Moussa Sofiane Karoui

Hyperspectral Imagery for Environmental Urban Planning

Christiane Weber, Rahim Aguejdad, Xavier Briottet et al. · 2018 · 72 citations

Earth Observation, Environmental Monitoring, Engineering +18

Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints

Moussa Sofiane Karoui, Yannick Deville, Shahram Hosseini et al. · Pattern Recognition · 2012 · 44 citations

Sparse Representation, Image Analysis, Engineering +11

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

Optical Remote Sensing Change Detection Through Deep Siamese Network

Mohammed El Amin Arabi, Moussa Sofiane Karoui, Khelifa Djerriri · 2018 · 26 citations

Remote Sensing Images, Image Classification, Convolutional Neural Network +14