Learning to detect cells using non-overlapping extremal regions

Cell detection in microscopy images is an important step in the automation of cell based-experiments. We propose a machine learning-based cell detection method applicable to different modalities. The method consists of three steps: first, a set of candidate cell-like regions is identified. Then, eac...

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Bibliographic Details
Main Authors: Arteta, C, Lempitsky, V, Noble, JA, Zisserman, A
Format: Conference item
Language:English
Published: Springer 2012