MERCEDES EUGENIA
PAOLETTI ÁVILA
Profesora ayudante doctora
Universidad Nacional de Educación a Distancia
Madrid, EspañaPublicaciones en colaboración con investigadores/as de Universidad Nacional de Educación a Distancia (18)
2024
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Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 2461-2474
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Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-14
2023
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Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification
IEEE Geoscience and Remote Sensing Letters, Vol. 20
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Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
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Detection of cerebral ischaemia using transfer learning techniques
Proceedings - IEEE Symposium on Computer-Based Medical Systems
2022
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Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
2021
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A New Max-Min Convolutional Network for Hyperspectral Image Classification
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
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A recommendation system for electronic health records in the context of the HOPE project
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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ADAPTING KERNELS FOR HYPERSPECTRAL IMAGE CLASSIFICATION
International Geoscience and Remote Sensing Symposium (IGARSS)
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Analysis of Remotely Sensed Images through Social Media
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 3026-3039
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Deep mixed precision for hyperspectral image classification
Journal of Supercomputing, Vol. 77, Núm. 8, pp. 9190-9201
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Distributed Deep Learning for Remote Sensing Data Interpretation
Proceedings of the IEEE, Vol. 109, Núm. 8, pp. 1320-1349
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Endmember estimation with maximum distance analysis
Remote Sensing, Vol. 13, Núm. 4, pp. 1-21
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Ghostnet for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, Núm. 12, pp. 10378-10393
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Heterogeneous model parallelism for deep neural networks
Neurocomputing, Vol. 441, pp. 1-12
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MULTIPLE INCREMENTAL KERNEL CONVOLUTION FOR LAND COVER CLASSIFICATION OF REMOTELY SENSED IMAGES
International Geoscience and Remote Sensing Symposium (IGARSS)
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Morphological Convolutional Neural Networks for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 8689-8702
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SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification
IEEE Access, Vol. 9, pp. 118419-118434