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» Classifying Textures when Seen from Different Distances
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ICPR
2002
IEEE
14 years 5 months ago
Classifying Textures when Seen from Different Distances
The purpose of this work is to analyse what happens to the surface information when the image resolution is modified. We deduce how the same surface appears if seen from different...
Maria Petrou, Xavier Lladó
ICIP
2003
IEEE
14 years 6 months ago
Classification of textures seen from different distances and under varying illumination direction
Changes in the angle of illumination incident upon a 3D surface texture can significantly alter its appearance, implying variations in the image texture. These texture variations ...
Xavier Lladó, Joan Martí, Maria Petr...
ICCV
2001
IEEE
14 years 6 months ago
The Earth Mover's Distance is the Mallows Distance: Some Insights from Statistics
The Earth Mover's distance was first introduced as a purely empirical way to measure texture and color similarities. We show that it has a rigorous probabilistic interpretati...
Elizaveta Levina, Peter J. Bickel
ECML
1993
Springer
13 years 8 months ago
Exploiting Context When Learning to Classify
This paper addresses the problem of classifying observations when features are context-sensitive, specifically when the testing set involves a context that is different from the t...
Peter D. Turney
ICCV
1998
IEEE
13 years 8 months ago
Condensing Image Databases when Retrieval is Based on Non-Metric Distances
One of the key problems in appearance-based vision is understanding how to use a set of labeled images to classify new images. Classification systems that can model human performa...
David W. Jacobs, Daphna Weinshall, Yoram Gdalyahu