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FRONDA , Luca

Last name: FRONDA

First name: Luca

August 31, 2020 (v1)

Conference paper

Metadata-only

A causal hierarchical Markov framework for the classification of multiresolution and multisensor remote sensing images

Montaldo, Alessandro Fronda, Luca Hedhli, Ihsen

Commission III, WG III/6 KEY WORDS: Multiresolution and multisensor fusion, causality, hierarchical Markov random models, Markov chain, semantic image segmentation. ABSTRACT: In this paper, a multiscale Markov framework is proposed in order to address the problem of the classification of multiresolution and multisensor remotely sensed data. The...

Uploaded on: December 4, 2022
2021 (v1)

Journal article

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Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles

Pastorino, Martina Montaldo, Alessandro Fronda, Luca

In this paper, a hierarchical probabilistic graphical model is proposed to tackle joint classification of multiresolution and multisensor remote sensing images of the same scene. This problem is crucial in the study of satellite imagery and jointly involves multiresolution and multisensor image fusion. The proposed framework consists of a...

Uploaded on: December 4, 2022