot with minimum human involvement. This is done with the combination of automated license plate recognition and database manipulation. The image is acquired from a live video feed by comparing frames for significant changes. Then it is passed through several steps including some different types of algorithms and methodologies such as Canny Edge Detection, Connected Component Labeling and Hough Transformation to localize the license plate. Subsequently the license plate is progressed through Character Segmentation and Pattern Recognition to extract the data for manipulating and computing using database to manage the parking lot system efficiently. The system was experimented on 20 different license plates and the algorithms worked correctly in all cases with a very good response time. Abul Ahsan Mahmud, Bishal Peter Dores, Nahid Ul Islam B. Computer Science and Engineering 2014-10-01T05:37:48Z 2014-10-01T05:37:48Z 2014 2014-08 Thesis ID 10201029 ID 10201021 ID 10201001 http://hdl.handle.net/10361/3753 en BRAC University Internship reports are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 56 pages application/pdf BRAC University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Computer science and engineering Parking system |
| spellingShingle |
Computer science and engineering Parking system Mahmud, Abul Ahsan Dores, Bishal Peter Nahid Ul Islam Automated parking lot management for Bengali license plates using hough transformation and image segmentation |
| description |
This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2014. |
| author2 |
Biswas, Rubel |
| author_facet |
Biswas, Rubel Mahmud, Abul Ahsan Dores, Bishal Peter Nahid Ul Islam |
| format |
Thesis |
| author |
Mahmud, Abul Ahsan Dores, Bishal Peter Nahid Ul Islam |
| author_sort |
Mahmud, Abul Ahsan |
| title |
Automated parking lot management for Bengali license plates using hough transformation and image segmentation |
| title_short |
Automated parking lot management for Bengali license plates using hough transformation and image segmentation |
| title_full |
Automated parking lot management for Bengali license plates using hough transformation and image segmentation |
| title_fullStr |
Automated parking lot management for Bengali license plates using hough transformation and image segmentation |
| title_full_unstemmed |
Automated parking lot management for Bengali license plates using hough transformation and image segmentation |
| title_sort |
automated parking lot management for bengali license plates using hough transformation and image segmentation |
| publisher |
BRAC University |
| publishDate |
2014 |
| url |
http://hdl.handle.net/10361/3753 |
| work_keys_str_mv |
AT mahmudabulahsan automatedparkinglotmanagementforbengalilicenseplatesusinghoughtransformationandimagesegmentation AT doresbishalpeter automatedparkinglotmanagementforbengalilicenseplatesusinghoughtransformationandimagesegmentation AT nahidulislam automatedparkinglotmanagementforbengalilicenseplatesusinghoughtransformationandimagesegmentation |
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