الرئيسية › دليل الباحثين › Moussa Sofiane Karoui
Moussa Sofiane Karoui
الانتماء : Centre National de la Recherche Scientifique · Agence Spatiale Algérienne · Université de Toulouse
- 80منشورات (انتماء جزائري)
- 138مجموع المنشورات
- 858الاستشهادات
- 13مؤشر h
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إنشاء ملفي المجاني إضافة منشوراتيمجالات البحث
- Remote-Sensing Image Classification
- Spectroscopy and Chemometric Analyses
- Advanced Image Fusion Techniques
- Geochemistry and Geologic Mapping
- Satellite Image Processing and Photogrammetry
المنشورات (80)
- A Novel Hyperspectral Unmixing Approach Jointly Addressing Nonlinearity and Spectral Variability in Urban Environments
- Nonlinear Unmixing-Based Mucilage Monitoring in the Adriatic Sea
- Detecting and Mapping Potential Pegmatite-Lithium-Rich Areas by an Unmixing-Based Approach Using Hyperspectral Prisma Data
- Improved Hyperspectral Unmixing Algorithm Involving the Multiplicative NMF Concept for Additive Mixing Model Dealing with Spectral Variability
- Marine Mucilage Mapping Using a Partial Linear-Quadratic Hyperspectral Unmixing NMF-Based Approach
- Hyperspectral Change Detection By An Unmixing-Nmf-Based Approach Dealing With Spectral Variability
- Urban Vegetation Mapping with Hyperspectral Prisma Data through an Original NMF-Based Unmixing Algorithm Associated with the Augmented Linear Mixing Model Addressing Spectral Variability
- Comparative evaluation of spectral variability-aware mixing models for marine mucilage monitoring
- Generalized Linear Mixing Model Based Environmental Monitoring Of Marine Mucilage
- Nonlinear Unmixing Based Marine Mucilage Monitoring
- A Non-Stellar Big Bright Object Elimination and Star Centroid Extraction Algorithm for Star Tracker
- Addressing Spectral Variability in Hyperspectral Unmixing with a Novel Linear Adaptive Additive Mixing Model and an Associated ADMM-Based Approach
- Active Hyperspectral-Based Projects at the Algerian Space Agency
- A New ADMM-Based Hyperspectral Unmixing Algorithm Associated with a Linear Mixing Model Addressing Spectral Variability with a Multiplicative Structure
- Informed NMF-Based Unmixing Method Addressing Spectral Variability for Marine Mucilage Mapping using Hyperspectral Prisma Data
- An Informed ADMM-Based Approach for Hyperspectral Unmixing Addressing Additively-Adapted Spectral Variability
- A Spectral Analysis-Based Approach for Methane Emission Estimations Using Landsat and Sentinel-2 Data
- An ADMM-Based Approach Associated with a Linear Mixing Model Multiplicatively Tuned to Deal with Spectral Variability in Hyperspectral Unmixing
- Sharpened VIIRS-NTL Data Using Modis Images for Improving Flared Gas Volume Estimations: Case of an Oil Installation in the South of Algeria
- An Admm-Based Hyperspectral Unmixing Algorithm For A Modified Almm Addressing Spectral Variability
- Automatic Desert Off-Road Track Mapping Using The Fusion Of Sentinel-2 And Prisma Data
- Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects
- Partial NMF-based hyperspectral unmixing methods for linear mixing models addressing intra-class variability
- A new star detection approach for a satellite-onboard star tracker
- Land cover changes mapping of the west-Algerian territory: a multiscale data analysis for the estimation of the sustainable goal 15.3.1
- A Novel Linear Mixing Model Addressing Spectral-Spatial Intra-Class Variability with an Associated Penalized NMF-Based Hyperspectral Unmixing Algorithm
- 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
- Unmixing With Spectral Variability for Marine Mucilage Analysis
- The Prediction of Regional Wildfire Risk Using High-Resolution Remotely Sensed Soil Moisture Content Estimation, Case Study: Sidi Douma Forest, Saida, Algeria
- A Nonlinear Spectral Unmixing Based Approach for Measuring Gas Flaring from VIIRS NTL Data: Case of the Flare Fit-M8-101A-1U, Algeria
- Hyperspectral Unmixing with a Modified Augmented Linear Mixing Model Addressing Spectral Variability
- 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
- Spectral Unmixing Based Approach for Measuring Gas Flaring from VIIRS NTL Remote Sensing Data: Case of the Flare FIT-M8-101A-1U, Algeria
- A Gradient-Based Method for the Modified Augmented Linear Mixing Model Addressing Spectral Variability for Hyperspectral Unmixing
- Imagerie Hyperspectrale Et Zones Urbaines: Résultats Du Projet HYEP
- Hyperspectral unmixing with a partial nonnegative matrix factorization-based method for a structured additively-tuned linear mixing model addressing spectral variability
- Flare Parameters Estimation from VIIRS NtL Remote Sensing Data: Improving Classical Approach by Spectral Unmixing
- Hypersharpening Based on Extended Coupled Nonnegative Matrix Factorization Addressing Spectral Variability
- Improving Classical Approach for Flare Parameters Estimation from VIIRS NtL Remote Sensing Data by Linear and Nonlinear Spectral Unmixing Methods
