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Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.3735-3756

2020

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EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2019-07, Vol.12 (7), p.2217-2226

2019

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DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.1194-1206

2021

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Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.5326-5350

2020

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A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-03, Vol.11 (3), p.978-989

2018

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Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.6308-6325

2020

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Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-06, Vol.8 (6), p.2381-2392

2015

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YOLOv5-Tassel: Detecting Tassels in RGB UAV Imagery With Improved YOLOv5 Based on Transfer Learning

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.8085-8094

2022

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Deep Learning-Based Classification of Hyperspectral Data

IEEE journal of selected topics in applied earth observations and remote sensing, 2014-06, Vol.7 (6), p.2094-2107

2014

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Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.968-999

2022

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Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-03, Vol.11 (3), p.730-742

2018

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DeepUNet: A Deep Fully Convolutional Network for Pixel-Level Sea-Land Segmentation

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-11, Vol.11 (11), p.3954-3962

2018

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A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.2485-2501

2020

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Hyperspectral Anomaly Detection by Fractional Fourier Entropy

IEEE journal of selected topics in applied earth observations and remote sensing, 2019-12, Vol.12 (12), p.4920-4929

2019

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Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural Networks

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-03, Vol.11 (3), p.821-829

2018

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Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-04, Vol.11 (4), p.1227-1243

2018

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Progress and Challenges in Intelligent Remote Sensing Satellite Systems

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.1814-1822

2022

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Multilabel Remote Sensing Image Retrieval Based on Fully Convolutional Network

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.318-328

2020

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A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results

IEEE journal of selected topics in applied earth observations and remote sensing, 2013-10, Vol.6 (5), p.2102-2131

2013

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Research Progress on Few-Shot Learning for Remote Sensing Image Interpretation

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.2387-2402

2021

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A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2014-06, Vol.7 (6), p.2056-2065

2014

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Active Deep Learning for Classification of Hyperspectral Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-02, Vol.10 (2), p.712-724

2017

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Remote Sensing Image Fusion With Deep Convolutional Neural Network

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-05, Vol.11 (5), p.1656-1669

2018

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Pansharpening via Detail Injection Based Convolutional Neural Networks

IEEE journal of selected topics in applied earth observations and remote sensing, 2019-04, Vol.12 (4), p.1188-1204

2019

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Multilevel Cloud Detection in Remote Sensing Images Based on Deep Learning

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-08, Vol.10 (8), p.3631-3640

2017

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Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities

EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images

Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review

A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening

Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review

Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network

YOLOv5-Tassel: Detecting Tassels in RGB UAV Imagery With Improved YOLOv5 Based on Transfer Learning

Deep Learning-Based Classification of Hyperspectral Data

Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects

Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations

DeepUNet: A Deep Fully Convolutional Network for Pixel-Level Sea-Land Segmentation

A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion

Hyperspectral Anomaly Detection by Fractional Fourier Entropy

Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural Networks

Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition

Progress and Challenges in Intelligent Remote Sensing Satellite Systems

Multilabel Remote Sensing Image Retrieval Based on Fully Convolutional Network

A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results

Research Progress on Few-Shot Learning for Remote Sensing Image Interpretation

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery

Active Deep Learning for Classification of Hyperspectral Images

Remote Sensing Image Fusion With Deep Convolutional Neural Network

Pansharpening via Detail Injection Based Convolutional Neural Networks

Multilevel Cloud Detection in Remote Sensing Images Based on Deep Learning

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