APPLICATION OF MACHINE LEARNING METHODS IN THE PROBLEM OF SEARCHING AREA OF INTEREST FOR BIOMETRIC IDENTIFICATION BASED ON THE PATTERN OF PALM VEINS
A. I. Almuhamedov, V. S. Kolomoitcev Saint-Petersburg State University of Aerospace Instrumentation
Annotation: The article deals with the problem of finding a region of interest for biometric identification based on the pattern of palm veins. An image segmentation method based on the use of convolutional neural networks to search for an area of interest is proposed. The work of this method is compared with methods that use the features of a binarized image, in particular, with the method of searching for local minimums and searching for the minimum threshold value.
Keywords: biometrics, vein pattern, area of interest, segmentation, neural network.