Mapping the unmapped: deep learning ensembles and novel loss functions for scalable road segmentation from aerial imagery

Pattern Analysis and Applications 2026 Open access

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Authors: Lorenzo Giannini, Loris Nanni, Andrea Loreggia
DOI: 10.1007/s10044-026-01621-2
Cited by: 0
References: 64

Fields of Study & Subjects

Automated Road and Building Extraction Infrastructure Maintenance and Monitoring Advanced Neural Network Applications

Publication details

Journal / source
Pattern Analysis and Applications
Volume
29
Issue
1
Publication date
9 February 2026
Language
EN