Face Recognition Using Colour Statistics

Name: Face Recognition Using Colour Statistics
Brand: VDM Verlag
SKU: 9783639247046
Price: 275.06 RON
Availability: InStock

Biometric Recognition

Autor: Gholamreza Anbarjafari, Hasan Demirel

Limbă:

Legare: Carte broșată

Editura: VDM Verlag

Disponibilitate: În depozitul extern

Expediem în 9-15 zile

275.06 lei

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

Informații despre carte

Autor

Gholamreza Anbarjafari, Hasan Demirel

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2010

Pagini

EAN

9783639247046

ISBN

3639247043

Enbook ID

06832279

Editura

VDM Verlag

Greutate

127

Dimensiuni

152 x 229 x 5

Descriere completă

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.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Face Recognition Using Colour Statistics

Biometric Recognition

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și