Fatima Zohra Benhalouche

34 papers C 19Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Coupling urbanization analyses and seasonal variations for studying urban thermal environment based on Landsat data, case of Oran in Algeria.
JURSE
Farah Benharrats, Habib Mahi, Naima Benshila, Fatima Zohra Benhalouche
2025 — conf
Spatio-temporal analysis of the relationship between vegetation and air CO concentration in Algeria.
JURSE
Hanifi Meroufel, Fatima Zohra Benhalouche, Farah Benharrats
2024 C conf
A New ADMM-Based Hyperspectral Unmixing Algorithm Associated with a Linear Mixing Model Addressing Spectral Variability with a Multiplicative Structure.
IGARSS
Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville
2024 — conf
Hyperspectral Bilinear Endmember Spectra Extraction Using a New Shifting Multiplicative NMF Method.
WHISPERS
Alejandra Inga Quezada, Leonardo Tomazeli Duarte, Yannick Deville, Fatima Zohra Benhalouche, Moussa Sofiane Karoui
2024 C conf
Informed NMF-Based Unmixing Method Addressing Spectral Variability for Marine Mucilage Mapping using Hyperspectral Prisma Data.
IGARSS
Moussa Sofiane Karoui, Alp Ertürk, Fatima Zohra Benhalouche, Yannick Deville, Çagatay Esi
2024 C conf
Nonlinear Unmixing Based Marine Mucilage Monitoring.
IGARSS
Çagatay Esi, Alp Ertürk, Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville
2023 C conf
A Nonlinear Spectral Unmixing Based Approach for Measuring Gas Flaring from VIIRS NTL Data: Case of the Flare Fit-M8-101A-1U, Algeria.
IGARSS
Fatima Zohra Benhalouche, Farah Benharrats, Moussa Sofiane Karoui
2023 C conf
A Novel Linear Mixing Model Addressing Spectral-Spatial Intra-Class Variability with an Associated Penalized NMF-Based Hyperspectral Unmixing Algorithm.
IGARSS
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville
2023 J jnl
Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects.
Remote. Sens.
Yannick Deville, Salah Eddine Brezini, Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Mireille Guillaume, Xavier Lenot, Bruno Lafrance, Malik Chami, Sylvain Jay, Audrey Minghelli, Xavier Briottet, Véronique Serfaty
2023 C conf
New Informed Linear Mixing Model And NMF-Based Unmixing Method Addressing Spectral Variability With An Application To Mineral Detection And Mapping Using Prisma Hyperspectral Remote Sensing Data.
IGARSS
Fatima Zohra Benhalouche, Oussama Benabbou, Oualid Yahia, Moussa Sofiane Karoui, Yannick Deville, Lahsen Wahib Kebir, Ahmed Bennia
2023 J jnl
Partial NMF-based hyperspectral unmixing methods for linear mixing models addressing intra-class variability.
Digit. Signal Process.
Meziane Iftene, Fatima Zohra Benhalouche, Yasmine Kheira Benkouider, Moussa Sofiane Karoui
2022 C conf
A Gradient-Based Method for the Modified Augmented Linear Mixing Model Addressing Spectral Variability for Hyperspectral Unmixing.
IGARSS
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville
2022 J jnl
Hypersharpening by an NMF-Unmixing-Based Method Addressing Spectral Variability.
IEEE Geosci. Remote. Sens. Lett.
Salah Eddine Brezini, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville, Abdelaziz Ouamri
2022 C conf
Improving Classical Approach for Flare Parameters Estimation from VIIRS NtL Remote Sensing Data by Linear and Nonlinear Spectral Unmixing Methods.
IGARSS
Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Farah Benharrats, Mohammed Amine Bouhlala
2022 C conf
Minerals Detection and Mapping in the Southwestern Algeria Gara-Djebilet Region with a Multistage Informed NMF-Based Unmixing Approach Using Prisma Remote Sensing Hyperspectral Data.
IGARSS
Fatima Zohra Benhalouche, Oussama Benabbou, Moussa Sofiane Karoui, Lahsen Wahib Kebir, Ahmed Bennia, Yannick Deville
2022 J jnl
Spectral Unmixing Based Approach for Measuring Gas Flaring from VIIRS NTL Remote Sensing Data: Case of the Flare FIT-M8-101A-1U, Algeria.
