Abstract
Motivated by the unsuitability of the image extrema paradigm for processing multiphase or multichannel images, we propose a solution in the context of image simplification based on a combination of the flat zone and seeded region growing paradigms. Concepts and results are illustrated on satellite images.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
R. Adams and L. Bischof. Seeded region growing. IEEE Transactions on Pattern Analysis and Machine Intelligence, 16(6):641–647, 1994.
E. Breen and D. Monro. An evaluation of priority queues for mathematical morphology. In J. Serra and P. Soille, editors, Mathematical Morphology and its Applications to Image Processing, pages 249–256. Kluwer Academic Publishers, 1994.
J. Crespo, R. Schafer, J. Serra, C. Gratin, and F. Meyer. The flat zone approach: a general low-level region merging segmentation method. Signal Processing, 62(1):37–60, 1997.
A. Mehnert and P. Jackway. An improved seeded region growing. Pattern Recognition Letters, 18:1065–1071, 1997.
F. Meyer and P. Maragos. Nonlinear scale-space representation with morphological levelings. J. of Visual Communication and Image Representation, 11(3):245–265, 2000.
P. Salembier, L. Garrido, and D. Garcia. Auto-dual connected operators based on iterative merging algorithms. In H. Heijmans and J. Roerdink, editors, Mathematical Morphology and its Applications to Image and Signal Processing, volume 12 of Computational Imaging and Vision, pages 183–190, Dordrecht, 1998. Kluwer Academic Publishers.
P. Salembier and J. Serra. Flat zones filtering, connected operators, and filters by reconstruction. IEEE Transactions on Image Processing, 4(8):1153–1160, August 1995.
P. Soille. On the morphological processing of objects with varying local contrast Lecture Notes in Computer Science, 2886
P. Soille. Morphological Image Analysis: Principles and Applications. Springer-Verlag, Berlin Heidelberg New York, 2nd edition, 2003 [Reprinted with corrections in 2004]. See also http://ams.jrc.it/soille/book2ndprint
F. Zanoguera and F. Meyer. On the implementation of non-separable vector levelings. In H. Talbot and R. Beare, editors, Proceedings of VIth International Symposium on Mathematical Morphology, pages 369–377, Sydney, Australia, 2002. Commonwealth Scientific and Industrial Research Organisation.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer
About this paper
Cite this paper
Brunner, D., Soille, P. (2005). Iterative Area Seeded Region Growing for Multichannel Image Simplification. In: Ronse, C., Najman, L., Decencière, E. (eds) Mathematical Morphology: 40 Years On. Computational Imaging and Vision, vol 30. Springer, Dordrecht. https://doi.org/10.1007/1-4020-3443-1_36
Download citation
DOI: https://doi.org/10.1007/1-4020-3443-1_36
Publisher Name: Springer, Dordrecht
Print ISBN: 978-1-4020-3442-8
Online ISBN: 978-1-4020-3443-5
eBook Packages: Computer ScienceComputer Science (R0)