
Juliang Shao

Nussallee 15
53115 Bonn
E-Mail:
Information
Juliang has left the institute for the 19th of january, 95.
He is now with Dept. of Geomatics University of Melbourne Parkville, Vic. 3052 Australia Tel: +61 3 344 8113 Fax: +61 3 347 2916 email: jsha@sunrise.sli.unimelb.edu.au
Publications
1994
Wolfgang Förstner and Juliang Shao, "Gabor Wavelets for Texture Edge Extraction", In ISPRS Commission III Symposium on Spatial Information from Digital Photogrammetry and Computer Vision. Munich, Germany 1994.
Textures in images have a natural order, both in orientation and multiple narrow-band frequency, which requires to employ multichannel local spatial/frequency filtering and orientation selectivity, and to have a multiscale characteristic. Each channel covers one part of whole frequency domain, which indicates different information for the different texton. Gabor filter, as a near orthogonal wavelet used in this paper, has orientation selectivity, multiscale property, linear phase and good localization both in spatial and frequency domains, which are suitable for texture analysis. Gabor filters are employed for clustering the similarity of same type of textons. Gaussian filters are also used for detection of normal image edges. Then hybrid texture and nontexture gradient measurement is based on fusion of the difference of amplitude of the filter responses between Gabor and Gaussian filters at neighboring pixels by mainly using average squared gradient. Normalization, beased on the noise response and based on maximum response are computed.
@inproceedings{Forstner1994Gabor,
author = {F\"orstner, Wolfgang and Shao, Juliang},
title = {Gabor Wavelets for Texture Edge Extraction},
booktitle = {ISPRS Commission III Symposium on Spatial Information from Digital Photogrammetry and Computer Vision},
year = {1994}
}






