Morphological bilateral filtering and spatially-variant adaptive structuring functions

Abstract : Development of spatially-variant filtering is well established in the theory and practice of Gaussian filtering. The aim of the paper is to study how to generalize these linear approaches in order to introduce adaptive nonlinear filters which asymptotically correspond to spatially-variant morphological dilation and erosion. In particular, starting from the bilateral filtering framework and using the notion counter-harmonic mean, our goal is to propose a new low complexity approach to define spatially-variant bilateral structuring functions. Then, the adaptive structuring elements are obtained by thresholding the bilateral structuring functions. The methodological results of the paper are illustrated with various comparative examples.
Type de document :
Communication dans un congrès
Pierre Soille, Martino Pesaresi, and Georgios K. Ouzounis. 10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. Springer, 6671, pp.212-223, 2011, Lecture Notes in Computer Science. <10.1007/978-3-642-21569-8_19>
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https://hal-mines-paristech.archives-ouvertes.fr/hal-00658950
Contributeur : Doriane Ibarra <>
Soumis le : mercredi 11 janvier 2012 - 16:05:50
Dernière modification le : mardi 12 septembre 2017 - 11:41:19

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Jesus Angulo. Morphological bilateral filtering and spatially-variant adaptive structuring functions. Pierre Soille, Martino Pesaresi, and Georgios K. Ouzounis. 10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. Springer, 6671, pp.212-223, 2011, Lecture Notes in Computer Science. <10.1007/978-3-642-21569-8_19>. <hal-00658950>

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