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Texture Recognition under Varying Imaging Geometries

Name: Texture Recognition under Varying Imaging Geometries
Brand: VDM Verlag
SKU: 9783639134230
Price: 1875 CZK
Availability: InStock

Autor: Xavier Lladó

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: U nakladatele na objednávku

Odesíláme za 17-27 dnů

1 875 Kč

A model-based texture recognition system which§classifies image textures seen from different§distanc...

Informace o knize

Autor

Xavier Lladó

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

240

EAN

9783639134230

ISBN

3639134230

Enbook ID

06822124

Vydavatel

VDM Verlag

Hmotnost

358

Rozměry

152 x 229 x 14

Kompletní popis

A model-based texture recognition system which§classifies image textures seen from different§distances and under different illumination directions§is presented in this book. The system works on the§basis of a surface model obtained by means of§4-source Colour Photometric Stereo (CPS), used to§generate 2D image textures as they would have§appeared if imaged under different imaging§geometries. The proposed recognition system combines§co-ocurrence matrices for feature extraction with a§Nearest Neighbour classifier. The use of the§co-occurrence matrices instead of filtering methods§for feature extraction allows us to utilise only§pixels for which valid information has been extracted§by CPS.§The validity of the method is demonstrated by§classifying texture images captured under different§imaging geometries than the reference images in the§database. Moreover, the process of recognition allows§one to guess the approximate direction of the§illumination used to capture the test image.

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Texture Recognition under Varying Imaging Geometries

Informace o knize

Kompletní popis

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