Face recognition on the basis of moment invariants, principal component analysis and correlation

Perju Veacheslav; Casasent David P.; Mardare Igor

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PERJU, Veacheslav, CASASENT, David P., MARDARE, Igor. Face recognition on the basis of moment invariants, principal component analysis and correlation. In: Proceedings of SPIE - The International Society for Optical Engineering, Ed. 19, 17-18 martie 2008, Orlando, Florida. Bellingham, Washington: SPIE, 2008, Ediţia 19, Vol.6977, pp. 1-12. ISBN 9780819471680. ISSN 0277-786X. DOI: https://doi.org/10.1117/12.778146

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Proceedings of SPIE - The International Society for Optical Engineering
Ediţia 19, Vol.6977, 2008

Conferința "Optical Pattern Recognition"
19, Orlando, Florida, Statele Unite ale Americii, 17-18 martie 2008

Face recognition on the basis of moment invariants, principal component analysis and correlation

DOI:https://doi.org/10.1117/12.778146

Pag. 1-12

Perju Veacheslav¹², Casasent David P.³, Mardare Igor¹

¹ Technical University of Moldova,
² Free International University of Moldova,
³ Carnegie Mellon University, Pittsburgh, USA

Disponibil în IBN: 2 decembrie 2023

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There are presented the results of investigation of the algorithms of invariant face recognition of masked persons. There are described 3 algorithms based on Image Moments Features, Principal Component Analyses algorithm and Correlation algorithm. It is presented the description of the elaborated software for PC based face recognition, created in Borland C++ Builder environment. There are presented the data of the face recognition in conditions of masking, change of the rotation, scale of the images.

Cuvinte-cheie
correlation, face, image, invariant, mask, Moment invariants, PCA, Recognition, system

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