专题：Automated Road and Building Extraction

This cluster of papers focuses on the automatic extraction of road networks from remote sensing images, utilizing techniques such as deep learning, high-resolution imagery, and GPS traces. The research covers areas such as GIS update, aerial images, urban road networks, and map inference, with a particular emphasis on the application of these methods to road extraction.
最新文献
RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata

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EKI-GAN: Context-Aware Vehicle Trajectory Forecasting with Vehicle Factors and Environmental Information at Signalized Intersections

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LEGNet: A Lightweight Edge-Gaussian Network for Low-Quality Remote Sensing Image Object Detection

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Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook

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GPS Spoofing Attack Detection in Autonomous Vehicles Using Adaptive DBSCAN

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MHSI-Net: an interpretable multi-modal deep learning network for street identification in historical maps

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INTENT: Trajectory Prediction Framework With Intention-Guided Contrastive Clustering

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YOLO11-WLBS: an efficient model for pavement defect detection

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Adapt, Generate, and Supervise: Geometry-Aware Diffusion-Guided SAM Framework for Remote Sensing Semantic Segmentation

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SARvey and InSAR Explorer: Open-Source Tools for InSAR Data Processing and Visualization

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近5年高被引文献
Artificial Intelligence for Remote Sensing Data Analysis: A review of challenges and opportunities

review Full Text OpenAlex 534 FWCI58.0841

Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks

article Full Text OpenAlex 472 FWCI76.2274

Deep OC-Sort: Multi-Pedestrian Tracking by Adaptive Re-Identification

article Full Text OpenAlex 246 FWCI30.2067

Building Extraction With Vision Transformer

article Full Text OpenAlex 218 FWCI23.9047

Category-Wise Fusion and Enhancement Learning for Multimodal Remote Sensing Image Semantic Segmentation

article Full Text OpenAlex 200 FWCI20.7515

Artificial intelligence in environmental monitoring: Advancements, challenges, and future directions

article Full Text OpenAlex 197 FWCI41.6692

An XGBoost-SHAP approach to quantifying morphological impact on urban flooding susceptibility

article Full Text OpenAlex 174 FWCI28.4853

Semantic segmentation of water bodies in very high-resolution satellite and aerial images

article Full Text OpenAlex 167 FWCI27.4091

UrbanLF: A Comprehensive Light Field Dataset for Semantic Segmentation of Urban Scenes

article Full Text OpenAlex 152 FWCI12.9261

Road extraction in remote sensing data: A survey

article Full Text OpenAlex 151 FWCI21.8052