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Nicolas Dobigeon

University of Toulouse
ENSEEIHT
Institut Universitaire de France

295

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Weighted Residual NMF With Spatial Regularization for Hyperspectral Unmixing

2022 IEEE Geoscience and Remote Sensing Letters
- Taner Ince
- Nicolas Dobigeon
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CD-GAN: a robust fusion-based generative adversarial network for unsupervised change detection between heterogeneous images.

2022 CoRR
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Fast Hyperspectral Unmixing Using a Multiscale Sparse Regularization

2022 IEEE Geoscience and Remote Sensing Letters
- Taner Ince
- Nicolas Dobigeon
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A 3-D-CNN Framework for Hyperspectral Unmixing With Spectral Variability

2022 IEEE Transactions on Geoscience and Remote Sensing
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Provably Robust Blind Source Separation of Linear-Quadratic Near-Separable Mixtures

2021 Siam Journal on Imaging Sciences
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Successive Nonnegative Projection Algorithm for Linear Quadratic Mixtures

2021 EUSIPCO | European Signal Processing Conference
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Fusion of hyperspectral and multispectral infrared astronomical images

2020 SAM | Sensor Array and Multichannel Signal Processing Workshop
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Asymptotically exact data augmentation: models, properties and algorithms

2020 Journal of Computational and Graphical Statistics
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Provably robust blind source separation of linear-quadratic near-separable mixtures.

2020 arXiv: Signal Processing
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High-dimensional Gaussian sampling: a review and a unifying approach based on a stochastic proximal point algorithm.

2020 arXiv: Computation
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