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» Using polarimetric imaging for material classification
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ICPR
2008
IEEE
13 years 11 months ago
Metal-dielectric object classification by polarization degree map
Material classification of object surfaces from captured image data is an essential problem in computer vision. The present paper proposes a method for stably classifying the mate...
Shoji Tominaga, Tetsuya Yamamoto
CVPR
2007
IEEE
14 years 7 months ago
Learning Object Material Categories via Pairwise Discriminant Analysis
In this paper, we investigate linear discriminant analysis (LDA) methods for multiclass classification problems in hyperspectral imaging. We note that LDA does not consider pairwi...
Zhouyu Fu, Antonio Robles-Kelly
ECCV
2004
Springer
14 years 7 months ago
Classifying Materials from Their Reflectance Properties
We explore the possibility of recognizing the surface material from a single image with unknown illumination, given the shape of the surface. Model-based PCA is used to create a lo...
Peter Nillius, Jan-Olof Eklundh
CAIP
2009
Springer
146views Image Analysis» more  CAIP 2009»
13 years 9 months ago
Rapid Classification of Surface Reflectance from Image Velocities
We propose a method for rapidly classifying surface reflectance directly from the output of spatio-temporal filters applied to an image sequence of rotating objects. Using image da...
Katja Doerschner, Daniel Kersten, Paul R. Schrater
ICCV
2005
IEEE
14 years 7 months ago
Class-Specific Material Categorisation
Although a considerable amount of work has been published on material classification, relatively little of it studies situations with considerable variation within each class. Man...
Barbara Caputo, Eric Hayman, P. Mallikarjuna