Stefano Zorzi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 15

Top Topics

Satellite Imagery

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Stefano Zorzi, Friedrich Fraundorfer
Re: PolyWorld - A Graph Neural Network for Polygonal Scene Parsing. ICCV (2023)
Philipp Schuegraf, Stefano Zorzi, Friedrich Fraundorfer, Ksenia Bittner
Deep Learning for the Automatic Division of Building Constructions Into Sections on Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images. CVPR (2022)
Qingyu Li, Stefano Zorzi, Yilei Shi, Friedrich Fraundorfer, Xiao Xiang Zhu
RegGAN: An End-to-End Network for Building Footprint Generation with Boundary Regularization. Remote. Sens. 14 (8) (2022)
Yi Wang, Stefano Zorzi, Ksenia Bittner
Machine-Learned 3D Building Vectorization From Satellite Imagery. CVPR Workshops (2021)
Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images. CoRR (2021)
Yi Wang, Stefano Zorzi, Ksenia Bittner
Machine-learned 3D Building Vectorization from Satellite Imagery. CoRR (2021)
Qingyu Li, Stefano Zorzi, Yilei Shi, Friedrich Fraundorfer, Xiao Xiang Zhu
End-to-End Semantic Segmentation and Boundary Regularization of Buildings from Satellite Imagery. IGARSS (2021)
Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
Machine-learned Regularization and Polygonization of Building Segmentation Masks. ICPR (2020)
Stefano Zorzi, Friedrich Fraundorfer
Regularization of Building Boundaries in Satellite Images using Adversarial and Regularized Losses. CoRR (2020)
Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
Machine-learned Regularization and Polygonization of Building Segmentation Masks. CoRR (2020)
Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images. IGARSS (2020)
Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images. CoRR (2020)
Stefano Zorzi, Friedrich Fraundorfer
Regularization of Building Boundaries in Satellite Images Using Adversarial and Regularized Losses. IGARSS (2019)
Stefano Zorzi, Eleonora Maset, Andrea Fusiello, Fabio Crosilla
Full-Waveform Airborne LiDAR Data Classification Using Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)