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

article Full Text OpenAlex

MIAYOLO: Multiexpert and Intraclass Aggregation-Assisted Suburban Building Detection in Unmanned Aerial Vehicle Imagery

article Full Text OpenAlex

A New Pavement Recognition Method of 24-GHz Radar Based on Prior Knowledge and Data-Driven

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QuadGridSIM: A quadrilateral grid‐based method for high‐performance and robust trajectory similarity analysis

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Building extraction from oblique photogrammetry point clouds based on PointNet++ with attention mechanism

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Road extraction through Yangwang-1 nighttime light data: A case study in Wenzhou, China

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Road detection by using gradient magnitude image and adaptive thresholding based Watershed

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Automatically detect crosswalks from satellite view images: A deep learning approach with ground truth verification

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Proposal for a new Green Red Water Index for geo-environmental surface water monitoring

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Geolocalization from Aerial Sensing Images Using Road Network Alignment

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近5年高被引文献
Street view imagery in urban analytics and GIS: A review

review Full Text OpenAlex 637 FWCI46.43503264

Artificial Intelligence for Remote Sensing Data Analysis: A review of challenges and opportunities

review Full Text OpenAlex 485 FWCI67.82871682

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

article Full Text OpenAlex 435 FWCI94.44209016

A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery

article Full Text OpenAlex 252 FWCI31.77531075

Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images

article Full Text OpenAlex 219 FWCI27.28532119

Deep Learning-Based Semantic Segmentation of Urban Features in Satellite Images: A Review and Meta-Analysis

review Full Text OpenAlex 217 FWCI21.0789856

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

article Full Text OpenAlex 214 FWCI38.94122478

Continental-Scale Building Detection from High Resolution Satellite Imagery

preprint Full Text OpenAlex 208 FWCI0

MCANet: A joint semantic segmentation framework of optical and SAR images for land use classification

article Full Text OpenAlex 207 FWCI13.40207109

Building Extraction With Vision Transformer

article Full Text OpenAlex 206 FWCI28.80972302