SERGIO
MORENO ALVAREZ
Profesor Ayudante Doctor
Publicaciones (25) Publicaciones de SERGIO MORENO ALVAREZ
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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Correlation-Aware Averaging for Federated Learning in Remote Sensing Data Classification
International Geoscience and Remote Sensing Symposium (IGARSS)
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Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval
International Geoscience and Remote Sensing Symposium (IGARSS)
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Federated learning meets remote sensing
Expert Systems with Applications, Vol. 255
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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
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Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines
SN Computer Science, Vol. 5, Núm. 6
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Self-Supervised Learning on Small In-Domain Datasets Can Overcome Supervised Learning in Remote Sensing
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 12797-12810
2023
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A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 16, pp. 5297-5314
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AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 61
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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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Enhancing Distributed Neural Network Training Through Node-Based Communications
IEEE Transactions on Neural Networks and Learning Systems
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Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 61
2022
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Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product
International Geoscience and Remote Sensing Symposium (IGARSS)
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Heterogeneous gradient computing optimization for scalable deep neural networks
Journal of Supercomputing, Vol. 78, Núm. 11, pp. 13455-13469
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Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
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Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification
International Geoscience and Remote Sensing Symposium (IGARSS)
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Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing
IEEE Geoscience and Remote Sensing Letters, Vol. 19
2021
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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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Heterogeneous model parallelism for deep neural networks
Neurocomputing, Vol. 441, pp. 1-12