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Information Fusion towards a Robust Face Recognition System

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

As a hot research topic since the eighties, face recognition still seems to be a di?cult and largely problem. Distortions caused by variations in illumination, expression and pose are the main challenges to be dealt with by researchers in this ?eld. E?cient recognition algorithms, robust against such distortions, are the main motivations of this research. Based on a detailed review on the background and wide applications of Gabor wavelet and new transforms (Contourlet, Curvelet and Steerable Pyramid) have emerged despite their improved directional elements and other promising abilities compared to traditional wavelet transform. In this book we have introduced Steerable pyramid as a new feature extraction tool for face representation respectively recognition. We also proposed face recognition based on multiple features fusion that combine two di?erent representations of the face image. We examine the impact of information fusion both at the feature level and at the score level. Finally an automatic user identi?cation system, is presented.

Product Specifications
SKU :COC59487
AuthorMohamed El aroussi
LanguageEnglish
BindingPaperback
Number of Pages152
Publishing Year27.02.2014
ISBN9783847324768
Edition1 st
Book TypeComputer networking & communications
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-08-05 00:00:00
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