Extracting roads from satellite images via enhancing road feature investigation in learning
Shiming Feng,
Fei Hou,
Jialu Chen
et al.
Abstract:It is a hot topic to extract road maps from satellite images. However, it is still very challenging with existing methods to achieve high‐quality results, because the regions covered by satellite images are very large and the roads are slender, complex and only take up a small part of a satellite image, making it difficult to distinguish roads from the background in satellite images. In this article, we address this challenge by presenting two modules to more effectively learn road features, and so improving r… Show more
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