Multivariate Image Analysis and Segmentation in Micro Analysis

Research Area: Volume 1 Issue 2, March 2012 Year: 2012
Type of Publication: Article Keywords: Microanalysis, image segmentation, multivariate image analysis, dimensionality reduction, clustering
Authors:
  • S Jumlesha
  • Sk. Khadar Babu
  • Ch Satyanarayana
  • M. N. Srinivas
Journal: IJEIR Volume: 1
Number: 2 Pages: 147-151
Month: March
ISSN: 2277-5668
Abstract:
Instruments for microanalysis are now able to provide several images of the same specimen area. In this paper, two groups of methods are described for handling these multivariate maps. One group concerns dimensionality reduction, i.e., the projection of N-dimensional data sets onto a M-dimensional parameter space (Mxels are grouped into several classes according to the different signals recorded. This can be done by classical clustering methods (K-means, fuzzy Cmeans) or by new methods which do not make hypotheses concerning the shape of clusters in the parameter space.

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