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Connecting Markov random fields and active contour models: application to gland segmentation and classification

We introduce a Markov random field (MRF)-driven region-based active contour model (MaRACel) for histological image segmentation. This Bayesian segmentation method combines a region-based active contour (RAC) with an MRF. State-of-the-art RAC models assume that every spatial location in the image is...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Xu, Jun, Monaco, James P., Sparks, Rachel, Madabhushi, Anant
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5369422/
https://ncbi.nlm.nih.gov/pubmed/28382316
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.4.2.021107
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