Publications HAL du labo/EPI AYANA

2021

Journal articles

ref_biblio
Martina Pastorino, Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, et al.. Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles. Remote Sensing, MDPI, 2021, 13 (5), pp.25. ⟨10.3390/rs13050849⟩. ⟨hal-03155379v2⟩
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-03155379/file/remotesensing-V2-JZ%20and%20UGenoa-12.03.2021.pdf BibTex

Conference papers

ref_biblio
Martina Pastorino, Gabriele Moser, Sebastiano Serpico, Josiane Zerubia. Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification. EUSIPCO 2021 - The 29th IEEE European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland. ⟨hal-03252999⟩
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-03252999/file/Pastorino-EUSIPCO-2021.pdf BibTex
ref_biblio
Martina Pastorino, Gabriele Moser, Sebastiano Serpico, Josiane Zerubia. Semantic segmentation of remote sensing images combining hierarchical probabilistic graphical models and deep convolutional neural networks. IGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels / Virtual, Belgium. ⟨hal-03253006⟩
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-03253006/file/Pastorino-IGARSS-2021.pdf BibTex

2020

Conference papers

ref_biblio
Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano Serpico, et al.. A causal hierarchical Markov framework for the classification of multiresolution and multisensor remote sensing images. ISPRS 2020 - XXIV International Society of Photogrammetry and Remote Sensing Congress, Aug 2020, Nice / Virtual, France. pp.269-277, ⟨10.5194/isprs-annals-V-3-2020-269-2020⟩. ⟨hal-02982420⟩
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02982420/file/Ale-ISPRS%2720.pdf BibTex
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Bahram Jafrasteh, Isabelle Manighetti, Josiane Zerubia. Generative adversarial networks as a novel approach for tectonic fault and fracture extraction in high resolution satellite and airborne optical images. ISPRS 2020 - XXIV International Society of Photogrammetry and Remote Sensing Congress, Aug 2020, Nice / Virtual, France. pp.1219-1227, ⟨10.5194/isprs-archives-XLIII-B3-2020-1219-2020⟩. ⟨hal-02982510⟩
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02982510/file/Bahram-ISPRS%2720.pdf BibTex
ref_biblio
Tianyu Li, Mary Comer, Josiane Zerubia. An Unsupervised Retinal Vessel Extraction and Segmentation Method Based On a Tube Marked Point Process Model. ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.1394-1398, ⟨10.1109/ICASSP40776.2020.9054023⟩. ⟨hal-02981811⟩
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02981811/file/Tianyu-ICASSP%2720.pdf BibTex

Preprints, Working Papers, ...

ref_biblio
Bahram Jafrasteh, Isabelle Manighetti, Josiane Zerubia. GAN and U-net abilities to automate tectonic fault mapping in remote sensing optical images. 2020. ⟨hal-02982583⟩
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BibTex