Title :
Automatic car registration plate recognition using fast Hough transform
Author :
Gendy, Shokri ; Smith, Clifton L. ; Lachowicz, Stefan
Author_Institution :
Sch. of Eng., Edith Cowan Univ., Perth, WA, Australia
Abstract :
The development of automatic car registration plate recognition will provide greater efficiency for vehicle monitoring in automatic zone access control. Plate recognition will avoid the need to equip vehicles with special RF tags, since all vehicles possess a unique registration number plate. Also the proposed recognition system can be used in conjunction with a tag system for higher security. There are a number of techniques which have been used for car registration plate characters recognition. These systems include BAM (Bi-directional Associative Memories) neural network character recognition and pattern matching of characters as two character recognition techniques which will be discussed in this paper. The object of this paper is to explore the potential of using Fast Hough Transform (FHT) in vehicle registration plate recognition. Image processing techniques have been used to extract plate characters, then FHT algorithm is applied to every character in the image for recognition and identification. The FHT used in the paper is an efficient, fast and simple algorithm to identify characters, without requiring a relatively large memory
Keywords :
Hough transforms; associative processing; neural nets; optical character recognition; police data processing; automatic car registration plate recognition; automatic zone access control; bi-directional associative memories neural network character recognition; fast Hough transform; image processing techniques; tag system; vehicle monitoring; Access control; Associative memory; Bidirectional control; Character recognition; Computerized monitoring; Magnesium compounds; Neural networks; Pattern matching; Radio frequency; Vehicles;
Conference_Titel :
Security Technology, 1997. Proceedings. The Institute of Electrical and Electronics Engineers 31st Annual 1997 International Carnahan Conference on
Conference_Location :
Canberra, ACT
Print_ISBN :
0-7803-3913-4
DOI :
10.1109/CCST.1997.626271