Supervised localization of cell nuclei on TMA images

Abstract

We consider the problem of localizing renal cancer cell nuclei in Tissue Micro Array (TMA) images. We address this problem in three steps. An initial image processing-based procedure finds potential candidate nuclei, while the subsequent phase employs a trained classifier to prune the candidate cell nuclei found in the first.