Methods of local features extraction in person authentication task by face thermographic image

Methods of local features extraction in person authentication task by face thermographic image

The paper presents a methods of image local features extraction research in relation to people authentication problem by face thermogram. As a part of the study, there were formed two datasets for methods training and testing: photographic images and face images in the long-wavelength infrared spect...

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Bibliographic Details
Main Authors: Nikita I. Belov, Maxim A. Ermak, Evgeny A. Dubinich, Alexander Y. Kuznetsov
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2022-04-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
computer vision
facial recognition algorithm
locally binary patterns
gabor filters
scale-invariant features transform
local weber descriptor
edge extraction
face thermographic image authentication
Online Access:https://ntv.ifmo.ru/file/article/21130.pdf

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