Fatima Zohra Benhalouche

Hypersharpening by Joint-Criterion Nonnegative Matrix Factorization

Moussa Sofiane Karoui, Yannick Deville, Fatima Zohra Benhalouche et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 44 citations

Mathematical Programming, Engineering, Multispectral Imaging +16

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 et al. · Remote Sensing · 2019 · 44 citations · Full text

Nmf-unmixing-based Methods, Environmental Monitoring, Image Analysis +14

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 et al. · 2018 · 16 citations · Full text

Environmental Monitoring, Engineering, Multispectral Imaging +17

An NMF-Based Approach for Hyperspectral Unmixing Using a New Multiplicative-tuning Linear Mixing Model to Address Spectral Variability

Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville · 2019 · 16 citations

Environmental Monitoring, Hyperspectral Data, Data Science +14

Hyperspectral Unmixing Based on Constrained Bilinear or Linear-Quadratic Matrix Factorization

Fatima Zohra Benhalouche, Yannick Deville, Moussa Sofiane Karoui et al. · Remote Sensing · 2021 · 16 citations · Full text

Spectral Theory, Nonlinear Mixing Terms, Engineering +13