Stefano Zorzi

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images

Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 97 citations

Geometric Learning, Convolutional Neural Network, Engineering +21

Full-Waveform Airborne LiDAR Data Classification Using Convolutional Neural Networks

Stefano Zorzi, Eleonora Maset, Andrea Fusiello et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 37 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Machine-learned 3D Building Vectorization from Satellite Imagery

Yi Wang, Stefano Zorzi, Ksenia Bittner · 2021 · 30 citations

Engineering, Machine Learning, 3D Modeling +20

Regularization of Building Boundaries in Satellite Images Using Adversarial and Regularized Losses

Stefano Zorzi, Friedrich Fraundorfer · 2019 · 27 citations

Convolutional Neural Network, Engineering, Machine Learning +16

RegGAN: An End-to-End Network for Building Footprint Generation with Boundary Regularization

Qingyu Li, Stefano Zorzi, Yilei Shi et al. · Remote Sensing · 2022 · 15 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +27