License Plate Recognition System by Using High Dimensional Model Representation

Nursinem Dere; Burcu Tunga

doi:10.1109/ISMSIT.2018.8567286

License Plate Recognition System by Using High Dimensional Model Representation

Nursinem Dere, Burcu Tunga

Department of Mathematics Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In this paper, it is proposed to match characters in content based images from real time scenes and extract the content as a text into the virtual environment by using the special algorithm called High Dimensional Model Representation (HDMR) for the system of License Plate Recognition. LPR is used to identify vehicles by reading license plates in image processing. Besides various techniques, a new matching algorithm is developed for the implementation of the LPR technology. LPR process is based on three major stages: Extraction of the license plate region from an image, segmentation of characters from the license plate region and recognition of characters which are segmented from the license plate. HDMR is used for working with high dimensional data based on image, at the stage of recognition of characters. The HDMR algorithm is used for matching the characters.

Original language	English
Title of host publication	ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538641842
DOIs	https://doi.org/10.1109/ISMSIT.2018.8567286
Publication status	Published - 6 Dec 2018
Event	2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018 - Kizilcahamam, Ankara, Turkey Duration: 19 Oct 2018 → 21 Oct 2018

Publication series

Name	ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings

Conference

Conference	2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018
Country/Territory	Turkey
City	Kizilcahamam, Ankara
Period	19/10/18 → 21/10/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

character recognition
dimension reduction
HDMR
image processing
license plate recognition

Access to Document

10.1109/ISMSIT.2018.8567286

Cite this

Dere, N., & Tunga, B. (2018). License Plate Recognition System by Using High Dimensional Model Representation. In ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings Article 8567286 (ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISMSIT.2018.8567286

Dere, Nursinem ; Tunga, Burcu. / License Plate Recognition System by Using High Dimensional Model Representation. ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. (ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings).

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title = "License Plate Recognition System by Using High Dimensional Model Representation",

abstract = "In this paper, it is proposed to match characters in content based images from real time scenes and extract the content as a text into the virtual environment by using the special algorithm called High Dimensional Model Representation (HDMR) for the system of License Plate Recognition. LPR is used to identify vehicles by reading license plates in image processing. Besides various techniques, a new matching algorithm is developed for the implementation of the LPR technology. LPR process is based on three major stages: Extraction of the license plate region from an image, segmentation of characters from the license plate region and recognition of characters which are segmented from the license plate. HDMR is used for working with high dimensional data based on image, at the stage of recognition of characters. The HDMR algorithm is used for matching the characters.",

keywords = "character recognition, dimension reduction, HDMR, image processing, license plate recognition",

author = "Nursinem Dere and Burcu Tunga",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018 ; Conference date: 19-10-2018 Through 21-10-2018",

year = "2018",

month = dec,

day = "6",

doi = "10.1109/ISMSIT.2018.8567286",

language = "English",

series = "ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings",

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Dere, N & Tunga, B 2018, License Plate Recognition System by Using High Dimensional Model Representation. in ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings., 8567286, ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018, Kizilcahamam, Ankara, Turkey, 19/10/18. https://doi.org/10.1109/ISMSIT.2018.8567286

License Plate Recognition System by Using High Dimensional Model Representation. / Dere, Nursinem; Tunga, Burcu.
ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. 8567286 (ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Tunga, Burcu

PY - 2018/12/6

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N2 - In this paper, it is proposed to match characters in content based images from real time scenes and extract the content as a text into the virtual environment by using the special algorithm called High Dimensional Model Representation (HDMR) for the system of License Plate Recognition. LPR is used to identify vehicles by reading license plates in image processing. Besides various techniques, a new matching algorithm is developed for the implementation of the LPR technology. LPR process is based on three major stages: Extraction of the license plate region from an image, segmentation of characters from the license plate region and recognition of characters which are segmented from the license plate. HDMR is used for working with high dimensional data based on image, at the stage of recognition of characters. The HDMR algorithm is used for matching the characters.

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Dere N, Tunga B. License Plate Recognition System by Using High Dimensional Model Representation. In ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2018. 8567286. (ISMSIT 2018 - 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings). doi: 10.1109/ISMSIT.2018.8567286

License Plate Recognition System by Using High Dimensional Model Representation

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Keywords

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