OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Journal of Selected Topics in Applied Earth Observations and Remo is 54. 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 2020-11-01 to 2024-11-01.)

Article	Citations
DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images	429
Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects	192
YOLOv5-Tassel: Detecting Tassels in RGB UAV Imagery With Improved YOLOv5 Based on Transfer Learning	166
Progress and Challenges in Intelligent Remote Sensing Satellite Systems	155
Research Progress on Few-Shot Learning for Remote Sensing Image Interpretation	143
An Anchor-Free Detection Method for Ship Targets in High-Resolution SAR Images	140
A CNN-Transformer Network With Multiscale Context Aggregation for Fine-Grained Cropland Change Detection	140
STransFuse: Fusing Swin Transformer and Convolutional Neural Network for Remote Sensing Image Semantic Segmentation	127
Hyperspectral Image Classification Using a Hybrid 3D-2D Convolutional Neural Networks	127
A Hyperspectral Image Classification Method Using Multifeature Vectors and Optimized KELM	121
Attention Consistent Network for Remote Sensing Scene Classification	116
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID	104
Self-Supervised Pretraining of Transformers for Satellite Image Time Series Classification	96
Multiscale Graph Sample and Aggregate Network With Context-Aware Learning for Hyperspectral Image Classification	90
Multi-Scale Ship Detection From SAR and Optical Imagery Via A More Accurate YOLOv3	85
Validation of Soil Moisture Data Products From the NASA SMAP Mission	82
Overview of Underwater Transmission Characteristics of Oceanic LiDAR	82
Deep-Learning-Based Multispectral Satellite Image Segmentation for Water Body Detection	80
Multireceiver SAS Imagery Based on Monostatic Conversion	79
A Benchmarking Protocol for Pansharpening: Dataset, Preprocessing, and Quality Assessment	79
Wildfire Detection From Multisensor Satellite Imagery Using Deep Semantic Segmentation	77
A Novel CNN-Based Detector for Ship Detection Based on Rotatable Bounding Box in SAR Images	76
Multiscale and Direction Target Detecting in Remote Sensing Images via Modified YOLO-v4	73
HResNetAM: Hierarchical Residual Network With Attention Mechanism for Hyperspectral Image Classification	73
Learning Slimming SAR Ship Object Detector Through Network Pruning and Knowledge Distillation	72

Attention-Gate-Based Encoder–Decoder Network for Automatical Building Extraction	72
A New Mask R-CNN-Based Method for Improved Landslide Detection	71
A CBAM Based Multiscale Transformer Fusion Approach for Remote Sensing Image Change Detection	71
Reconstruction Bias U-Net for Road Extraction From Optical Remote Sensing Images	69
SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images	69
GCSANet: A Global Context Spatial Attention Deep Learning Network for Remote Sensing Scene Classification	69
An Introduction to the HydroGNSS GNSS Reflectometry Remote Sensing Mission	67
Domain Adaptation in Remote Sensing Image Classification: A Survey	67
Crop Type Classification by DESIS Hyperspectral Imagery and Machine Learning Algorithms	66
A Deep Semantic Alignment Network for the Cross-Modal Image-Text Retrieval in Remote Sensing	66
Hyperspectral Satellites, Evolution, and Development History	65
AGCDetNet:An Attention-Guided Network for Building Change Detection in High-Resolution Remote Sensing Images	63
YOLOrs: Object Detection in Multimodal Remote Sensing Imagery	62
SPANet: Successive Pooling Attention Network for Semantic Segmentation of Remote Sensing Images	58
A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images	58
Light-YOLOv4: An Edge-Device Oriented Target Detection Method for Remote Sensing Images	58
A Deep Learning Method of Water Body Extraction From High Resolution Remote Sensing Images With Multisensors	58
Cross-Layer Attention Network for Small Object Detection in Remote Sensing Imagery	58
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review	58
Landslide Detection Using Densely Connected Convolutional Networks and Environmental Conditions	58
Comparison Analysis of Five Waveform Decomposition Algorithms for the Airborne LiDAR Echo Signal	58
On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification	57
Morphological Convolutional Neural Networks for Hyperspectral Image Classification	57
Multiscale Dual-Branch Residual Spectral–Spatial Network With Attention for Hyperspectral Image Classification	57
Res2-Unet, a New Deep Architecture for Building Detection From High Spatial Resolution Images	57
PFST-LSTM: A SpatioTemporal LSTM Model With Pseudoflow Prediction for Precipitation Nowcasting	57
Identifying Urban Building Function by Integrating Remote Sensing Imagery and POI Data	56
Modeling and Predicting Land Use Land Cover Spatiotemporal Changes: A Case Study in Chalus Watershed, Iran	55
Bridging a Gap in SAR-ATR: Training on Fully Synthetic and Testing on Measured Data	54
On the Effectiveness of Weakly Supervised Semantic Segmentation for Building Extraction From High-Resolution Remote Sensing Imagery	54
Integration of Crop Growth Model and Random Forest for Winter Wheat Yield Estimation From UAV Hyperspectral Imagery	54
Bidirectional 3D Quasi-Recurrent Neural Network for Hyperspectral Image Super-Resolution	54
Tropical Cyclone Intensity Classification and Estimation Using Infrared Satellite Images With Deep Learning	54