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Feature extraction in image analysis. A program for facilitating data reduction in medical image classification

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3 Author(s)
Umbaugh, S.E. ; Southern Illinois Univ., Edwardsville, IL, USA ; Wei, Y.-S. ; Zuke, M.

Images are important for many biomedical applications. Here, the authors focus on the feature-extraction part of the image analysis process. The following topics are dealt with: feature vectors and feature spaces; binary object features; histogram features; color features; spectral features; feature extraction using CVIPtools; analysis/preprocessing.

Published in:

Engineering in Medicine and Biology Magazine, IEEE  (Volume:16 ,  Issue: 4 )