Spatial Analysis for Colon Biopsy Classification from Hyperspectral Imagery
Masood, K. and Rajpoot, N.M. (2008) Spatial Analysis for Colon Biopsy Classification from Hyperspectral Imagery. The Annals of the BMVA, 2008 (4). pp. 1-16.
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Automatic classification of histology images, the objective of our research, is aimed at supporting the pathologists in their diagnosis. In this paper, we present a comparative study between 3D spectral/spatial analysis (SSA) and 2D spatial analysis (SA) for the classification of colon biopsy samples from their hyperspectral images. Classification results suggest that textural analysis of 2D bands can achieve comparable performance to 3D spectral/spatial analysis.
|Uncontrolled Keywords:||combi colon|
|Subjects:||Q Science > QA Mathematics > QA75 Electronic computers. Computer science|
|Divisions:||Faculty of Science > Computer Science|
|Depositing User:||Jason Nurse|
|Date Deposited:||18 Dec 2010 12:28|
|Last Modified:||26 Jul 2011 11:17|
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