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Face Recognition Using Colour Statistics

Name: Face Recognition Using Colour Statistics
Brand: VDM Verlag
SKU: 06832279
Price: 53.39 EUR
Availability: InStock
Author: Gholamreza Anbarjafari
ISBN: 9783639247046

Biometric Recognition

Gholamreza Anbarjafari

Hasan Demirel

Lingua

Inglese

Libro In brossura

Codice Libristo: 06832279

Casa editrice VDM Verlag, marzo 2010

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

Codice Libristo: 06832279

131 b

53.39 €

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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.