IEEE Geoscience and Remote Sensing Letters

(The H4-Index of IEEE Geoscience and Remote Sensing Letters is 49. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)
SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images325
Building Change Detection for Remote Sensing Images Using a Dual-Task Constrained Deep Siamese Convolutional Network Model279
A Local Contrast Method for Infrared Small-Target Detection Utilizing a Tri-Layer Window185
SCAttNet: Semantic Segmentation Network With Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images175
Infrared Small Target Detection Based on the Weighted Strengthened Local Contrast Measure151
Cross-Scale Feature Fusion for Object Detection in Optical Remote Sensing Images151
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification120
A Fast and Compact 3-D CNN for Hyperspectral Image Classification118
Remote Sensing Image Classification Based on a Cross-Attention Mechanism and Graph Convolution113
Seismic Impedance Inversion Using Fully Convolutional Residual Network and Transfer Learning106
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images94
Deep Encoder–Decoder Networks for Classification of Hyperspectral and LiDAR Data89
Remote Sensing Image Scene Classification Based on an Enhanced Attention Module87
Multistage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images84
ShipDeNet-20: An Only 20 Convolution Layers and <1-MB Lightweight SAR Ship Detector81
Multilayer Feature Fusion Network for Scene Classification in Remote Sensing75
Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning75
Dual-Path Siamese CNN for Hyperspectral Image Classification With Limited Training Samples72
MLFcGAN: Multilevel Feature Fusion-Based Conditional GAN for Underwater Image Color Correction72
Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network71
DSSNet: A Simple Dilated Semantic Segmentation Network for Hyperspectral Imagery Classification71
Prediction of 3-D Ocean Temperature by Multilayer Convolutional LSTM70
When CNNs Meet Vision Transformer: A Joint Framework for Remote Sensing Scene Classification69
Contrasting YOLOv5, Transformer, and EfficientDet Detectors for Crop Circle Detection in Desert69
Nearshore Bathymetry From Fusion of Sentinel-2 and ICESat-2 Observations69
A Combined Loss-Based Multiscale Fully Convolutional Network for High-Resolution Remote Sensing Image Change Detection68
Implementation of Hybrid Deep Learning Model (LSTM-CNN) for Ionospheric TEC Forecasting Using GPS Data68
Unsupervised Dimensionality Reduction for Hyperspectral Imagery via Local Geometric Structure Feature Learning65
Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images63
Semisupervised Change Detection Using Graph Convolutional Network63
Corn Plant Counting Using Deep Learning and UAV Images62
A Noise Removal Algorithm Based on OPTICS for Photon-Counting LiDAR Data62
Inverse Synthetic Aperture Radar Imaging Using a Fully Convolutional Neural Network62
RISTDnet: Robust Infrared Small Target Detection Network62
Semisupervised Classification Based on SLIC Segmentation for Hyperspectral Image61
A Double-Neighborhood Gradient Method for Infrared Small Target Detection60
Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images59
ISTDU-Net: Infrared Small-Target Detection U-Net58
A Lightweight Faster R-CNN for Ship Detection in SAR Images57
Optimization for Arbitrary-Oriented Object Detection via Representation Invariance Loss57
Graph Sample and Aggregate-Attention Network for Hyperspectral Image Classification55
Simple Multiscale UNet for Change Detection With Heterogeneous Remote Sensing Images54
Infrared Moving Small-Target Detection Using Spatial–Temporal Local Difference Measure52
Metric-Learning-Based Deep Hashing Network for Content-Based Retrieval of Remote Sensing Images52
Remote Sensing Image Scene Classification With Self-Supervised Paradigm Under Limited Labeled Samples52
SAR Image Change Detection Based on Multiscale Capsule Network52
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution52
Residual Encoder–Decoder Conditional Generative Adversarial Network for Pansharpening51
Robust Matching for SAR and Optical Images Using Multiscale Convolutional Gradient Features51
APDC-Net: Attention Pooling-Based Convolutional Network for Aerial Scene Classification49
Denoising-Based Multiscale Feature Fusion for Remote Sensing Image Captioning49