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Spatially-variant area openings for reference-driven adaptive contour preserving filtering

  • Mines ParisTech

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Résumé

Classical adaptive mathematical morphology is based on operators which locally adapt the structuring elements to the image properties. Connected morphological operators act on the level of the flat zones of an image, such that only flat zones are filtered out, and hence the object edges are preserved. Area opening (resp. area closing) is one of the most useful connected operators, which filters out the bright (resp. dark) regions. It intrinsically involves the adaptation of the shape of the structuring element parameterized by its area. In this paper, we introduce the notion of reference-driven adaptive area opening according to two spatially-variant paradigms. First, the parameter of area is locally adapted by the reference image. This approach is applied to processing intensity depth images where the depth image is used to adapt the scale-size processing. Second, a self-dual area opening, where the reference image determines if the area filter is an opening or a closing with respect to the relationship between the image and the reference. Its natural application domain are the video sequences.

langue originaleAnglais
titre2014 22nd International Conference on Pattern Recognition
EditeurInstitute of Electrical and Electronics Engineers Inc.
Pages1043-1048
Nombre de pages6
ISBN (Electronique)9781479952083
Les DOIs
étatPublié - 4 déc. 2014
Modification externeOui
Evénement22nd International Conference on Pattern Recognition, ICPR 2014 - Stockholm, Sucde
Durée: 24 août 201428 août 2014

Série de publications

NomProceedings - International Conference on Pattern Recognition
ISSN (imprimé)1051-4651

Une conférence

Une conférence22nd International Conference on Pattern Recognition, ICPR 2014
Pays/TerritoireSucde
La villeStockholm
période24/08/1428/08/14

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