Genetic programming and one-class classification for discovering useful spectral transformations. - Khelifa Djerriri; Malki Mimoun (IGARSS, 2015)

Joint spatial variables nonnegative matrix factorization using constrained gradient method to pansharpen multispectral images. - Moussa Sofiane Karoui; Issam Boukerch; Khelifa Djerriri (IVMSP, 2016)

Classification of Quickbird imagery over urban area using convolutional neural network. - Khelifa Djerriri; Moussa Sofiane Karoui (JURSE, 2017)

Optical Remote Sensing Change Detection Through Deep Siamese Network. - Mohammed El Amin Arabi; Moussa Sofiane Karoui; Khelifa Djerriri (IGARSS, 2018)

A Dense Vector Matching Approach for Band to Band Registration of Alsat-2 Images. - Issam Boukerch; Nezha Farhi; Moussa Sofiane Karoui; Khelifa Djerriri; Redouane Mahmoudi (IGARSS, 2018)

Palm Trees Counting in Remote Sensing Imagery Using Regression Convolutional Neural Network. - Khelifa Djerriri; Mohamed Ghabi; Moussa Sofiane Karoui; Reda Adjoudj (IGARSS, 2018)

Enhancing the Classification of Remote Sensing Data Using Multiband Compact Texture Unit Descriptor and Deep Convolutional Neural Network. - Khelifa Djerriri; Abdelmounaime Safia; Moussa Sofiane Karoui; Reda Adjoudj (IGARSS, 2018)

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; Arnaud Le Bris (IGARSS, 2018)

A New Unmixing-Based Approach for Shadow Correction of Hyperspectral Remote Sensing Data. - Moussa Sofiane Karoui; Khelifa Djerriri (IGARSS, 2018)

Improvememt of multi-temporal vegetation modeling using hybrid deep neural networks of multispectral remote sensing images. - Khadidja Bakhti; Khelifa Djerriri; Mohammed El Amin Arabi; Souleyman Chaib; Moussa Sofiane Karoui (IGARSS, 2019)

Extraction of a Specific Land-Cover Class from Very High Spatial Resolution Imagery Using Positive and Unlabeled Learning with Convolutional Neural Networks. - Khelifa Djerriri; Moussa Sofiane Karoui; Reda Adjoudj (IGARSS, 2019)

Improving Hyperspectral Image Classification by Combining Spectral and Multiband Compact Texture Features. - Khelifa Djerriri; Abdelmounaime Safia; Reda Adjoudj; Moussa Sofiane Karoui (IGARSS, 2019)

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; Thomas Houet; Arnaud Le Bris; Christiane Weber (Remote. Sens., 2019)

A New Public Alsat-2B Dataset for Single-Image Super-Resolution. - Achraf Djerida; Khelifa Djerriri; Moussa Sofiane Karoui; Mohammed El Amin Larabi (IGARSS, 2021)