Chapter 12

DT-Binarize

A decision tree based binarization for protein crystal images

İmren Dinç1; Semih Dinç1; Madhav Sigdel1; Madhu S. Sigdel1; Ramazan S. Aygün1; Marc L. Pusey2    1 DataMedia Research Lab, Computer Science Department, University of Alabama Huntsville, Huntsville, AL, USA2 iXpressGenes Inc., Huntsville, AL, USA

Abstract

In image thresholding problems, there are some cases that single thresholding technique may not generate good binary images for all samples. Using multiple methods may help to overcome this limitation, but this idea brings another problem. It is not a trivial task to select proper thresholding method for each image in the dataset. In this study, we propose a generic framework for image thresholding that utilizes ...

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