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Spatial temporal stochastic models for the analysis of dynamics processes from image sequences

Description

We model dynamic processes using spatial point processes and random closed sets. Descriptors for univariate and bivariate processes with an explicit statistical analysis of the time and tests for hypothesis testing are proposed. Software for simulation and analysis is developed. More info and applications to cell biology in https://www.uv.es/tracs.

Keywords

image sequences analysis, germ-grain models, spatial point processes, temporal random sets, cell biology, membrane traffic, live cell imaging, fluorescence microscopy

Manager UV
  • Diaz Fernandez, Maria Elena
  • PDI-Titular d'Universitat
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