Publication Details

Efficient schemes for computing alpha-tree representations

HAVEL Jiří, MERCIOL Francois and LEFEVRE Sebastien. Efficient schemes for computing alpha-tree representations. In: Mathematical Morphology and Its Applications to Signal and Image Processing. Lecture Notes in Computer Science Volume 7883, vol. 2013. Berlin: Springer Verlag, 2013, pp. 111-122. ISBN 978-3-642-38293-2. ISSN 0302-9743.
Type
conference paper
Language
english
Authors
Havel Jiří, Ing., Ph.D. (DCGM FIT BUT)
Merciol Francois (University of South Brittany)
Lefevre Sebastien (University of South Brittany)
Keywords

Efficient schemes; Hierarchical image representations; Hierarchies; Image partition; Morphological image processing; Near-real time; Tree representation; Video segmentation

Abstract

Hierarchical image representations have been addressed by various models by the past, the max-tree being probably its best representative within the scope of Mathematical Morphology. However, the max-tree model requires to impose an ordering relation between pixels, from the lowest values (root) to the highest (leaves). Recently, the alpha-tree model has been introduced to avoid such an ordering. Indeed, it relies on image quasi-flat zones, and as such focuses on local dissimilarities. It has led to successful attempts in remote sensing and video segmentation. In this paper, we deal with the problem of alpha-tree computation, and propose several efficient schemes which help to ensure real-time (or near-real time) morphological image processing

Published
2013
Pages
111-122
Journal
Lecture Notes in Computer Science, vol. 2013, no. 7883, ISSN 0302-9743
Proceedings
Mathematical Morphology and Its Applications to Signal and Image Processing
Series
Lecture Notes in Computer Science Volume 7883
Conference
11th International Symposium on Mathematical Morphology, Uppsala, SE
ISBN
978-3-642-38293-2
Publisher
Springer Verlag
Place
Berlin, DE
DOI
EID Scopus
BibTeX
@INPROCEEDINGS{FITPUB10594,
   author = "Ji\v{r}\'{i} Havel and Francois Merciol and Sebastien Lefevre",
   title = "Efficient schemes for computing alpha-tree representations",
   pages = "111--122",
   booktitle = "Mathematical Morphology and Its Applications to Signal and Image Processing",
   series = "Lecture Notes in Computer Science Volume 7883",
   journal = "Lecture Notes in Computer Science",
   volume = 2013,
   number = 7883,
   year = 2013,
   location = "Berlin, DE",
   publisher = "Springer Verlag",
   ISBN = "978-3-642-38293-2",
   ISSN = "0302-9743",
   doi = "10.1007/978-3-642-38294-9\_10",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10594"
}
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