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Compact Hough transform and a maximum likelihood approach to cell nuclei detection

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4 Author(s)
Mouroutis, T. ; Center for Biol. & Med. Syst., Imperial Coll. of Sci., Technol. & Med., London, UK ; Roberts, S.J. ; Bharath, A.A. ; Alusi, G.

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 the problem of segmentation of cell nuclei, where the nuclear boundary is detected using a method based on the maximum likelihood approach

Published in:

Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on  (Volume:2 )

Date of Conference:

2-4 Jul 1997