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Titlebook: Computational Information Geometry; For Image and Signal Frank Nielsen,Frank Critchley,Christopher T. J. Do Book 2017 Springer Internationa

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Frank Nielsen,Frank Critchley,Christopher T. J. DoFocuses on the application and development of information geometric methods in the analysis, classification, and retrieval of images and signals.Discusses the transfer of theory and methodology to pra
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https://doi.org/10.1007/978-1-4612-4062-4s, divergences, tensorial structures, and dimensionality. For each, we start with a graphical illustrative example (Sect. .), give an overview of the relevant theory and key references (Sect. .), and finish with a number of applications of the theory (Sect. .). We treat ‘Information Geometry’ as an
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Priscilla E. Greenwood,Lawrence M. Wardsets of 3D symmetric positive definite matrices anchored at voxel positions capturing the anisotropic diffusion properties of water molecules in biological tissues. The space of symmetric matrices can be partially ordered using the Löwner ordering, and computing extremal matrices dominating a given
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Classical Neutron Transport Theorysynthetic bone to ocean wave height distributions and cosmic phenomena like inter-galactic cluster void distributions. Here we used a data set of 35 surface topographies, each of . pixels with spatial resolution between 4 and 7 .m per pixel, and fitted trivariate Gaussian distributions to represent
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