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Mohamad Jouni

Hyperspectral Image Classification Using Tensor CP Decomposition
2019 · Mohamad Jouni, Mauro Dalla Mura, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 18
Hyperspectral Anomaly Detection Based on Regularized Background Abundance Tensor Decomposition
2023 · Wenting Shang, Mohamad Jouni, et al. · Remote Sensing · 17
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Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain
2023 · Wenting Shang, Jiangjun Peng, et al. · IEEE Transactions on Geoscience and Remote Sensing · 17
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Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition
2020 · Mohamad Jouni, Mauro Dalla Mura, et al. · Mathematical Morphology - Theory and Applications · 17
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Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition
2019 · Mohamad Jouni, Mauro Dalla Mura, et al. · Lecture notes in computer science · 13
Some issues in computing the CP decomposition of NonNegative Tensors
2018 · Comon, Pierre, Jouni, Mohamad, et al. · HAL · 9
Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection
2023 · Wenting Shang, Mohamad Jouni, et al. · IEEE Geoscience and Remote Sensing Letters · 6
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MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition
2023 · Mohamad Jouni, Mauro Dalla Mura, et al. · IEEE Transactions on Geoscience and Remote Sensing · 6
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Model-Based Spectral Reconstruction Of Interferometric Acquisitions
2023 · Mohamad Jouni, Daniele Picone, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 5
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Hyperspectral Image Classification Based on Mathematical Morphology and Using Tensor CP Decomposition
2019 · Jouni, Mohamad, Dalla Mura, Mauro, et al. · HAL · 4
A Multimodal hyperspectral dataset of cocoa beans with physicochemical annotation
2025 · Kebin Contreras, Mohamad Jouni, et al. · Scientific Data · 3
Multiple-Beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction
2025 · Mohamad Jouni, Daniele Picone, et al. · IEEE Transactions on Instrumentation and Measurement · 3
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Spectro-Spatial Hyperspectral Image Reconstruction From Interferometric Acquisitions
2024 · Daniele Picone, Mohamad Jouni, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 3
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Image Analysis Based on Tensor Representations
2021 · Mohamad Jouni · theses.fr (ABES) · 2
CoCoaSpec
2025 · Mohamad Jouni, Kebin Contreras, et al. · Hugging Face · 1
A Study on Combining a Multi-Aperture Interferometric Imaging Spectrometer with a Multispectral Camera
2024 · Daniele Picone, Mohamad Jouni, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 1
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Lightweight Interpretable RGB-Guided Hyperspectral Super-Resolution under Real Cross-resolution Misalignment
2026 · Jouni, Mohamad, Godet, Aurélien, et al. · arXiv (Cornell University)
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Leveraging Pretrained RGB Denoisers for Hyperspectral Image Restoration
2026 · Daniele Picone, Mohamad Jouni, et al. · Proceedings - International Conference on Image Processing
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CoCoaSpec
2025 · Mohamad Jouni, Kebin Contreras, et al. · Hugging Face
RGB-Guided Snapshot Hyperspectral Super-resolution: A Dual-camera System and Pipeline
2025 · Jouni, Mohamad, Nègre, Amaury, et al. · HAL
Reconstruction of Spectra from Interferograms in Multiple-beam Interference Spectroscopy
2024 · Jouni, Mohamad, Picone, Daniele, et al. · HAL
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Reconstruction of Spectra from Interferometric Measurements (poster)
2023 · Jouni, Mohamad, Picone, Daniele, et al. · HAL
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Reconstruction of Spectra from Interferometric Measurements
2023 · Jouni, Mohamad, Picone, Daniele, et al. · HAL
Feature Extraction of Multimodal Images Based on Tensor Decomposition and Mathematical Morphology (poster)
2020 · Jouni, Mohamad, Dalla Mura, Mauro, et al. · HAL
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Some Issues in Computing the CP Decomposition of NonNegative Tensors
2018 · Mohamad Jouni, Mauro Dalla Mura, et al. · Lecture notes in computer science
Works count: 31
Citation count: 130
H-index: 6
I10-index: 5
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