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Face Recognition Using Colour Statistics

 

Marketed By :  VDM Verlag Dr. Müller   Sold By :  Kamal Books International  
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Rs. 3,651

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  • Product Description
 

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.

Product Specifications
SKU :COC48284
AuthorGHOLAMREZA ANBARJAFARI and Hasan Demirel
LanguageEnglish
BindingPaperback
Number of Pages80
Publishing Year2010-03-24T00:00:00.000
ISBN978-3639247046
Edition1 st
Book TypeProduction engineering
Country of ManufactureIndia
Product BrandVDM Verlag Dr. Müller
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-04-08 00:00:00
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