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    Chapter and Conference Paper

    Non-Linear Diffusion as a Neuron-Like Paradigm for Low-Level Vision

    Remote sensing puts high demands on image processing. It calls for state-of-the-art algorithms, e.g. neural networks. However, neural nets usually work on preprocessed data and the preprocessing steps themselv...

    M. Proesmans, L. J. Van Gool, P. Vanroose in Neurocomputation in Remote Sensing Data An… (1997)

  2. Chapter and Conference Paper

    Determination of optical flow and its discontinuities using non-linear diffusion

    A new method for optical flow computation by means of a coupled set of non-linear diffusion equations is presented. This approach integrates the classical differential approach with the correlation type of mot...

    M. Proesmans, L. Van Gool, E. Pauwels, A. Oosterlinck in Computer Vision — ECCV '94 (1994)

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    Chapter and Conference Paper

    Geometry-Driven Diffusion: Coupled Diffusion Maps as a Model for Excitatory and Inhibitory Behaviour in Vision

    We investigate the potential of coupled non-linear diffusion processes to provide an efficient and implementable model for the processing that takes place in the first stages along the visual pathway, and stud...

    M. Proesmans, E. J. Pauwels, L. J. Van Gool, T. Moons, A. Oosterlinck in ICANN ’93 (1993)