DocumentCode :
2056992
Title :
Application of image processing techniques for the extraction of vehicle number plates over ARM target board
Author :
Muzammil, Muhammad Junaid ; Zaidi, Syed Ali Raza
Author_Institution :
Electr. Eng. Dept., Nat. Univ. of Sci. & Technol. (NUST), Karachi, Pakistan
fYear :
2013
fDate :
25-26 Sept. 2013
Firstpage :
1
Lastpage :
5
Abstract :
Correct recognition of vehicles violating traffic rules and regulations is a major challenge in the present complex traffic environment. Automatic Number Plate Recognition (ANPR) systems plays an important role in the detection of such events. ANPR systems are typically standalone systems using the capabilities of embedded processors for correct recognition. The limited processing capabilities hinders the efficient determination of location of number plates in such images satisfying the real time criteria. This paper presents an adopted method for the image preprocessing, image detection and extraction of standardized white background vehicle number plates. Application of suitable Gaussian Filters along with other image preprocessing techniques, Binary jumps and Image differencing techniques have been carried out in this work. An ARM Cortex A8 processor with 1GHz processor and 512 MB RAM has been selected as the candidate embedded processor in this work. Experiments show that the proposed method posses over 90% accuracy.
Keywords :
Gaussian processes; embedded systems; filtering theory; image processing; microprocessor chips; object detection; object recognition; road traffic; road vehicles; ANPR systems; ARM cortex A8 processor; ARM target board; Gaussian filters; RAM; automatic number plate recognition systems; binary jumps; candidate embedded processor; complex traffic environment; embedded processors; image detection; image differencing techniques; image preprocessing techniques; image processing techniques; processing capability; real time criteria; standalone systems; standardized white background vehicle number plate extraction; traffic regulations; traffic rules; vehicle recognition; Computer vision; Image segmentation; Libraries; Licenses; Program processors; Real-time systems; Vehicles; ARM Cortex A8 processor; Binary Jumps; Gaussian Filters; Image Differencing; Vehicle Number Plate Recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer,Control & Communication (IC4), 2013 3rd International Conference on
Conference_Location :
Karachi
Print_ISBN :
978-1-4673-6011-1
Type :
conf
DOI :
10.1109/IC4.2013.6653768
Filename :
6653768
Link To Document :
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