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authFullName_s : Fatima Zohra Benhalouche
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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.
Remote Sensing, 2019, 11 (8), pp.2164. ⟨10.3390/rs11182164⟩
Journal articles hal-02296954v1

Hyperspectral and multispectral data fusion based on linear-quadratic nonnegative matrix factorization

Fatima Zohra Benhalouche , Moussa Sofiane Karoui , Yannick Deville , Abdelaziz Ouamri
Journal of Applied Remote Sensing, 2017, 11, 156, p. 50-56. ⟨10.1117/1.JRS.11.025008⟩
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

AN NMF-BASED UNMIXING METHOD WITH KNOWN SPECTRA OF PHOTOVOLTAIC PANELS FOR THEIR DETECTION AND AREA ESTIMATION FROM URBAN HYPERSPECTRAL REMOTE SENSING DATA

Moussa Karoui , Fatima Zohra Benhalouche , Yannick Deville , Khelifa Djerriri , Xavier Briottet , et al.
SFPT-GH 2018 conference, May 2018, Montpellier, France
Conference papers halshs-02191479v1
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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.
Remote Sensing, 2023, 15, pp.4583. ⟨10.3390/rs15184583⟩
Journal articles hal-04209872v1
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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.
Revue Française de Photogrammétrie et de Télédétection, 2022, 224 (1), pp.75-92. ⟨10.52638/rfpt.2022.589⟩
Journal articles hal-04018093v1