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Fast Cartoon-Texture Decomposition Filtering Based License Plate Detection Method
Joint Authors
Liu, Xiaoyan
Zhao, Chenping
Wang, Yingjun
Zhao, Mingfu
Bai, Linfeng
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-07-12
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Vehicle license plate detection is an important step in automatic license plate recognition, which is prone to be influenced by the background interference and complex environment conditions.
It is known that cartoon-texture decomposition split an image into geometric cartoon and texture component, which can remove background interference away from the vehicle image.
In this paper, we introduce a fast cartoon-texture decomposition filter into the detection process.
Combining the edge detection, morphological filtering and Radon transform based tilt correction method, we formulate a new license plate detection algorithm.
Experiment results confirm that the proposed algorithm can remove background interference away, inhibit the emergence of fake license plates, and improve the detection accuracy.
Moreover, there is no inner loop iteration in the new algorithm, so it is fast and high-efficiency.
American Psychological Association (APA)
Wang, Yingjun& Zhao, Chenping& Liu, Xiaoyan& Zhao, Mingfu& Bai, Linfeng. 2018. Fast Cartoon-Texture Decomposition Filtering Based License Plate Detection Method. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1207203
Modern Language Association (MLA)
Wang, Yingjun…[et al.]. Fast Cartoon-Texture Decomposition Filtering Based License Plate Detection Method. Mathematical Problems in Engineering No. 2018 (2018), pp.1-9.
https://search.emarefa.net/detail/BIM-1207203
American Medical Association (AMA)
Wang, Yingjun& Zhao, Chenping& Liu, Xiaoyan& Zhao, Mingfu& Bai, Linfeng. Fast Cartoon-Texture Decomposition Filtering Based License Plate Detection Method. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1207203
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1207203