Mohamad Jouni

18
Documents

Publications

Publications

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Multiple-beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction

Mohamad Jouni , Daniele Picone , Mauro Dalla Mura

IEEE Transactions on Instrumentation and Measurement, 2025, 74, pp.1-16. ⟨10.1109/TIM.2025.3563054⟩

Article dans une revue hal-04666929v3
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A Multimodal hyperspectral dataset of cocoa beans with physicochemical annotation

Kebin Contreras , Mohamad Jouni , Mauro Dalla Mura , Jorge Bacca

Scientific Data , 2025, 12, pp.2043. ⟨10.1038/s41597-025-06314-9⟩

Article dans une revue (data paper) hal-05476083v1
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Hyperspectral Anomaly Detection via Sparsity of Core Tensor under Gradient Domain

Wenting Shang , Jiangjun Peng , Zebin Wu , Yang Xu , Mohamad Jouni et al.

IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-16. ⟨10.1109/TGRS.2023.3297627⟩

Article dans une revue hal-04170061v1
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MultiHU-TD: Multi-feature Hyperspectral Unmixing Based on Tensor Decomposition

Mohamad Jouni , Mauro Dalla Mura , Lucas Drumetz , Pierre Comon

IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-1. ⟨10.1109/TGRS.2023.3314218⟩

Article dans une revue hal-03480890v7
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Hyperspectral Anomaly Detection Based on Regularized Tensor Decomposition

Wenting Shang , Mohamad Jouni , Zebin Wu , Yang Xu , Mauro Dalla Mura et al.

Remote Sensing, 2023, 15 (6), pp.1679. ⟨10.3390/rs15061679⟩

Article dans une revue hal-03806912v1
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Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection

Wenting Shang , Mohamad Jouni , Zebin Wu , Yang Xu , Mauro Dalla Mura et al.

IEEE Geoscience and Remote Sensing Letters, 2023, 20, pp.1-1. ⟨10.1109/lgrs.2023.3255905⟩

Article dans une revue hal-03806916v1
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Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition

Mohamad Jouni , Mauro Dalla Mura , Pierre Comon

Mathematical Morphology - Theory and Applications, 2020, 4 (1), pp.1-30. ⟨10.1515/mathm-2020-0001⟩

Article dans une revue hal-02401272v3

RGB-Guided Snapshot Hyperspectral Super-resolution: A Dual-camera System and Pipeline

Mohamad Jouni , Amaury Nègre , Aurélien Godet , Mauro Dalla Mura

GDR IASIS Solutions matérielles pour la fusion de données, Sep 2025, Paris, France

Communication dans un congrès hal-05424586v1
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Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions

Daniele Picone , Mohamad Jouni , Mauro Dalla Mura

ICASSP 2024 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2024, Seoul, South Korea. pp.2590-2594, ⟨10.1109/ICASSP48485.2024.10447567⟩

Communication dans un congrès hal-04227192v1
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A study on combining a multi-aperture interferometric imaging spectrometer with a multispectral camera

Daniele Picone , Mohamad Jouni , Mauro Dalla Mura

IGARSS 2024 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece

Communication dans un congrès hal-04648915v1
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Model-based spectral reconstruction of interferometric acquisitions

Mohamad Jouni , Daniele Picone , Mauro Dalla Mura

ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096543⟩

Communication dans un congrès hal-03833387v1
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Hyperspectral Image Classification Using Tensor CP Decomposition

Mohamad Jouni , Mauro Dalla Mura , Pierre Comon

IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8898346⟩

Communication dans un congrès hal-01998220v1
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Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition

Mohamad Jouni , Mauro Dalla Mura , Pierre Comon

ISMM 2019 - 14th International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. pp.189-201

Communication dans un congrès hal-01998121v1
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Some issues in computing the CP decomposition of NonNegative Tensors

Mohamad Jouni , Mauro Dalla Mura , Pierre Comon

LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.57-66, ⟨10.1007/978-3-319-93764-9_6⟩

Communication dans un congrès hal-01784370v2
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Model-based Spectral Reconstruction of Interferometric Acquisitions (poster)

Mohamad Jouni , Daniele Picone , Mauro Dalla Mura

ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. , 2023

Poster de conférence hal-04295262v1
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Reconstruction of Spectra from Interferometric Measurements (poster)

Mohamad Jouni , Daniele Picone , Mauro Dalla Mura

Co-conception : capteurs hybrides et algorithmes pour des systèmes innovants, Nov 2023, Paris, France.

Poster de conférence hal-04302003v1
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Feature Extraction of Multimodal Images Based on Tensor Decomposition and Mathematical Morphology (poster)

Mohamad Jouni , Mauro Dalla Mura , Pierre Comon

2020 UGA & UT Workshop, Dec 2020, Online, Japan.

Poster de conférence hal-04306074v1
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Image Analysis Based on Tensor Representations

Mohamad Jouni

Signal and Image processing. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALT003⟩

Thèse tel-03223274v2