The Wavelet Digest Homepage
Return to the homepage
Search the complete Wavelet Digest database
Help about the Wavelet Digest mailing list
About the Wavelet Digest
The Digest The Community
 Latest Issue  Back Issues  Events  Gallery
The Wavelet Digest
   -> Volume 4, Issue 6

Preprint: Visualization of Multidimensional Shape and Texture...
images/spacer.gifimages/spacer.gif Reply into Digest
Previous :: Next  
Author Message
"Lars Lippert" (

PostPosted: Tue Dec 03, 2002 1:19 pm    
Subject: Preprint: Visualization of Multidimensional Shape and Texture...
Reply with quote

Preprint: Visualization of Multidimensional Shape and Texture...

Title: Visualization of Multidimensional Shape and Texture
Features in Laser Range Data using Complex-Valued Gabor Wavelets

Preprint & figures available by anonymous ftp from
Directory: /doc/papers/is/cg/ieee-tvcg95/

Authors: M. H. Gross, R. Koch

This paper describes a new method for visualization and analysis of
multivariate laser range data using complex-valued non-orthogonal
Gabor wavelets, principal component analysis and a topological
mapping network. The initial data set that provides both shape and
texture information is encoded in terms of both amplitude and phase
of a complex valued 2D image function. A set of carefully designed
oriented Gabor filters performs a decomposition of the data and
allows for retrieving local shape and texture features. The feature
vector obtained from this method is multidimensional and in order to
evaluate similar data features, further subspace methods to transform
the data onto visualizable attributes, such as R,G,B, have to be
determined. For this purpose, a feature-based visualization pipeline
is proposed consisting of principal component analysis, normalization
and a topological mapping network. This process finally renders a
R,G,B subspace representation of the multidimensional feature vector.
Our method is primarily applied to the visual analysis of features in
human faces - but is not restricted to that.


Lars Lippert Computer Graphics Research Group
Institute for Information Systems, Swiss Federal Institute of Technology
Tel.: +41-1-632 71 21 Email:
Fax : +41-1-632 11 72 Office: IFW E41
All times are GMT + 1 Hour
Page 1 of 1

Jump to: 

disclaimer -
Powered by phpBB

This page was created in 0.026586 seconds : 18 queries executed : GZIP compression disabled