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Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2019-02, Vol.57 (2), p.740-754

2019

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A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation

IEEE transactions on geoscience and remote sensing, 2018-06, Vol.56 (6), p.3534-3546

2018

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Advanced Spectral Classifiers for Hyperspectral Images: A review

IEEE geoscience and remote sensing magazine, 2017-03, Vol.5 (1), p.8-32

2017

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Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation

IEEE transactions on image processing, 2014-08, Vol.23 (8), p.3574-3589

2014

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BisDeNet: A New Lightweight Deep Learning-Based Framework for Efficient Landslide Detection

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.3648-3663

2024

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Image Segmentation Using Deep Learning: A Survey

IEEE transactions on pattern analysis and machine intelligence, 2022-07, Vol.44 (7), p.3523-3542

2022

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Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast

IEEE transactions on geoscience and remote sensing, 2021-03, Vol.59 (3), p.2598-2610

2021

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Attention mechanism-based generative adversarial networks for cloud removal in Landsat images

Remote sensing of environment, 2022-03, Vol.271, p.112902, Article 112902

2022

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Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise

IEEE transactions on geoscience and remote sensing, 2021-10, Vol.59 (10), p.8798-8811

2021

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PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-14

2023

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Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning

IEEE transactions on geoscience and remote sensing, 2016-05, Vol.54 (5), p.2998-3006

2016

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Multi-channel morphological profiles for classification of hyperspectral images using support vector machines

Sensors (Basel, Switzerland), 2009-01, Vol.9 (1), p.196-218

2009

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Parallel Implementation of Spatial–Spectral Endmember Extraction on Graphic Processing Units

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-04, Vol.10 (4), p.1247-1255

2017

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Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis

IEEE transactions on geoscience and remote sensing, 2016-03, Vol.54 (3), p.1659-1669

2016

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Tourism and ICTs: Advances in Data Science, Artificial Intelligence and Sustainability: Proceedings of the TURITEC 2023 Conference, October 19–20, 2023, Málaga, Spain

2024

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Mapping the Accumulation of Invasive Aquatic Plants in the Guadiana River, Spain, using Multitemporal Remote Sensing

IEEE geoscience and remote sensing letters, 2023-01, Vol.20, p.1-1

2023

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Earth system science related imaging spectroscopy—An assessment

Remote sensing of environment, 2009-09, Vol.113, p.S123-S137

2009

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A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images

IEEE geoscience and remote sensing letters, 2019-12, Vol.16 (12), p.1869-1873

2019

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Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization

IEEE journal of selected topics in applied earth observations and remote sensing, 2023, Vol.16, p.7412-7421

2023

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Special issue on architectures and techniques for real-time processing of remotely sensed images

Journal of real-time image processing, 2009-08, Vol.4 (3), p.191-193

Plaza, Antonio J.

2009

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Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis

Concurrency and computation, 2010-06, Vol.22 (9), p.1138-1159

2010

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Foreword to the Special Issue on Big Data in Remote Sensing

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-10, Vol.8 (10), p.4607-4609

2015

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Landslide Detection Using Densely Connected Convolutional Networks and Environmental Conditions

IEEE journal of selected topics in applied earth observations and remote sensing, 2021-01, Vol.14, p.1-1

2021

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Machine Learning in Pansharpening: A benchmark, from shallow to deep networks

IEEE geoscience and remote sensing magazine, 2022-09, Vol.10 (3), p.279-315

2022

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Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.5898-5914

2020

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Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification

A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation

Advanced Spectral Classifiers for Hyperspectral Images: A review

Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation

BisDeNet: A New Lightweight Deep Learning-Based Framework for Efficient Landslide Detection

Image Segmentation Using Deep Learning: A Survey

Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast

Attention mechanism-based generative adversarial networks for cloud removal in Landsat images

Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise

PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection

Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning

Multi-channel morphological profiles for classification of hyperspectral images using support vector machines

Parallel Implementation of Spatial–Spectral Endmember Extraction on Graphic Processing Units

Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis

Tourism and ICTs: Advances in Data Science, Artificial Intelligence and Sustainability: Proceedings of the TURITEC 2023 Conference, October 19–20, 2023, Málaga, Spain

Mapping the Accumulation of Invasive Aquatic Plants in the Guadiana River, Spain, using Multitemporal Remote Sensing

Earth system science related imaging spectroscopy—An assessment

A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images

Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization

Special issue on architectures and techniques for real-time processing of remotely sensed images

Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis

Foreword to the Special Issue on Big Data in Remote Sensing

Landslide Detection Using Densely Connected Convolutional Networks and Environmental Conditions

Machine Learning in Pansharpening: A benchmark, from shallow to deep networks

Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening

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