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File Processing Approach

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Preview of Sentinel-2 Imagery for Fine-Grained Road Map Extraction Using Deep Learning Techniques
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Sentinel-2 Imagery for Fine-Grained Road Map Extraction Using Deep Learning Techniques (isprs-annals-V-3-2021-9-2021.pdf)

3.15 MBEN 6 pages
This study explores extracting detailed road maps using Sentinel-2 satellite imagery with deep learning techniques, specifically convolutional neural networks (CNNs). It addresses the challenge of updating road maps affordably by automating extraction from lower-resolution (< 1...

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