A reliable method for cell phenotype image classification.

Abstract excerpt

OBJECTIVE: Image-based approaches have proven to be of great utility in the automated cell phenotype classification, it is very important to develop a method that efficiently quantifies, distinguishes and classifies sub-cellular images. METHODS AND MATERIALS: In this work, the invariant locally binary patterns (LBP) are applied, for the first time, to the classification of protein sub-cellular localization...

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