ECCV 2020poster109 citations
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden
Abstract
Inferring road graphs from satellite imagery is a challenging computer vision task. Prior solutions fall into two categories: (1) pixel-wise segmentation-based approaches, which predict whether each pixel is on a road, and (2) graph-based approaches, which predict the road graph iteratively. We find that these two approaches have complementary strengths while suffering from their own inherent limitations.
BibTeX
@inproceedings{eccv2020_sat2graphroadgra,
title = {Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding},
author = {Songtao He and Favyen Bastani and Satvat Jagwani and Mohammad Alizadeh and Hari Balakrishnan and Sanjay Chawla and Mohamed M. Elshrif and Samuel Madden and Mohammad Amin Sadeghi},
booktitle = {ECCV 2020},
year = {2020}
}