Mohamad JOUNI
Mohamad JOUNI
Post-Doctorant
Floralis
Site Ampère
Bureau : B148
Téléphone : 04 76 82 71 34
Département Science des Données
PICSA
Biographie
(à compléter)
Publications / Travaux
20 documents
Articles dans une revue
- Kebin Contreras, Mohamad Jouni, Mauro Dalla Mura, Jorge Bacca. A Multimodal hyperspectral dataset of cocoa beans with physicochemical annotation. Scientific Data , 2025, 12, pp.2043. ⟨10.1038/s41597-025-06314-9⟩. ⟨hal-05476083⟩
- Mohamad Jouni, Daniele Picone, Mauro Dalla Mura. Multiple-beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction. IEEE Transactions on Instrumentation and Measurement, 2025, 74, pp.6008516. ⟨10.1109/TIM.2025.3563054⟩. ⟨hal-04666929v3⟩
- Mohamad Jouni, Mauro Dalla Mura, Lucas Drumetz, Pierre Comon. MultiHU-TD: Multi-feature Hyperspectral Unmixing Based on Tensor Decomposition. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-1. ⟨10.1109/TGRS.2023.3314218⟩. ⟨hal-03480890v7⟩
- Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, et al.. Hyperspectral Anomaly Detection Based on Regularized Tensor Decomposition. Remote Sensing, 2023, 15 (6), pp.1679. ⟨10.3390/rs15061679⟩. ⟨hal-03806912⟩
- Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, et al.. Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection. IEEE Geoscience and Remote Sensing Letters, 2023, 20, pp.1-1. ⟨10.1109/lgrs.2023.3255905⟩. ⟨hal-03806916⟩
- Wenting Shang, Jiangjun Peng, Zebin Wu, Yang Xu, Mohamad Jouni, et al.. Hyperspectral Anomaly Detection via Sparsity of Core Tensor under Gradient Domain. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, pp.1-16. ⟨10.1109/TGRS.2023.3297627⟩. ⟨hal-04170061⟩
- Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition. Mathematical Morphology – Theory and Applications, 2020, 4 (1), pp.1-30. ⟨10.1515/mathm-2020-0001⟩. ⟨hal-02401272v3⟩
Communications dans un congrès
- Mohamad Jouni, Aurélien Godet, Mauro Dalla Mura. Lightweight Interpretable RGB-Guided Hyperspectral Super-Resolution under Real Cross-resolution Misalignment. BMVC 2026 – 37th British Machine Vision Conference (BMVC 2026), Nov 2026, Lancaster, United Kingdom. ⟨hal-05727748⟩
- Daniele Picone, Mohamad Jouni, Mauro Dalla Mura. Leveraging pretrained RGB denoisers for hyperspectral image restoration. ICIP 2026 – IEEE International Conference on Image Processing (ICIP 2026), IEEE, Sep 2026, Tampere, Finland. ⟨hal-05631436⟩
- Mohamad Jouni, Amaury Nègre, Aurélien Godet, Mauro Dalla Mura. RGB-Guided Snapshot Hyperspectral Super-resolution: A Dual-camera System and Pipeline. GDR IASIS Solutions matérielles pour la fusion de données, Sep 2025, Paris, France. ⟨hal-05424586⟩
- Daniele Picone, Mohamad Jouni, Mauro Dalla Mura. A study on combining a multi-aperture interferometric imaging spectrometer with a multispectral camera. IGARSS 2024 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece. ⟨hal-04648915⟩
- Daniele Picone, Mohamad Jouni, Mauro Dalla Mura. Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions. ICASSP 2024 – IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2024, Seoul, South Korea. pp.2590-2594, ⟨10.1109/ICASSP48485.2024.10447567⟩. ⟨hal-04227192⟩
- Mohamad Jouni, Daniele Picone, Mauro Dalla Mura. Model-based spectral reconstruction of interferometric acquisitions. ICASSP 2023 – IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096543⟩. ⟨hal-03833387⟩
- Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Hyperspectral Image Classification Using Tensor CP Decomposition. IGARSS 2019 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8898346⟩. ⟨hal-01998220⟩
- Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition. ISMM 2019 – 14th International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. pp.189-201. ⟨hal-01998121⟩
- Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Some issues in computing the CP decomposition of NonNegative Tensors. 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⟩. ⟨hal-01784370v2⟩
Poster de conférence
- Mohamad Jouni, Daniele Picone, Mauro Dalla Mura. Reconstruction of Spectra from Interferometric Measurements (poster). Co-conception : capteurs hybrides et algorithmes pour des systèmes innovants, Nov 2023, Paris, France. . ⟨hal-04302003⟩
- Mohamad Jouni, Daniele Picone, Mauro Dalla Mura. Model-based Spectral Reconstruction of Interferometric Acquisitions (poster). ICASSP 2023 – IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. , 2023. ⟨hal-04295262⟩
- Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Feature Extraction of Multimodal Images Based on Tensor Decomposition and Mathematical Morphology (poster). 2020 UGA & UT Workshop, Dec 2020, Online, Japan. . ⟨hal-04306074⟩
Thèses
- Mohamad Jouni. Image Analysis Based on Tensor Representations. Signal and Image processing. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALT003⟩. ⟨tel-03223274v2⟩
Documents récupérés de l’archive ouverte HAL 
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