Iterative Deep Learning for Network Topology Extraction

arXiv: Computer Vision and Pattern Recognition, Volume abs/1712.01217, 2017.

Cited by: 1|Bibtex|Views22|Links
EI

Abstract:

This paper tackles the task of estimating the topology of filamentary networks such as retinal vessels and road networks. 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 between the central pixe...More

Code:

Data:

Your rating :
0

 

Tags
Comments