Face Recognition Using Colour Statistics

Name: Face Recognition Using Colour Statistics
Brand: VDM Verlag
SKU: 9783639247046
Price: 1149 CZK
Availability: InStock

Biometric Recognition

Autor: Gholamreza Anbarjafari, Hasan Demirel

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: Skladem u dodavatele

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In this book, a new high performance face recognition system based on matching the colour pixel stat...

Informace o knize

Autor

Gholamreza Anbarjafari, Hasan Demirel

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

EAN

9783639247046

ISBN

3639247043

Enbook ID

06832279

Vydavatel

VDM Verlag

Hmotnost

127

Rozměry

152 x 229 x 5

Kompletní popis

In this book, a new high performance face recognition system based on matching the colour pixel statistics is introduced. A pre-processing phase is introduced and applied to segment faces from the background. Furthermore, a dedicated image equalization method is introduced and implemented to minimize the illumination problems of the images for further processing. The histogram of the segmented face image as pixel statistics feature is used for face recognition by cross correlating the histogram of a given face and the histograms of faces in the database. Alternatively the probability distribution functions of the images in different colour channels, together with the Kullback-Leibler Divergence/Distance (KLD) metric is also used for the recognition of faces. Majority voting (MV) and feature vector fusion (FVF) methods is briefly introduced and applied to combine feature vectors obtained from different colour channels in HSI and YCbCr colour spaces to improve recognition performance.

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Face Recognition Using Colour Statistics

Biometric Recognition

Informace o knize

Kompletní popis

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