A Probabilistic Framework for Simultaneous Segmentation and Classification of Multiple Cells in Multi-Marker Microscopy Images

Shenoy, Renuka ;   Shih, Min-Chi ;   Rose, Kenneth

Tags Image segmentationClassificationCells & molecules

Segmentation and classification of cells in biological data are important problems in bio-medical image analysis. This paper outlines a novel...

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Automated Cell Segmentation with 3D Fluorescence Microscopy Images

Kong, Jun ;   Wang, Fusheng ;   Teodoro, George ;   Liang, Yanhui ;   Zhu, Yangyang ;   Tucker-Burden, Carol ;   Brat, Daniel

Tags Image segmentationCells & moleculesMicroscopy - Fluorescence

A large number of cell-oriented cancer investigations require an effective and reliable cell segmentation method on three dimensional (3D)...

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Cell Segmentation and Tracking in Phase Contrast Images using Graph Cut with Asymmetric Boundary Costs

Bensch, Robert ;   Ronneberger, Olaf

Tags Image segmentationCells & moleculesMicroscopy - Light

We propose a new robust, effective, and surprisingly simple approach for the segmentation of cells in phase contrast microscopy images. The...

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Cells Detection using Segmentation Competition

Poulain, Emmanuelle ;   Prigent, Sylvain ;   Soubies, Emmanuel ;   Descombes, Xavier

Tags Image segmentationCells & molecules

In this paper we address the problem of cells detection from microscopy images. We construct a dictionary of candidate shapes obtained from...

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Similarity-Based Shape Priors for 2D Spline Snakes

Schmitter, Daniel ;   Unser, Michael

Tags Image segmentationCells & moleculesMicroscopy - Fluorescence

We present a new formulation of a shape space containing all continuously defined 2D spline curves up to a similarity transform of a...

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