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Rule Induction Technique for Fingerprint Identification | ||
| IRAQI JOURNAL OF COMPUTERS, COMMUNICATIONS, CONTROL AND SYSTEMS ENGINEERING | ||
| Article 1, Volume 13, Issue 3, 2013, Pages 65-72 | ||
| Authors | ||
| Awad Kadhim Hammoud; Hattam Nahi Muhaisen | ||
| Abstract | ||
| Abstract – Pattern recognition problems computer based are very important and essential in our real life. There are many approaches have been used in pattern recognition problem such as: Fourier Descriptor, Moment Invariant. But the main defect of these methods is the long time processing and large computer space. This paper, presents a new approach Artificial Intelligence, of Rule Induction technique. By this approach, the essential and specific features of object have been extracted from contour of object to be recognized. The characteristic of these features are easy computed and requires fewer amounts of time and space, then high speed in recognition and decision. Such features are (number of curves inside the fingerprint, number of check point for each curve). It gives good and accurate results. We test the performance of this system using many contours of fingerprint, and get good and accurate results. | ||
| Keywords | ||
| Fingerprint; Pattern Recognition; Image Processing; artificial intelligence; Rule Induction; Spline | ||
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