Contribution of non-negative matrix factorization to the classification of remote sensing images
Moussa Sofiane Karoui
,
Yannick Deville
,
Shahram Hosseini
,
A. Ouamri
,
Danielle Ducrot
SPIE Europe Remote Sensing Conference: Image and Signal Processing for Remote Sensing XIV , Sep 2008, Cardiff, United Kingdom. pp.71090X,
⟨10.1117/12.799749⟩
Conference papers
hal-00367650v1
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Partial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data
Moussa Sofiane Karoui
,
Fatima Zohra Benhalouche
,
Yannick Deville
,
Khelifa Djerriri
,
Xavier Briottet
,
et al.
Journal articles
hal-02296954v1
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Hyperspectral and multispectral data fusion based on linear-quadratic nonnegative matrix factorization
Fatima Zohra Benhalouche
,
Moussa Sofiane Karoui
,
Yannick Deville
,
Abdelaziz Ouamri
Journal articles
insu-03677016v1
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Detection and area estimation for photovoltaic panels in urban hyperspectral remote sensing data by an original nmf-based unmixing method
Moussa Sofiane Karoui
,
Fatima Zohra Benhalouche
,
Yannick Deville
,
Khelifa Djerriri
,
Xavier Briottet
,
et al.
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium , Jul 2018, VALENCE, Spain. pp.1640-1643,
⟨10.1109/IGARSS.2018.8518204⟩
Conference papers
hal-02339360v1
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Méthodes de séparation aveugle de sources et application à la télédétection spatiale
Moussa Sofiane Karoui
Traitement du signal et de l'image [eess.SP]. Université Paul Sabatier - Toulouse III, 2012. Français.
⟨NNT : ⟩
Theses
tel-00790655v1
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Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects
Yannick Deville
,
Salah-Eddine Brezini
,
Fatima Zohra Benhalouche
,
Moussa Sofiane Karoui
,
Mireille Guillaume
,
et al.
Journal articles
hal-04209872v1
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Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods
Yannick Deville
,
Salah-Eddine Brezini
,
Fatima Benhalouche
,
Moussa Sofiane Karoui
,
Mireille Guillaume
,
et al.
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium , Jul 2019, Yokohama, Japan. pp.282-285,
⟨10.1109/IGARSS.2019.8898430⟩
Conference papers
insu-02389212v1
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Hyperspectral imagery and urban areas: results of the HYEP project
Christiane Weber
,
Xavier Briottet
,
Thomas Houet
,
Sébastien Gadal
,
Rahim Aguejdad
,
et al.
Journal articles
hal-04018093v1
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Hyperspectral Imagery for Environmental Urban Planning
Christiane Weber
,
Rahim Aguejdad
,
Xavier Briottet
,
Josselin Aval
,
Sophie Fabre
,
et al.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2018 , IEEE, Jul 2018, Valencia, Spain. pp.1628-1631
Conference papers
hal-01852844v1
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