Human Face Recognition with Support Vector Machines

Name: Human Face Recognition with Support Vector Machines
Brand: VDM Verlag
SKU: 9783639366990
Price: 19011 HUF
Availability: InStock

Algorithms and Applications

Szerző: Latha Parthiban

Nyelv:

Kötés: Puha kötésű

Kiadó: VDM Verlag

Elérhetőség: Beszállítói készleten

Küldés 9-15 napon belül

19 011 Ft

The computer vision problem of face recognition has over the years become a common high-requirement...

Információk a könyvről

Szerző

Latha Parthiban

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2011

oldal

EAN

9783639366990

ISBN

3639366999

Enbook ID

06843506

Kiadó

VDM Verlag

Súly

104

Méretek

152 x 229 x 4

Teljes leírás

The computer vision problem of face recognition has over the years become a common high-requirement benchmark for machine learning methods. In the last decade, highly efficient face recognition systems have been developed that extensively use the nature of the image domain to achieve accurate real-time performance. The effectiveness of such systems are possible only with the progress of machine learning algorithms. Support vector machine learning is a relatively recent method that offers a good generalization performance in classification problems like face recognition. An algorithm based on Gabor texture information with SVM classifier is demonstrated in this book.The estimated model parameters serve as texture representation and experiments were performed on Yale,ORL and FERET databases to validate the feasibility of the method. The results showed that both Gabor magnitude and Gabor phase based texture representation technique with SVM classifier significantly outperformed the widely used Gabor energy based systems and other existing subspace methods. In addition, the feature level fusion of these two kinds of texture representations performs better than when used individually.

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Human Face Recognition with Support Vector Machines

Algorithms and Applications

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták