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
Key corridor identification in multi-objective highway networks based on feature lines

article Full Text OpenAlex

Long-term analysis of land cover changes resulting from mining activities: Strzelin case study (S–W Poland)

article Full Text OpenAlex

DTFL: A Deep Learning Method for Digital Bathymetry Model Void Filling Guided by Topographic Feature Line

article Full Text OpenAlex

Research on GNSS Spoofing Detection and Autonomous Positioning Technology for Drones

article Full Text OpenAlex

A Semantic Segmentation-Based GNSS Signal Occlusion Detection and Optimization Method

article Full Text OpenAlex

PYOLO : A Plus YOLO Model for Occlusion Pedestrian Detection

article Full Text OpenAlex

TriM-Net: Trinityformer-Mamba fusion for road extraction in remote sensing

article Full Text OpenAlex

Enhanced urban driving scene segmentation using modified UNet with residual convolutions and attention guided skip connections

article Full Text OpenAlex

A Cost-Effective Framework for Predicting Parking Availability Using Geospatial Data and Machine Learning

article Full Text OpenAlex

Deep Learning Approaches for Geospatial Data Classification

book-chapter Full Text OpenAlex

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

review Full Text OpenAlex 535 FWCI10.969

The Taiwan Roadkill Observation Network Data Set.

dataset Full Text OpenAlex 403 FWCI0

A review on deep learning in UAV remote sensing

review Full Text OpenAlex 369 FWCI7.157

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

review Full Text OpenAlex 349 FWCI11.998

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

article Full Text OpenAlex 299 FWCI70.2

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

article Full Text OpenAlex 196 FWCI24.933

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

review Full Text OpenAlex 192 FWCI4.639

Geospatial mapping of groundwater potential zones using multi-criteria decision-making AHP approach in a hardrock basaltic terrain in India

article Full Text OpenAlex 174 FWCI11.437

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

article Full Text OpenAlex 169 FWCI21.629

Continental-Scale Building Detection from High Resolution Satellite Imagery

preprint Full Text OpenAlex 161 FWCI0