19 citations · 55 across the 15 of their papers we have counts for
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cs.CV2020★ 1 cited
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation
Doruk Oner, Mateusz Koziński, Leonardo Citraro +3
We propose a novel, connectivity-oriented loss function for training deep convolutional networks to reconstruct network-like structures, like roads and irrigation canals, from aeri…
cs.CV2020
TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation
Subeesh Vasu, Mateusz Kozinski, Leonardo Citraro +1
Most state-of-the-art approaches to road extraction from aerial images rely on a CNN trained to label road pixels as foreground and remainder of the image as background. The CNN is…