Accurate 3D Cell Segmentation using Deep Feature and CRF Refinement

13 Feb 2019Jiaxiang JiangPo-Yu KaoSamuel A. BeltetonDaniel B. SzymanskiB. S. Manjunath

We consider the problem of accurately identifying cell boundaries and labeling individual cells in confocal microscopy images, specifically, 3D image stacks of cells with tagged cell membranes. Precise identification of cell boundaries, their shapes, and quantifying inter-cellular space leads to a better understanding of cell morphogenesis... (read more)

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