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A linear chain markov model for detection and localization of cells in early stage embryo development

Khan, Aisha; Gould, Stephen; Salzmann, Mathieu


We address the problem of detecting and localizing cells in time lapse microscopy images during early stage embryo development. Our approach is based on a linear chain Markov model that estimates the number and location of cells at each time step. The state space for each time step is derived from a randomized ellipse fitting algorithm that attempts to find individual cell candidates within the embryo. These cell candidates are combined into embryo hypotheses, and our algorithm finds the most...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Conference paper
Source: Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015
DOI: 10.1109/WACV.2015.76


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