OBTAINING A 3-D ORIENTATION OF PROJECTIVE TEXTURES USING A MORPHOLOGICAL METHOD

Citation
Js. Kwon et al., OBTAINING A 3-D ORIENTATION OF PROJECTIVE TEXTURES USING A MORPHOLOGICAL METHOD, Pattern recognition, 29(5), 1996, pp. 725-732
Citations number
16
Categorie Soggetti
Computer Sciences, Special Topics","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
Journal title
ISSN journal
00313203
Volume
29
Issue
5
Year of publication
1996
Pages
725 - 732
Database
ISI
SICI code
0031-3203(1996)29:5<725:OA3OOP>2.0.ZU;2-K
Abstract
On the premise that the texture image is a planar surface, we propose a new morphological approach to obtain a 3-D surface; orientation usin g the variation of texture image caused by projective distortions. Cen troids of texels can be obtained from the farthest texel to the neares t texel sequentially by recursive erosions, so a texture image is segm ented into several sub-regions. Using major axes and sizes of structur ing elements in segmented regions, we can compute a vanishing point an d obtain a 3-D surface orientation. In the experiments, we have ascert ained the proposed algorithm was more effective than the aggregation t ransform.