Stefano Zorzi

According to our database1, Stefano Zorzi authored at least 10 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

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Bibliography

2023
Deep Learning for the Automatic Division of Building Constructions Into Sections on Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Re: PolyWorld - A Graph Neural Network for Polygonal Scene Parsing.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
RegGAN: An End-to-End Network for Building Footprint Generation with Boundary Regularization.
Remote. Sens., 2022

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
End-to-End Semantic Segmentation and Boundary Regularization of Buildings from Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Machine-Learned 3D Building Vectorization From Satellite Imagery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Machine-learned Regularization and Polygonization of Building Segmentation Masks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Full-Waveform Airborne LiDAR Data Classification Using Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2019

Regularization of Building Boundaries in Satellite Images Using Adversarial and Regularized Losses.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019


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