Remote. Sens.
Fatima Zohra Benhalouche, Farah Benharrats, Mohammed Amine Bouhlala, Moussa Sofiane Karoui
2021 C conf
A Penalization-Based NMF Approach for Hyperspectral Unmixing Addressing Spectral Variability with an Additively-Tuned Mixing Model.
IGARSS
Salah Eddine Brezini, Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Abdelaziz Ouamri
2021 C conf
An Informed NMF-Based Unmixing Approach for Mineral Detection and Mapping in the Algerian Central Hoggar Using PRISMA Remote Sensing Hyperspectral Data.
IGARSS
Fatima Zohra Benhalouche, Oussama Benabbou, Lahsen Wahib Kebir, Ahmed Bennia, Moussa Sofiane Karoui, Yannick Deville
2021 C conf
Gradient-Based NMF Methods for Hyperspectral Unmixing Addressing Spectral Variability with a Multiplicative-Tuning Linear Mixing Model.
IGARSS
Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville
2021 C conf
Hypersharpening by a Multiplicative Joint-Criterion NMF Method Addressing Spectral Variability.
IGARSS
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Salah Eddine Brezini, Yannick Deville, Yasmine Kheira Benkouider
2021 J jnl
Hyperspectral Unmixing Based on Constrained Bilinear or Linear-Quadratic Matrix Factorization.
Remote. Sens.
Fatima Zohra Benhalouche, Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri
2019 — conf
An NMF-Based Approach for Hyperspectral Unmixing Using a New Multiplicative-tuning Linear Mixing Model to Address Spectral Variability.
EUSIPCO
Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville
2019 C conf
Gradient-Based Joint-Variables Nonnegative Matrix Factorization for Multi-Sharpening Hyperspectral Remote Sensing Data.
IGARSS
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Issam Boukerch
2019 C conf
Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods.
IGARSS
Yannick Deville, Audrey Minghelli, Xavier Briottet, Véronique Serfaty, Salah Eddine Brezini, Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Mireille Guillaume, Xavier Lenot, Bruno Lafrance, Malik Chami, Sylvain Jay
2019 J jnl
Partial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data.
Remote. Sens.
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville, Khelifa Djerriri, Xavier Briottet, Thomas Houet, Arnaud Le Bris, Christiane Weber
2018 — conf
Bilinear Matrix Factorization using a Gradient Method for Unmixing Hyperspectral Images Combinedc with Multispectral Data.
WHISPERS
Yasmine Kheira Benkouider, Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville, Shahram Hosseini
2018 C conf
Detection And Area Estimation For Photovoltaic Panels In Urban Hyperspectral Remote Sensing Data By An Original Nmf-Based Unmixing Method.
IGARSS
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville, Khelifa Djerriri, Xavier Briottet, Arnaud Le Bris
2018 C conf
Hyperspectral Imagery for Environmental Urban Planning.
IGARSS
Cody Weber, Rahim Aguejdad, Xavier Briottet, J. Avala, Sophie Fabre, Jean Demuynck, Emmanuel Zenou, Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Sébastien Gadal, Walid Ouerghemmi, Clément Mallet, Arnaud Le Bris, Nesrine Chehata
2018 — conf
Linear-Quadratic NMF-Based Urban Hyperspectral Data Unmixing With Some Known Endmembers.
WHISPERS
Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville
2018 — —
Méthodes de démélange et de fusion des images multispectrales et hyperspectrales de télédétection spatiale. (Unmixing and fusion methods for remote sensing multispectral and hypersectral images).
Fatima Zohra Benhalouche
2017 J jnl
Hypersharpening by Joint-Criterion Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens.
Moussa Sofiane Karoui, Yannick Deville, Fatima Zohra Benhalouche, Issam Boukerch
2016 C conf
Bilinear matrix factorization using a gradient method for hyperspectral endmember spectra extraction.
IGARSS
Fatima Zohra Benhalouche, Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri
2016 — conf
Hyperspectral endmember spectra extraction based on constrained linear-quadratic matrix factorization using a projected gradient method.
MLSP
Fatima Zohra Benhalouche, Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri
2015 C conf
Hyperspectral data multi-sharpening based on linear-quadratic nonnegative matrix factorization.
IGARSS
Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville, Abdelaziz Ouamri