Conditional toggle mappings: principles and applications

Abstract : We study a class of mathematical morphology filters to operate conditionally according to a set of pixels marked by a binary mask. The main contribution of this paper is to provide a general framework for several applications including edge enhancement and image denoising, when it is affected by salt-and-pepper noise. We achieve this goal by revisiting shock filters based on erosions and dilations and extending their definition to take into account the prior definition of a mask of pixels that should not be altered. New definitions for conditional erosions and dilations leading to the concept of conditional toggle mapping. We also investigate algebraic properties as well as the convergence of the associate shock filter. Experiments show how the selection of appropriate methods to generate the masks lead to either edge enhancement or salt-and-pepper denoising. A quantitative evaluation of the results demonstrates the effectiveness of the proposed methods. Additionally, we analyse the application of conditional toggle mapping in remote sensing as pre-filtering for hierarchical segmentation.
Document type :
Journal articles
Liste complète des métadonnées

Cited literature [52 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-00797378
Contributor : Santiago Velasco-Forero <>
Submitted on : Wednesday, March 6, 2013 - 11:29:21 AM
Last modification on : Monday, November 12, 2018 - 10:59:36 AM
Document(s) archivé(s) le : Friday, June 7, 2013 - 3:58:37 AM

File

ConditionalPaperSmall.pdf
Files produced by the author(s)

Identifiers

Citation

Santiago Velasco-Forero, Jesus Angulo, Pierre Soille. Conditional toggle mappings: principles and applications. Journal of Mathematical Imaging and Vision, Springer Verlag, 2013, pp.1-12. ⟨10.1007/s10851-013-0429-4⟩. ⟨hal-00797378⟩

Share

Metrics

Record views

336

Files downloads

653