A comparative review of component tree computation algorithms

E Carlinet, T Géraud - IEEE Transactions on Image Processing, 2014 - ieeexplore.ieee.org
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 …

New frontiers in spectral-spatial hyperspectral image classification: The latest advances based on mathematical morphology, Markov random fields, segmentation …

P Ghamisi, E Maggiori, S Li, R Souza… - … and remote sensing …, 2018 - ieeexplore.ieee.org
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 …

[HTML][HTML] Partition and inclusion hierarchies of images: A comprehensive survey

P Bosilj, E Kijak, S Lefèvre - Journal of Imaging, 2018 - mdpi.com
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 …

Large-scale damage detection using satellite imagery

L Gueguen, R Hamid - Proceedings of the IEEE conference on …, 2015 - cv-foundation.org
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 …

[HTML][HTML] Higra: Hierarchical graph analysis

B Perret, G Chierchia, J Cousty, SJF Guimaraes… - SoftwareX, 2019 - Elsevier
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 …

MToS: A tree of shapes for multivariate images

E Carlinet, T Géraud - IEEE Transactions on Image Processing, 2015 - ieeexplore.ieee.org
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 …

Automatic attribute profiles

G Cavallaro, N Falco, M Dalla Mura… - … on Image Processing, 2017 - ieeexplore.ieee.org
Morphological attribute profiles are multilevel decompositions of images obtained with a
sequence of transformations performed by connected operators. They have been …

A graph-based mathematical morphology reader

L Najman, J Cousty - Pattern Recognition Letters, 2014 - Elsevier
A graph-based mathematical morphology reader - ScienceDirect Skip to main contentSkip to
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

L Gueguen, R Hamid - IEEE Transactions on Geoscience and …, 2016 - ieeexplore.ieee.org
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 …

Morphological hierarchies: a unifying framework with new trees

N Passat, J Mendes Forte, Y Kenmochi - Journal of Mathematical Imaging …, 2023 - Springer
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 …