A comparative review of component tree computation algorithms
Connected operators are morphological tools that have the property of filtering images
without creating new contours and without moving the contours that are preserved. Those …
without creating new contours and without moving the contours that are preserved. Those …
New frontiers in spectral-spatial hyperspectral image classification: The latest advances based on mathematical morphology, Markov random fields, segmentation …
In recent years, airborne and spaceborne hyperspectral imaging systems have advanced in
terms of spectral and spatial resolution, which makes the data sets they produce a valuable …
terms of spectral and spatial resolution, which makes the data sets they produce a valuable …
Partition and inclusion hierarchies of images: A comprehensive survey
The theory of hierarchical image representations has been well-established in Mathematical
Morphology, and provides a suitable framework to handle images through objects or regions …
Morphology, and provides a suitable framework to handle images through objects or regions …
Large-scale damage detection using satellite imagery
Satellite imagery is a valuable source of information for assessing damages in distressed
areas undergoing a calamity, such as an earthquake or an armed conflict. However, the …
areas undergoing a calamity, such as an earthquake or an armed conflict. However, the …
Higra: Hierarchical graph analysis
Abstract Higra—Hierarchical Graph Analysis is a C++/Python library for efficient sparse
graph analysis with a special focus on hierarchical methods capable of handling large …
graph analysis with a special focus on hierarchical methods capable of handling large …
MToS: A tree of shapes for multivariate images
The topographic map of a gray-level image, also called tree of shapes, provides a high-level
hierarchical representation of the image contents. This representation, invariant to contrast …
hierarchical representation of the image contents. This representation, invariant to contrast …
Automatic attribute profiles
Morphological attribute profiles are multilevel decompositions of images obtained with a
sequence of transformations performed by connected operators. They have been …
sequence of transformations performed by connected operators. They have been …
A graph-based mathematical morphology reader
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article Elsevier logo Journals & Books Search RegisterSign in View PDF Download full issue …
Toward a generalizable image representation for large-scale change detection: Application to generic damage analysis
Each year, multiple catastrophic events impact vulnerable populations around the planet.
Assessing the damage caused by these events in a timely and accurate manner is crucial for …
Assessing the damage caused by these events in a timely and accurate manner is crucial for …
Morphological hierarchies: a unifying framework with new trees
Morphological hierarchies constitute a rich and powerful family of graph-based structures
that can be used for image modeling, processing and analysis. In this article, we focus on an …
that can be used for image modeling, processing and analysis. In this article, we focus on an …