Compact Hough Transform and a Maximum Likelihood Approach to Cell Nuclei Detection

نویسندگان

  • Theodoros Mouroutis
  • Stephen J. Roberts
  • Anil A. Bharath
چکیده

This paper presents the idea of a batch form of the Hough transform, the Compact Hough Transform (CHT), which aims at detecting locations with high probability of belonging to a shape of an approximate size. The CHT is used in a problem of segmentation of cell nuclei, where the nuclear boundary is detected using a method based on maximum likelihood.

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تاریخ انتشار 2007