DocumentCode :
2239815
Title :
Rotation invariant texture classification using Bamberger pyramids
Author :
Rosiles, José Gerardo ; Smith, Mark J T ; Mersereau, Russell M.
Author_Institution :
Elec. & Comp. Eng. Dept., Texas Univ., El Paso, TX, USA
fYear :
2005
fDate :
6-8 July 2005
Abstract :
We study the application of the Bamberger directional filter bank to the problem of rotation invariant texture classification. We explore the use of purely directional decompositions and the use of polar-separable Bamberger pyramids. We obtain comparable classification performance to Gabor-based methods using a smaller feature set.
Keywords :
Gabor filters; channel bank filters; image classification; image texture; Gabor-based method; directional decomposition; filter bank; polar-separable Bamberger pyramid; rotation invariant texture classification; Content based retrieval; Encoding; Filter bank; Filtering; Finite impulse response filter; Gabor filters; Image databases; Image retrieval; Image texture analysis; Information retrieval;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2005. ICME 2005. IEEE International Conference on
Print_ISBN :
0-7803-9331-7
Type :
conf
DOI :
10.1109/ICME.2005.1521595
Filename :
1521595
Link To Document :
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