Iterative Deep Learning for Road Topology Extraction
BMVC, pp. 2572018.
This paper tackles the task of estimating the topology of road networks from aerial images. Building on top of a global model that performs a dense semantical classification of the pixels of the image, we design a Convolutional Neural Network (CNN) that predicts the local connectivity among the central pixel of an input patch and its bord...More
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