Moussa Sofiane Karoui
Orcid: 0000-0001-6223-4863
According to our database1,
Moussa Sofiane Karoui
authored at least 57 papers
between 2009 and 2023.
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Bibliography
2023
Partial NMF-based hyperspectral unmixing methods for linear mixing models addressing intra-class variability.
Digit. Signal Process., November, 2023
Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects.
Remote. Sens., September, 2023
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
The Prediction of Regional Wildfire Risk Using High-Resolution Remotely Sensed Soil Moisture Content Estimation, Case Study: Sidi Douma Forest, Saida, Algeria.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
A Novel Linear Mixing Model Addressing Spectral-Spatial Intra-Class Variability with an Associated Penalized NMF-Based Hyperspectral Unmixing Algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
New Informed Linear Mixing Model And NMF-Based Unmixing Method Addressing Spectral Variability With An Application To Mineral Detection And Mapping Using Prisma Hyperspectral Remote Sensing Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
A Nonlinear Spectral Unmixing Based Approach for Measuring Gas Flaring from VIIRS NTL Data: Case of the Flare Fit-M8-101A-1U, Algeria.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Spectral Unmixing Based Approach for Measuring Gas Flaring from VIIRS NTL Remote Sensing Data: Case of the Flare FIT-M8-101A-1U, Algeria.
Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
An Inversion of a Modified Water Cloud Model for Soil Moisture Content Estimation Through Sentinel-1 and Landsat-8 Remote Sensing Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
A Gradient-Based Method for the Modified Augmented Linear Mixing Model Addressing Spectral Variability for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Improving Classical Approach for Flare Parameters Estimation from VIIRS NtL Remote Sensing Data by Linear and Nonlinear Spectral Unmixing Methods.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Minerals Detection and Mapping in the Southwestern Algeria Gara-Djebilet Region with a Multistage Informed NMF-Based Unmixing Approach Using Prisma Remote Sensing Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Hyperspectral Unmixing Based on Constrained Bilinear or Linear-Quadratic Matrix Factorization.
Remote. Sens., 2021
A New Fully Constrained Least Squares-Based Fusion Approach of Optical, Thermal, and SAR Remote Sensing Data for Soil Moisture Content Estimation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Hypersharpening by a Multiplicative Joint-Criterion NMF Method Addressing Spectral Variability.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Penalization-Based NMF Approach for Hyperspectral Unmixing Addressing Spectral Variability with an Additively-Tuned Mixing Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Gradient-Based NMF Methods for Hyperspectral Unmixing Addressing Spectral Variability with a Multiplicative-Tuning Linear Mixing Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
An Informed NMF-Based Unmixing Approach for Mineral Detection and Mapping in the Algerian Central Hoggar Using PRISMA Remote Sensing Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Blind Unmixing of Hyperspectral Remote Sensing Data: A New Geometrical Method Based on a Two-Source Sparsity Constraint.
Remote. Sens., 2020
2019
Partial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data.
Remote. Sens., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Gradient-Based Joint-Variables Nonnegative Matrix Factorization for Multi-Sharpening Hyperspectral Remote Sensing Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Improving Hyperspectral Image Classification by Combining Spectral and Multiband Compact Texture Features.
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.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
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.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
An Unmixing-Based Change Detection Approach for Multiresolution Remote Sensing Images.
Proceedings of the 27th European Signal Processing Conference, 2019
An NMF-Based Approach for Hyperspectral Unmixing Using a New Multiplicative-tuning Linear Mixing Model to Address Spectral Variability.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Transfering Super Resolution Convolutional Neural Network For Remote Sensing Data Sharpening.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Bilinear Matrix Factorization using a Gradient Method for Unmixing Hyperspectral Images Combinedc with Multispectral Data.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Linear-Quadratic NMF-Based Urban Hyperspectral Data Unmixing With Some Known Endmembers.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
A New Unmixing-Based Approach for Shadow Correction of Hyperspectral Remote Sensing Data.
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.
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.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Palm Trees Counting in Remote Sensing Imagery Using Regression Convolutional Neural Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
Classification of Quickbird imagery over urban area using convolutional neural network.
Proceedings of the Joint Urban Remote Sensing Event, 2017
Modified nonnegative matrix factorization for endmember spectra extraction from highly mixed hyperspectral images combined with multispectral data.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
A new multiplicative nonnegative matrix factorization method for unmixing hyperspectral images combined with multispectral data.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Hyperspectral endmember spectra extraction based on constrained linear-quadratic matrix factorization using a projected gradient method.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Joint spatial variables nonnegative matrix factorization using constrained gradient method to pansharpen multispectral images.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Bilinear matrix factorization using a gradient method for hyperspectral endmember spectra extraction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Hyperspectral data multi-sharpening based on linear-quadratic nonnegative matrix factorization.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2013
Joint nonnegative matrix factorization for hyperspectral and multispectral remote sensing data fusion.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Hyperspectral image unmixing by non-negative matrix factorization initialized with modified independent component analysis.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
2012
Méthodes de séparation aveugle de sources et application à la télédétection spatiale. (Blind source separation methods and application to remote sensing).
PhD thesis, 2012
Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints.
Pattern Recognit., 2012
A new spatial sparsity-based method for extracting endmember spectra from hyperspectral data with some pure pixels.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Extraction of stellar spectra from dense fields in hyperspectral muse data cubes using non-negative matrix factorization.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
2009
Improvement of remote sensing multispectral image classification by using Independent Component Analysis.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009