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Détection de changements par fusion robuste d'images multi-bandes de résolutions spatiale et spectrale différentes26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), Sep 2017, Juan-les-Pins, France. pp.1-4
Conference papers
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Bayesian Fusion of Multi-Band ImagesIEEE Journal of Selected Topics in Signal Processing, 2015, vol. 9 (n° 6), pp. 1117-1127. ⟨10.1109/JSTSP.2015.2407855⟩
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Robust Gaussian sum filtering with unknown noise statistics: Application to target trackingIEEE Workshop on statistical signal processing - SSP 2014, Jun 2014, Gold Coast, Australia. pp. 416-419
Conference papers
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Detecting changes between optical images of different spatial and spectral resolutions: a fusion-based approachIEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (3), pp.1566-1578. ⟨10.1109/TGRS.2017.2765348⟩
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Fusion of multispectral and hyperspectral images based on sparse representation22nd European Signal and Image Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal. pp. 1577-1581
Conference papers
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Fast Single Image Super-Resolution Using a New Analytical Solution for l2–l2 ProblemsIEEE Transactions on Image Processing, 2016, vol. 25 (n° 8), pp. 3683-3697. ⟨10.1109/TIP.2016.2567075⟩
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Bayesian Fusion of Multi-band Images: A Powerful Tool for Super-resolutionComputer Science [cs]. Institut national polytechnique de Toulouse (INPT), 2015. English. ⟨NNT : ⟩
Theses
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Bayesian fusion of hyperspectral and multispectral imagesIEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, May 2014, Florence, Italy. pp. 3176-3180
Conference papers
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Robust fusion of multi-band images with different spatial and spectral resolutions for change detectionIEEE Transactions on Computational Imaging, 2017, 3 (2), pp.175-186. ⟨10.1109/TCI.2017.2692645⟩
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Multiband Image Fusion Based on Spectral UnmixingIEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (12), pp.7236-7249. ⟨10.1109/TGRS.2016.2598784⟩
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Single image super-resolution of medical ultrasound images using a fast algorithm13th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016), Apr 2016, Prague, Czech Republic. pp.473-476, ⟨10.1109/ISBI.2016.7493310⟩
Conference papers
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A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF PriorCAMSAP 2017- IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2017, Curaçao, Netherlands Antilles
Conference papers
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Change detection between multi-band images using a robust fusion-based approach42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. pp. 3346-3350
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Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral responseIEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France. pp. 698-702
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R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester EquationIEEE Signal Processing Letters, 2016, vol. 23 (n° 11), pp. 1632-1636. ⟨10.1109/LSP.2016.2608858⟩
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hal-01407440v1
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Sparse representations and dictionary learning: from image fusion to motion estimation41st International Geoscience and Remote Sensing Symposium (IGARSS 2021), IEEE Geoscience and Remote Sensing Society, Jul 2021, Brussels / Virtual, Belgium. pp.25-28, ⟨10.1109/IGARSS47720.2021.9554890⟩
Conference papers
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High-resolution Hyperspectral Image Fusion Based on Spectral Unmixing19th International Conference on Information Fusion (FUSION 2016), Jul 2016, Heidelberg, Germany. pp. 1714-1719
Conference papers
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Hyperspectral and multispectral image fusion based on a sparse representationIEEE Transactions on Geoscience and Remote Sensing, 2015, vol. 53 (n° 7), pp. 3658-3668. ⟨10.1109/TGRS.2014.2381272⟩
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Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent methodIEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2015), Jun 2015, Tokyo, Japan. pp. 1-5
Conference papers
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FUSE: a fast multi-band image fusion algorithm6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp. 161-164
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Blind Deconvolution of Medical Ultrasound Images Using a Parametric Model for the Point Spread FunctionIEEE International Ultrasonics Symposium (IUS 2016), Sep 2016, Tours, France. pp. 1-4
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Fast Fusion of Multi-Band Images Based on Solving a Sylvester EquationIEEE Transactions on Image Processing, 2015, vol. 24 (n° 11), pp. 4109-4121. ⟨10.1109/TIP.2015.2458572⟩
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Unsupervised nonlinear spectral unmixing based on a multilinear mixing modelIEEE Transactions on Geoscience and Remote Sensing, 2017, vol. 55 (n° 8), pp. 4534-4544. ⟨10.1109/TGRS.2017.2693366⟩
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Blind model-based fusion of multi-band and panchromatic imagesIEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI 2016), Sep 2016, Baden-Baden, Germany. pp. 21-25
Conference papers
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Hyperspectral Pansharpening: A ReviewIEEE geoscience and remote sensing magazine, 2015, 3 (3), pp.27-46. ⟨10.1109/MGRS.2015.2440094⟩
Journal articles
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