About: Gender Recognition Using PCA and DCT of Face Images

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this paper we propose a gender recognition algorithm of face images. We have used PCA and DCT for dimensionality reduction. The algorithm is based on a genetic algorithm to improve the selection of training set of images for the PCA algorithm. Genetic algorithm helps to select the images, which best represent each gender, from the image database. We have evaluated a nearest neighbor classifier as well as a neural network. Experimental results show a correct identification rate of 85,9%. In this paper we propose a gender recognition algorithm of face images. We have used PCA and DCT for dimensionality reduction. The algorithm is based on a genetic algorithm to improve the selection of training set of images for the PCA algorithm. Genetic algorithm helps to select the images, which best represent each gender, from the image database. We have evaluated a nearest neighbor classifier as well as a neural network. Experimental results show a correct identification rate of 85,9%. (en)
Title	Gender Recognition Using PCA and DCT of Face Images Gender Recognition Using PCA and DCT of Face Images (en)
skos:prefLabel	Gender Recognition Using PCA and DCT of Face Images Gender Recognition Using PCA and DCT of Face Images (en)
skos:notation	RIV/00216305:26220/11:PU92145!RIV12-MV0-26220___
http://linked.open...avai/predkladatel	Fakulta elektrotechniky a komunikačních technologií
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(ED2.1.00/03.0072), P(ME10123), P(VG20102014033), Z(MSM0021630513)
http://linked.open...iv/cisloPeriodika	6
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Šmirg, Ondřej Mikulka, Jan Mekyska, Jiří
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta elektrotechniky a komunikačních technologií
http://linked.open...dnocenehoVysledku	200867
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/11:PU92145
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	PCA, DCT, gender recognition, face, Genetic algorithm (en)
http://linked.open.../riv/klicoveSlovo	DCT face gender recognition PCA Genetic algorithm
http://linked.open...odStatuVydavatele	DE - Spolková republika Německo
http://linked.open...ontrolniKodProRIV	[9567CD100D78]
http://linked.open...i/riv/nazevZdroje	Lecture Notes in Computer Science (IF 0,513)
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre of sensor, information and communication systems The Research of Algorithms for Processing of Digital Images and Image Sequences Improvement of risk area security using combined methods for biometrical identification of subjects
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	6692
http://linked.open...iv/tvurceVysledku	Mikulka, Jan Šmirg, Ondřej Faúndez Zanuy, Marcos Mekyska, Jiří Grassi, Marco
http://linked.open...n/vavai/riv/zamer	Advanced Electronic Communication Systems and Technologies (ELCOM)
issn	0302-9743
number of pages	7 (xsd:int)
http://localhost/t...ganizacniJednotka	26220
is http://linked.open...avai/riv/vysledek of	Gender Recognition Using PCA and DCT of Face Images Gender Recognition Using PCA and DCT of Face Images

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