Algorithms for Image Processing and Computer Vision
Algorithms for Image Processing and Computer Vision
Digital Image Processing
Verification of the Document Components from Dual Extraction of MRTD Information
Graphics Recognition. Recent Advances and New Opportunities
Intelligent immigration control system by using passport recognition and face verification
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Recognition of english business cards using enhanced hybrid network
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Analysis system of endoscopic image of early gastric cancer
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
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The judgment of forged passports plays an important role in the immigration control system and requires the automatic recognition of passports as the pre-phase processing. This paper, for the recognition of passports, proposed a novel method using the enhanced RBF network based on ART2. The proposed method extracts code sequence blocks and individual codes by applying the Sobel masking, the smearing and the contour tracking algorithms in turn to passport images. The enhanced RBF network was proposed and used for the recognition of individual codes, which applies the ART2 algorithm to the learning structure of the middle layer. The experiment results showed that the proposed method has superior in performance in the recognition of passport.