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Modeling dynamic cellular morphology in images.

MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2012, PT I(2012)

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Abstract
This paper presents a geometric method for modeling dynamic features of cells in image sequences. The morphological changes in cellular membrane boundaries are represented as sequences of parameterized contours. These sequences are analyzed as paths on a shape space equipped with an invariant metric, and matched using dynamic time warping. Experimental results show high sensitivity of the proposed dynamic features to the morphological changes observed in lymphocytes of healthy mice after undergoing skin transplantation when compared with standard representation methods and shape features.
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Key words
geometric method,proposed dynamic feature,morphological change,shape feature,healthy mouse,dynamic cellular morphology,dynamic feature,cellular membrane boundary,dynamic time warping,shape space
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