An Efficient Human Face Recognition Approach

Name: An Efficient Human Face Recognition Approach
Brand: LAP Lambert Academic Publishing
SKU: 9783843378307
Price: 967 CZK
Availability: InStock

Combination of Eigenface and k-Means Clustering methods

Autor: Soumen Bag

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

967 Kč

Facial expressions convey non verbal cues, which play an important role in interpersonal relations....

Informace o knize

Autor

Soumen Bag

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

EAN

9783843378307

Enbook ID

06883131

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

125

Rozměry

150 x 220 x 4

Kompletní popis

Facial expressions convey non verbal cues, which play an important role in interpersonal relations. Automatic recognition of human face based on facial expression can be important component of natural human-machine interface. It may also be used in behavioral science. Although human can recognize the face practically without any effort, but reliable face recognition by machine is a challenge. This book presents a new approach for recognizing the face of a person considering the expression of the same human face at different instant of time. This methodology is developed combining Eigenface method for feature extraction and k-Means clustering for identification of the human face. In experimental purpose, AT&T face database is used which contains a set of 40 people with 10 images with different facial expressions at the different illumination. Experimental results demonstrate the efficacy of the approach. This book is written such a manner that it will help researchers to work on the area of image processing and pattern recognition. It also helps graduate students to know the background and basic theories of different face recognition methods.

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An Efficient Human Face Recognition Approach

Combination of Eigenface and k-Means Clustering methods

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také