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The objective of this problem consists in extracting line-networks from images.
Different types of approaches are used in the litterature, mainly pixel-based,
object-based and graph-based. Here, we aim to extract the structure of the
networks which means we do not search for a binary classification roads/background
at pixel level, but for an object-oriented representation.
Evaluation of the results:
In its current version, results are evaluated through the precision of
line-networks, the complexity of the representation, and time. You can use this
Matlab code to evaluate your results from the following datasets. |