- A new star detection algorithm based on the combination of thresholding and filtering technique
- Spectral Unmixing and Clustering Techniques for Changes Detection in Multitemporal Hyperspectral Remote Sensing Data
- An Inversion of a Modified Water Cloud Model for Soil Moisture Content Estimation Through Sentinel-1 and Landsat-8 Remote Sensing Data
- Local Spectral Super-Resolution for ALSAT-2B Images with Application to Anomaly Detection
- Nonnegative Tensor Factorization Based Fusion for Changes Detection in Multiresolution Remote Sensing Images
- A Penalization-Based NMF Approach for Hyperspectral Unmixing Addressing Spectral Variability with an Additively-Tuned Mixing Model
- Hypersharpening by an NMF-Unmixing-Based Method Addressing Spectral Variability
- Hyperspectral Unmixing Based on Constrained Bilinear or Linear-Quadratic Matrix Factorization
- An Informed NMF-Based Unmixing Approach for Mineral Detection and Mapping in the Algerian Central Hoggar Using PRISMA Remote Sensing Hyperspectral Data
- A New Public Alsat-2B Dataset for Single-Image Super-Resolution
- Gradient-Based NMF Methods for Hyperspectral Unmixing Addressing Spectral Variability with a Multiplicative-Tuning Linear Mixing Model
- Hypersharpening by a Multiplicative Joint-Criterion NMF Method Addressing Spectral Variability
- End-to-End Change Detection in Satellite Remote Sensing Imagery
- A New Fully Constrained Least Squares-Based Fusion Approach of Optical, Thermal, and SAR Remote Sensing Data for Soil Moisture Content Estimation
- Multibranch Cnn-Based Pansharpening With Skip Connection
- Bi-Directional LSTM Model For Classification Of Vegetation From Satellite Time Series
- An NMF-Based Method For Hyperspectral Unmixing Using A Structured Additively-Tuned Linear Mixing Model To Address Spectral Variability
- Unsupervised Hyperspectral Band Selection By Sequentially Clustering A Mahalanobis-Based Dissimilarity Of Spectrally Variable Endmembers
- Blind Unmixing of Hyperspectral Remote Sensing Data: A New Geometrical Method Based on a Two-Source Sparsity Constraint
- Detecting And Mapping Kaolinite In The Algerian Central Hoggar With A Partial Linear Nmf-Based Unmixing Method
- A Linear NMF-Unmixing-Based Approach Addressing Spectral Variability For Shadow Compensation In Hyperspectral Remote Sensing Data
- Monitoring And Estimation of The Sustainable Development Goal –Fifteen- By Remote Sensing Tools, Assessment of Change in Land Cover (Sub-Indicator 15.3.1), Case of Algeria
- Low Resolutions Linear Unmixing-Nmf-Based Change Detection Approaches for Multiresolution Remote Sensing Data
- Partial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data
- A Comparative Study of Star Detection Methods for a Satellite-Onboard Star Tracker
- A pixel-by-pixel NMF-based method for hyperspectral unmixing using a new linear mixing model to address additively-tuned spectral variabilty
- An Unmixing-Based Change Detection Approach for Multiresolution Remote Sensing Images
- Transfering Super Resolution Convolutional Neural Network For Remote Sensing Data Sharpening
- Bilinear Matrix Factorization using a Gradient Method for Unmixing Hyperspectral Images Combinedc with Multispectral Data
- Extraction of a Specific Land-cover Class Using Deep Features and SVM One-class Classification
- Hyperspectral and multispectral data fusion based on linear-quadratic nonnegative matrix factorization
- Modified nonnegative matrix factorization for endmember spectra extraction from highly mixed hyperspectral images combined with multispectral data
- A new multiplicative nonnegative matrix factorization method for unmixing hyperspectral images combined with multispectral data
- Hypersharpening by Joint-Criterion Nonnegative Matrix Factorization
- Bilinear matrix factorization using a gradient method for hyperspectral endmember spectra extraction
- Hyperspectral endmember spectra extraction based on constrained linear-quadratic matrix factorization using a projected gradient method
- Hyperspectral data multi-sharpening based on linear-quadratic nonnegative matrix factorization
- Hyperspectral image unmixing by non-negative matrix factorization initialized with modified independent component analysis
- Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints
- A new spatial sparsity-based method for extracting endmember spectra from hyperspectral data with some pure pixels
- Improvement of remote sensing multispectral image classification by using Independent Component Analysis
المؤلفون المشاركون
- Fatima Zohra Benhalouche
- Abdelaziz Ouamri
- Yasmine Kheira Benkouider
- Farah Benharrats
- Meziane Iftene
- Oualid Yahia
- Oussama Benabbou
- Mohammed El Amin Larabi
- Lahsen Wahib Kebir
- Mohammed Amine Bouhlala
- Salah Eddine Brezini
- Zoubida Mahi
البيانات البيبليوغرافية مصدرها OpenAlex (قاعدة مفتوحة).
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