Mohamad Jouni

Publications

Article dans une revue (7)

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.6008516. ⟨10.1109/TIM.2025.3563054⟩ Article dans une revue hal-04666929v3
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
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
Hyperspectral Anomaly Detection Based on Regularized Tensor Decomposition Wenting Shang,Mohamad Jouni,Zebin Wu,Yang Xu,Mauro Dalla Muraet al. Remote Sensing, 2023, 15 (6), pp.1679. ⟨10.3390/rs15061679⟩ Article dans une revue hal-03806912v1
Hyperspectral Anomaly Detection via Sparsity of Core Tensor under Gradient Domain Wenting Shang,Jiangjun Peng,Zebin Wu,Yang Xu,Mohamad Jouniet al. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-16. ⟨10.1109/TGRS.2023.3297627⟩ Article dans une revue hal-04170061v1
Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection Wenting Shang,Mohamad Jouni,Zebin Wu,Yang Xu,Mauro Dalla Muraet al. IEEE Geoscience and Remote Sensing Letters, 2023, 20, pp.1-1. ⟨10.1109/lgrs.2023.3255905⟩ Article dans une revue hal-03806916v1
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

Communication dans un congrès (7)

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
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
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
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
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
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
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

Poster de conférence (3)

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
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
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

Thèse (1)

Image Analysis Based on Tensor Representations Mohamad Jouni Signal and Image processing. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALT003⟩ Thèse tel-03223274v2