Fatima Zohra Benhalouche

发表

AN NMF-BASED UNMIXING METHOD WITH KNOWN SPECTRA OF PHOTOVOLTAIC PANELS FOR THEIR DETECTION AND AREA ESTIMATION FROM URBAN HYPERSPECTRAL REMOTE SENSING DATA

Yannick Deville, Moussa Sofiane Karoui, Xavier Briottet, 2018 .

Hyperspectral Imagery for Environmental Urban Planning

Walid Ouerghemmi, Yannick Deville, Moussa Sofiane Karoui, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Bilinear Matrix Factorization using a Gradient Method for Unmixing Hyperspectral Images Combinedc with Multispectral Data

Yannick Deville, Shahram Hosseini, Moussa Sofiane Karoui, 2018, 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

An NMF-Based Approach for Hyperspectral Unmixing Using a New Multiplicative-tuning Linear Mixing Model to Address Spectral Variability

Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Hyperspectral data multi-sharpening based on linear-quadratic nonnegative matrix factorization

Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Hypersharpening by Joint-Criterion Nonnegative Matrix Factorization

Yannick Deville, Moussa Sofiane Karoui, Issam Boukerch, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Local hyperspectral data multisharpening based on linear/linear-quadratic nonnegative matrix factorization by integrating lidar data

Moussa Sofiane Karoui, Abdelaziz Ouamri, Y. Deville, 2015, SPIE Remote Sensing.

Gradient-Based Joint-Variables Nonnegative Matrix Factorization for Multi-Sharpening Hyperspectral Remote Sensing Data

Moussa Sofiane Karoui, Issam Boukerch, Fatima Zohra Benhalouche, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Bilinear matrix factorization using a gradient method for hyperspectral endmember spectra extraction

Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Méthodes de démélange et de fusion des images multispectrales et hyperspectrales de télédétection spatiale. (Unmixing and fusion methods for remote sensing multispectral and hypersectral images)

Fatima Zohra Benhalouche, Fatima Zohra Benhalouche, 2018 .

An NMF-Based Method For Hyperspectral Unmixing Using A Structured Additively-Tuned Linear Mixing Model To Address Spectral Variability

Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri, 2020, 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS).

A Linear NMF-Unmixing-Based Approach Addressing Spectral Variability For Shadow Compensation In Hyperspectral Remote Sensing Data

Yannick Deville, Moussa Sofiane Karoui, Khelifa Djerriri, 2020, 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS).

A pixel-by-pixel NMF-based method for hyperspectral unmixing using a new linear mixing model to address additively-tuned spectral variabilty

Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri, 2019, Remote Sensing.

Linear-Quadratic NMF-Based Urban Hyperspectral Data Unmixing With Some Known Endmembers

Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, 2018, 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hyperspectral and multispectral data fusion based on linear-quadratic nonnegative matrix factorization

Moussa Sofiane Karoui, Abdelaziz Ouamri, Y. Deville, 2017 .

Partial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data

Yannick Deville, Moussa Sofiane Karoui, Xavier Briottet, 2019, Remote. Sens..

Hyperspectral endmember spectra extraction based on constrained linear-quadratic matrix factorization using a projected gradient method

Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Detection And Area Estimation For Photovoltaic Panels In Urban Hyperspectral Remote Sensing Data By An Original Nmf-Based Unmixing Method

Yannick Deville, Moussa Sofiane Karoui, Xavier Briottet, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Unmixing Based on Constrained Bilinear or Linear-Quadratic Matrix Factorization

Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri, 2021, Remote. Sens..

Hypersharpening by a Multiplicative Joint-Criterion NMF Method Addressing Spectral Variability

Yannick Deville, Moussa Sofiane Karoui, Yasmine Kheira Benkouider, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Gradient-Based NMF Methods for Hyperspectral Unmixing Addressing Spectral Variability with a Multiplicative-Tuning Linear Mixing Model

Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

A Penalization-Based NMF Approach for Hyperspectral Unmixing Addressing Spectral Variability with an Additively-Tuned Mixing Model

Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Hypersharpening by an NMF-Unmixing-Based Method Addressing Spectral Variability

Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri, 2021, IEEE Geoscience and Remote Sensing Letters.

An Informed NMF-Based Unmixing Approach for Mineral Detection and Mapping in the Algerian Central Hoggar Using PRISMA Remote Sensing Hyperspectral Data

Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Spectral Unmixing Based Approach for Measuring Gas Flaring from VIIRS NTL Remote Sensing Data: Case of the Flare FIT-M8-101A-1U, Algeria

Fatima Zohra Benhalouche, M. S. Karoui, M. A. Bouhlala, 2022, Remote Sensing.

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

Fatima Zohra Benhalouche, M. S. Karoui, Lahsen Wahib Kebir, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

Detecting And Mapping Kaolinite In The Algerian Central Hoggar With A Partial Linear Nmf-Based Unmixing Method

Fatima Zohra Benhalouche, M. S. Karoui, Lahsen Wahib Kebir, 2020, 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS).

Improving Classical Approach for Flare Parameters Estimation from VIIRS NtL Remote Sensing Data by Linear and Nonlinear Spectral Unmixing Methods

Fatima Zohra Benhalouche, M. S. Karoui, M. A. Bouhlala, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

Multi-sharpening hyperspectral remote sensing data by Multiplicative Joint-Criterion Linear-Quadratic Nonnegative Matrix Factorization

Fatima Zohra Benhalouche, M. S. Karoui, Y. Deville, 2017, 2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their Application to Mechatronics (ECMSM).

Flare Parameters Estimation from VIIRS NtL Remote Sensing Data: Improving Classical Approach by Spectral Unmixing

Fatima Zohra Benhalouche, M. S. Karoui, M. A. Bouhlala, 2022, 2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS).

Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects

Fatima Zohra Benhalouche, M. S. Karoui, Y. Deville, 2023, Remote Sensing.

Partial NMF-based Hyperspectral Unmixing Methods for Linear Mixing Models Addressing Intra-Class Variability

Fatima Zohra Benhalouche, Y. K. Benkouider, M. S. Karoui, 2023, Digital Signal Processing.

A Nonlinear Spectral Unmixing Based Approach for Measuring Gas Flaring from VIIRS NTL Data: Case of the Flare Fit-M8-101A-1U, Algeria

Fatima Zohra Benhalouche, M. S. Karoui, F. Benharrats, 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium.