Region Centric Minutiae Propagation Measure Orient Forgery Detection with Finger Print Analysis in Health Care Systems

نویسندگان

چکیده

The problem of forgery detection has been well studied and the forged finger prints produces highly impacting results in biometric based security systems. There are many algorithms discussed earlier to detect prints. However, they suffer achieve higher performance terms security. In this paper, a region centric minutiae propagation measure (RCMPM) approach. First, print image is read removes noisy points by applying multi level Gabor filters. filter applied multiple which helps remove noise from image. enhanced converted into number integral images generated splitting tiny according size window. From produced, island, dot, enclosure, bifurcation features extracted. Extracted framed as feature vector used estimate RCMPM measure. Based on measure, presence identified same identify modified. accuracy improved reduces false classification ratio.

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ژورنال

عنوان ژورنال: Neural Processing Letters

سال: 2021

ISSN: ['1573-773X', '1370-4621']

DOI: https://doi.org/10.1007/s11063-020-10407-4