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Extended visual appearance texture features
Author(s) -
Simon-Frédéric Desage,
Gilles Pitard,
Maurice Pillet,
Hugues Favrelière,
JeanLuc Maire,
Fabrice Frelin,
Serge Samper,
Gaëtan Le Goïc
Publication year - 2015
Publication title -
proceedings of spie, the international society for optical engineering/proceedings of spie
Language(s) - English
Resource type - Conference proceedings
SCImago Journal Rank - 0.192
H-Index - 176
eISSN - 1996-756X
pISSN - 0277-786X
DOI - 10.1117/12.2081622
Subject(s) - artificial intelligence , gloss (optics) , computer vision , computer science , rendering (computer graphics) , pixel , image texture , human visual system model , texture (cosmology) , visualization , pattern recognition (psychology) , computer graphics (images) , image processing , image (mathematics) , chemistry , organic chemistry , coating
International audienceThe research purpose is to improve surface characterization based on what is perceived by human eye and on the 2006 CIE report. This report denes four headings under which possible measures might be made: color, gloss, translucency and texture. It is therefore important to dene parameters able to discriminate surfaces, in accordance with the perception of human eye. Our starting point in assessing a surface is the measurement of its reectance (acquisition of ABRDF for visual rendering), i.e. evaluate a set of images from dierent angles of lighting rather than a single image. The research question is how calculate, from this enhanced information, some discriminating parameters. We propose to use an image processing approach of texture that reects spatial variations of pixel for translating changes in color, material and relief. From a set of images from dierent angles of light, we compute associated Haralick features for constructing new (extended) features, called Bidimensional Haralick Functions (BHF), and exploit them for discriminating surfaces.We propose another framework in three parts such as color, material and relief

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