Rotation invariant texture classification using Bamberger pyramids

I
ICME
2005
2005 IEEE International Conference on Multimedia and Expo
Abstract - Rotation invariant texture classification using Bamberger pyramids

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	Similar Articles Articles by J.G. Rosiles Articles by M.J.T. Smith Articles by R.M. Mersereau

2005 IEEE International Conference on Multimedia and Expo

Amsterdam, Netherlands

July 06-July 06

ISBN: 0-7803-9331-7

	ASCII Text	x
	J.G. Rosiles, M.J.T. Smith, R.M. Mersereau, "Rotation invariant texture classification using Bamberger pyramids," Multimedia and Expo, IEEE International Conference on, pp. 4 pp., 2005 IEEE International Conference on Multimedia and Expo, 2005.

	BibTex	x
	@article{ 10.1109/ICME.2005.1521595, author = {J.G. Rosiles and M.J.T. Smith and R.M. Mersereau}, title = {Rotation invariant texture classification using Bamberger pyramids}, journal ={Multimedia and Expo, IEEE International Conference on}, volume = {0}, year = {2005}, isbn = {0-7803-9331-7}, pages = {4 pp.}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICME.2005.1521595}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Multimedia and Expo, IEEE International Conference on TI - Rotation invariant texture classification using Bamberger pyramids SN - 0-7803-9331-7 SP EP A1 - J.G. Rosiles, A1 - M.J.T. Smith, A1 - R.M. Mersereau, PY - 2005 KW - Gabor-based method KW - filter bank KW - rotation invariant texture classification KW - directional decomposition KW - polar-separable Bamberger pyramid VL - 0 JA - Multimedia and Expo, IEEE International Conference on ER -

J.G. Rosiles, Elec.&Comp. Eng. Dept., Texas Univ., El Paso, TX, USA

M.J.T. Smith

R.M. Mersereau

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICME.2005.1521595

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.

Index Terms:

Gabor-based method, filter bank, rotation invariant texture classification, directional decomposition, polar-separable Bamberger pyramid

Citation:

J.G. Rosiles, M.J.T. Smith, R.M. Mersereau, "Rotation invariant texture classification using Bamberger pyramids," icme, pp.4 pp., 2005 IEEE International Conference on Multimedia and Expo, 2005

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