Title :
Classifying textures when seen from different distances
Author :
Lladó, X. ; Petrou, M.
Author_Institution :
Centre for Vision, Speech, & Signal Process., Surrey Univ., Guildford, UK
Abstract :
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 distances. Using 4-source Colour Photometric Stereo, which provides the surface shape and colour information, a method for predicting how surface texture looks like when changing the distance of the camera is presented. We demonstrate this technique by classifying textured surfaces seen from different distances than the textured surfaces in the database.
Keywords :
image classification; image colour analysis; image resolution; image texture; photometry; stereo image processing; surface texture; 4-source colour photometric stereo; Lambertian surfaces; different distances; image resolution modification; image texture recognition; surface colour information; surface shape information; surface texture classification; textured surfaces; Cameras; Image databases; Image resolution; Image texture; Lighting; Reflectivity; Rough surfaces; Surface roughness; Surface texture; Tiles;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048452