Jean-Luc Starck

  1. Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation.

    Authors: Fionn Murtagh, Pedro Contreras, Jean-Luc Starck
    Subjects: Computer Vision and Pattern Recognition
    Abstract

    By a "covering" we mean a Gaussian mixture model fit to observed data.
    Approximations of the Bayes factor can be availed of to judge model fit to the
    data within a given Gaussian mixture model. Between families of Gaussian
    mixture models, we propose the R\'enyi quadratic entropy as an excellent and
    tractable model comparison framework.

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