Khelifa Djerriri

According to our database, Khelifa Djerriri authored at least 14 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

A New Public Alsat-2B Dataset for Single-Image Super-Resolution.

Achraf Djerida, Khelifa Djerriri, Moussa Sofiane Karoui, Mohammed El Amin Larabi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

Improving Hyperspectral Image Classification by Combining Spectral and Multiband Compact Texture Features.

Khelifa Djerriri, Abdelmounaime Safia, Reda Adjoudj, Moussa Sofiane Karoui

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A New Unmixing-Based Approach for Shadow Correction of Hyperspectral Remote Sensing Data.

Moussa Sofiane Karoui, Khelifa Djerriri

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Palm Trees Counting in Remote Sensing Imagery Using Regression Convolutional Neural Network.

Khelifa Djerriri, Mohamed Ghabi, Moussa Sofiane Karoui, Reda Adjoudj

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Optical Remote Sensing Change Detection Through Deep Siamese Network.

Mohammed El Amin Arabi, Moussa Sofiane Karoui, Khelifa Djerriri

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Classification of Quickbird imagery over urban area using convolutional neural network.

Khelifa Djerriri, Moussa Sofiane Karoui

Proceedings of the Joint Urban Remote Sensing Event, 2017

2016

Joint spatial variables nonnegative matrix factorization using constrained gradient method to pansharpen multispectral images.

Moussa Sofiane Karoui, Issam Boukerch, Khelifa Djerriri

Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

2015

Genetic programming and one-class classification for discovering useful spectral transformations.

Khelifa Djerriri, Malki Mimoun

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015