Pattern Recognition Through Fuzzy Logic
Executive Magistrate in India & PhD Student
August 4, 2010
IEEE Information Reuse and Integration Conference, 2010
The signature verification is a popular problem and the fuzzy approach is one of the existing techniques. The paper presents the concept of authentication by a graphical signature to validate the origin of digital documents. The process consists of encoding, decoding, transmission of data and the comparison of signatures using fuzzy logic. This work presents a methodology for addressing digital handwritten signatures and the authentication of it for validating legal operations. Data authentication is a problem. There remains always a fear that a transaction has been changed. Further, transmitting system may suffer from lossy. These problems can be solved by graphical representation of any figure to be preserved and transmitted. The main theme of the paper is the use of graphical representation for data authentication. Also the paper presents a graphic-based cryptography for digital signature. The paper discusses the use of image processing techniques, for example, to verify actual signatures as an alternative to digital signatures.
Thus it proposes a method for enhancing the process of data authentication by applying fuzzy logic to the transmission of 'graphical signatures' to enhance the authentication process.
Number of Pages in PDF File: 5
Keywords: Pixel, Coordinates, Array, Image Processing, Pattern Recognition, Handwritten Signature, Finger Print, Voice Recognition, Eye Detection, i-v Fuzzy Sets, Pseudo Zernike Moments, Fuzzy Logic Classifier
Date posted: September 19, 2010 ; Last revised: March 11, 2015