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  • 1-10 ل  17 نتائج ل ""Inverse Problems""

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Academic Journal

Fast Bayesian Inversion for high dimensional inverse problems

Subjects: Inverse problems; High dimension; Bayesian analysis

  • Source: ISSN: 0960-3174.

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Dissertation/ Thesis

Efficient stochastic sampling of Bernoulli mixture of Gaussian models for sparse inverse problems ; Échantillonnage stochastique efficace par modèle Bernoulli mélange de Gaussiennes pour la résolution des problèmes inverses parcimonieux

Subjects: Inverse problems; Sparsity; Stochastic sampling

  • Source: https://theses.hal.science/tel-03684116 ; Traitement du signal et de l'image [eess.SP]. Université Paul Sabatier - Toulouse III, 2021. Français. ⟨NNT : 2021TOU30238⟩.

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Dissertation/ Thesis

Towards an 'optimal' solution for nonlinear sparse inverse problems using binary variables on continuous dictionaries : applications in Astrophysics ; Vers la résolution 'optimale' de problèmes inverses non linéaires parcimonieux grâce à l'exploitation de variables binaires sur dictionnaires continus : applications en astrophysique

Subjects: Inverse problems; Sparse Approximations; Binary variables

  • Source: https://theses.hal.science/tel-02314077 ; Astrophysique [astro-ph]. Université Paul Sabatier - Toulouse III, 2019. Français. ⟨NNT : 2019TOU30020⟩.

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Report

Physics-Driven Probabilistic Deep Learning for the Inversion of Physical Models With Application to Phenological Parameter Retrieval From Satellite Times Series ; Approches guidées par la physique d'apprentissage profond pour l'inversion de modèles physiques avec application à l'inférence de paramètres phénologiques à partir de séries temporelles d'images satellites.

Subjects: Generative Models; Autoencoders; Satellite Image Time Series

  • Source: https://hal.science/hal-03837736 ; 2023.

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Academic Journal

A Deep Learning Approach for SAR Tomographic Imaging of Forested Areas

Subjects: SAR tomography (TomoSAR); deep learning; forests

  • Source: ISSN: 1545-598X.

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Report

Physics-guided interpretable probabilistic representation learning for high resolution image time series ; Approches guidées par la physique d'apprentissage de représentations interprétables et probabilistes à partir de séries temporelles d'images satellites.

Subjects: Generative Models; Autoencoders; Satellite Image Time Series

  • Source: https://hal.science/hal-03837736 ; 2022.

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Academic Journal

Retrieval of Snow Albedo and Total Ozone Column from Single-View MSI/S-2 Spectral Reflectance Measurements over Antarctica

Subjects: snow; albedo; snow grain size

  • Source: ISSN: 2072-4292 ; Remote Sensing ; https://hal.science/hal-03433863 ; Remote Sensing, 2021, 13 (21), pp.4404. ⟨10.3390/rs13214404⟩.

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Academic Journal

A New Direct Sun Correction Algorithm for the Soil Moisture and Ocean Salinity Space Mission

Subjects: Constrained optimization; inverse problems; regularization

  • Source: ISSN: 1939-1404 ; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ; https://hal.inrae.fr/hal-03254361 ; IEEE Journal of Selected Topics in Applied Earth

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Academic Journal

Predicting minimum uncertainties in the inversion of ocean color geophysical parameters based on Cramer-Rao bounds

Subjects: Multispectral and hyperspectral imaging; Remote sensing and sensors; Inverse problems

  • Source: ISSN: 1094-4087 ; Optics Express ; https://insu.hal.science/insu-01671185 ; Optics Express, 2018, 26 (2), pp.A1-A18. ⟨10.1364/OE.26.0000A1⟩.

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Academic Journal

A sparsity-based variational approach for the restoration of SMOS images from L1A data

Subjects: Image restoration; Image sensors; Radio Interferometry

  • Source: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://hal.science/hal-01341839 ; IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (5), pp.2811--2826.

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  • 1-10 ل  17 نتائج ل ""Inverse Problems""