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Color, Scale, and Rotation Independent Multiple License Plates Detection in Videos and Still Images
Joint Authors
Soora, Narasimha Reddy
Deshpande, Parag S.
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-07-14
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Most of the existing license plate (LP) detection systems have shown significant development in the processing of the images, with restrictions related to environmental conditions and plate variations.
With increased mobility and internationalization, there is a need to develop a universal LP detection system, which can handle multiple LPs of many countries and any vehicle, in an open environment and all weather conditions, having different plate variations.
This paper presents a novel LP detection method using different clustering techniques based on geometrical properties of the LP characters and proposed a new character extraction method, for noisy/missed character components of the LP due to the presence of noise between LP characters and LP border.
The proposed method detects multiple LPs from an input image or video, having different plate variations, under different environmental and weather conditions because of the geometrical properties of the set of characters in the LP.
The proposed method is tested using standard media-lab and Application Oriented License Plate (AOLP) benchmark LP recognition databases and achieved the success rates of 97.3% and 93.7%, respectively.
Results clearly indicate that the proposed approach is comparable to the previously published papers, which evaluated their performance on publicly available benchmark LP databases.
American Psychological Association (APA)
Soora, Narasimha Reddy& Deshpande, Parag S.. 2016. Color, Scale, and Rotation Independent Multiple License Plates Detection in Videos and Still Images. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1112841
Modern Language Association (MLA)
Soora, Narasimha Reddy& Deshpande, Parag S.. Color, Scale, and Rotation Independent Multiple License Plates Detection in Videos and Still Images. Mathematical Problems in Engineering No. 2016 (2016), pp.1-14.
https://search.emarefa.net/detail/BIM-1112841
American Medical Association (AMA)
Soora, Narasimha Reddy& Deshpande, Parag S.. Color, Scale, and Rotation Independent Multiple License Plates Detection in Videos and Still Images. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1112841
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112841