Khelifa Djerriri

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 14

Top Topics

Nonnegative Matrix Factorization

Convolutional Neural Network

Spatial Resolution

Top Venues

Publications

Achraf Djerida, Khelifa Djerriri, Moussa Sofiane Karoui, Mohammed El Amin Larabi
A New Public Alsat-2B Dataset for Single-Image Super-Resolution. IGARSS (2021)
Achraf Djerida, Khelifa Djerriri, Moussa Sofiane Karoui, Mohammed El Amin Larabi
A new public Alsat-2B dataset for single-image super-resolution. CoRR (2021)
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville, Khelifa Djerriri, Xavier Briottet, Thomas Houet, Arnaud Le Bris, Christiane Weber
Partial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data. Remote. Sens. 11 (18) (2019)
Khelifa Djerriri, Moussa Sofiane Karoui, Réda Adjoudj
Extraction of a Specific Land-Cover Class from Very High Spatial Resolution Imagery Using Positive and Unlabeled Learning with Convolutional Neural Networks. IGARSS (2019)
Khelifa Djerriri, Abdelmounaime Safia, Réda Adjoudj, Moussa Sofiane Karoui
Improving Hyperspectral Image Classification by Combining Spectral and Multiband Compact Texture Features. IGARSS (2019)
Khadidja Bakhti, Khelifa Djerriri, Mohammed El Amin Arabi, Souleyman Chaib, Moussa Sofiane Karoui
Improvememt of multi-temporal vegetation modeling using hybrid deep neural networks of multispectral remote sensing images. IGARSS (2019)
Issam Boukerch, Nezha Farhi, Moussa Sofiane Karoui, Khelifa Djerriri, Redouane Mahmoudi
A Dense Vector Matching Approach for Band to Band Registration of Alsat-2 Images. IGARSS (2018)
Khelifa Djerriri, Mohamed Ghabi, Moussa Sofiane Karoui, Réda Adjoudj
Palm Trees Counting in Remote Sensing Imagery Using Regression Convolutional Neural Network. IGARSS (2018)
Khelifa Djerriri, Abdelmounaime Safia, Moussa Sofiane Karoui, Réda Adjoudj
Enhancing the Classification of Remote Sensing Data Using Multiband Compact Texture Unit Descriptor and Deep Convolutional Neural Network. IGARSS (2018)
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville, Khelifa Djerriri, Xavier Briottet, Arnaud Le Bris
Detection And Area Estimation For Photovoltaic Panels In Urban Hyperspectral Remote Sensing Data By An Original Nmf-Based Unmixing Method. IGARSS (2018)
Mohammed El Amin Arabi, Moussa Sofiane Karoui, Khelifa Djerriri
Optical Remote Sensing Change Detection Through Deep Siamese Network. IGARSS (2018)
Moussa Sofiane Karoui, Khelifa Djerriri
A New Unmixing-Based Approach for Shadow Correction of Hyperspectral Remote Sensing Data. IGARSS (2018)
Khelifa Djerriri, Moussa Sofiane Karoui
Classification of Quickbird imagery over urban area using convolutional neural network. JURSE (2017)
Moussa Sofiane Karoui, Issam Boukerch, Khelifa Djerriri
Joint spatial variables nonnegative matrix factorization using constrained gradient method to pansharpen multispectral images. IVMSP (2016)
Khelifa Djerriri, Malki Mimoun
Genetic programming and one-class classification for discovering useful spectral transformations. IGARSS (2015)