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IEEE Geoscience and Remote Sensing Letters
Title
Publication Date
Language
Citations
Road Extraction by Deep Residual U-Net
2018/05/01
34
Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data
2017/05/01
23
Convolutional Neural Network With Data Augmentation for SAR Target Recognition
2016/01/01
20
Remote Sensing Image Classification Based on a Cross-Attention Mechanism and Graph Convolution
2022/01/01
19
SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images
2022/01/01
18
A Landsat Surface Reflectance Dataset for North America, 1990–2000
2006/01/01
English
16
Improving SAR Automatic Target Recognition Models With Transfer Learning From Simulated Data
2017/09/01
15
HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification
2020/02/01
14
Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$-Means Clustering
2009/10/01
14
RivWidth: A Software Tool for the Calculation of River Widths From Remotely Sensed Imagery
2008/01/01
13
Graph Sample and Aggregate-Attention Network for Hyperspectral Image Classification
2022/01/01
13
Land Surface Temperature Retrieval Methods From Landsat-8 Thermal Infrared Sensor Data
2014/10/01
13
Deep Learning Based Feature Selection for Remote Sensing Scene Classification
2015/11/01
12
Prediction of Sea Surface Temperature Using Long Short-Term Memory
2017/10/01
12
Squeeze and Excitation Rank Faster R-CNN for Ship Detection in SAR Images
2019/05/01
11
Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization
2015/02/01
11
Unsupervised Spectral–Spatial Feature Learning With Stacked Sparse Autoencoder for Hyperspectral Imagery Classification
2015/12/01
10
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images
2022/01/01
10
Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks
2016/01/01
9
Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks
2016/12/01
9
A CFCC-LSTM Model for Sea Surface Temperature Prediction
2018/02/01
9
Implementation of Hybrid Deep Learning Model (LSTM-CNN) for Ionospheric TEC Forecasting Using GPS Data
2021/06/01
9
Radar Vegetation Index for Estimating the Vegetation Water Content of Rice and Soybean
2012/07/01
8
Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery
2017/04/01
8
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images
2010/10/01
7
Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks
2019/06/01
7
A Deep Learning-Based Approach to Forecast Ionospheric Delays for GPS Signals
2019/08/01
7
Deep Convolutional Highway Unit Network for SAR Target Classification With Limited Labeled Training Data
2017/07/01
7
Seismic Waveform Classification and First-Break Picking Using Convolution Neural Networks
2018/02/01
7
The Accidental Tide Gauge: A GPS Reflection Case Study From Kachemak Bay, Alaska
2013/09/01
7
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