A color-based selective and interactive filter using weighted TVReport as inadecuate




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1 LIMOS - Laboratoire d-Informatique, de Modélisation et d-optimisation des Systèmes 2 XLIM-SIC - SIC Université de Poitiers, XLIM - XLIM 3 Equipe Image - Laboratoire GREYC - UMR6072 GREYC - Groupe de Recherche en Informatique, Image, Automatique et Instrumentation de Caen

Abstract : In this paper we propose to introduce a new color interactive and selective filtering tool based on the minimization of a weighted vectorial total variation term TVg with the L2 norm as data term. Our goal is to filter one region of an image while preserving the other. To this end, we introduce color moments in the TVg term. Up to now, color moments have been mainly introduced for indexation purposes. In our case, the user selects some points in the area to preserve and some other points in the area to be filtered. Reference color moments are then computed on patches around the selected points and are included in the TVg term. Two main functions g are tested within the HSL color space leading to interesting results on both synthetic and real images. Convex optimization tools are used to solve the minimization issue and we take benefit of an augmented Lagrangian formulation and Uzawa block relaxation schemes. The proposed filtering tool may be interesting as a pre-processing step for segmentation, movie post-production or object-oriented compression.

Keywords : color filtering moments color total variation convex optimization augmented Lagrangian





Author: Cédric Loosli - François Lecellier - Stéphanie Jehan-Besson - Jonas Koko -

Source: https://hal.archives-ouvertes.fr/



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