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Titlebook: Computer Vision - ECCV 2002; 7th European Confere Anders Heyden,Gunnar Sparr,Peter Johansen Conference proceedings 2002 Springer-Verlag Ber

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Image Processing Done Rightbsolute differential invariants of the image assume fiducial values, taking spatial scale and intensity (in a generic sense) scale into account. “Differential invariance” implies a group of “similarities” or “congruences”. These “motions” define the geometrical structure of image space. Classical Eu
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Multimodal Data Representations with Parameterized Local Structures characterize the nonlinear structure of the manifold and to learn its multimodal distribution. Our approach represents the data as a linear combination of parameterized local components, where the statistics of the component parameterization describe the nonlinear structure of the manifold. The com
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The Relevance of Non-generic Events in Scale Space Modelsinfluence of blurring. We show how the mathematical framework of catastrophe theory can be used to describe the behaviour of critical point trajectories when various different types of generic events, .. annihilations and creations of pairs of spatial critical points, (almost) coincide. Although suc
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The Localized Consistency Principle for Image Matching under Non-uniform Illumination Variation and establishing an imaging function that describes the functional relationship relating intensity values between two images. Similar methodology has been proposed by Viola [.] and Lai & Fang [.]. Viola proposed to do image matching through establishment of an imaging function based on a consistency pri
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Resolution Selection Using Generalized Entropies of Multiresolution Histogramsly on spatial derivatives of image intensities. Differential measurements, however, are sensitive to noise and are local. They cannot characterize patterns, such as textures, which are defined over extensive image regions. In this work, we present a novel tool for resolution selection that considers
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Constrained Flows of Matrix-Valued Functions: Application to Diffusion Tensor Regularizationlarge global features, such as object contours. In this context, we propose a geometric framework to design PDE flows acting on constrained datasets. We focus our interest on flows of matrix-valued functions undergoing orthogonal and spectral constraints. The corresponding evolution PDE’s are found
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