Extraction of linear structures from digital terrain models using deep learning

Satari, Ramish; Kazimi, Bashir; Sester, Monika

doi:10.5194/agile-giss-2-11-2021

Articles | Volume 2

https://doi.org/10.5194/agile-giss-2-11-2021

© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/agile-giss-2-11-2021

© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 2

04 Jun 2021

| 04 Jun 2021

Extraction of linear structures from digital terrain models using deep learning

Ramish Satari, Bashir Kazimi, and Monika Sester

Related authors

A Multi-Scenario Dataset for Long-Term Indoor Localization and Pedestrian Behavior Analysis in Dynamic Environments

Faezeh Sadat Mortazavi, Junyi Wei, Tim Schimansky, Hangbin Wu, Claus Brenner, and Monika Sester

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W6-2025, 155–162, https://doi.org/10.5194/isprs-archives-XLVIII-1-W6-2025-155-2025,https://doi.org/10.5194/isprs-archives-XLVIII-1-W6-2025-155-2025, 2025

Visualization concepts for representing spatiotemporal vagueness in colonial collection research using the example of historical ship journeys

Stefan Fuest, Andreas Gollenstede, and Monika Sester

Abstr. Int. Cartogr. Assoc., 10, 80, https://doi.org/10.5194/ica-abs-10-80-2025,https://doi.org/10.5194/ica-abs-10-80-2025, 2025

Multi-modal Land Cover Classification of Historical Aerial Images and Topographic Maps Exploiting Attention-based Feature Fusion

Mareike Dorozynski, Franz Rottensteiner, Frank Thiemann, Monika Sester, Thorsten Dahms, and Michael Hovenbitzer

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 221–229, https://doi.org/10.5194/isprs-annals-X-G-2025-221-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-221-2025, 2025

Preface

Auriol Degbelo, Serena Coetzee, Carsten Keßler, Monika Sester, and Sabine Timpf

AGILE GIScience Ser., 6, 1, https://doi.org/10.5194/agile-giss-6-1-2025,https://doi.org/10.5194/agile-giss-6-1-2025, 2025

Estimating the Ride-Sharing Potential for Universities in Hanover: An Integer Programming Approach

Oskar Wage, Udo Feuerhake, and Monika Sester

AGILE GIScience Ser., 6, 49, https://doi.org/10.5194/agile-giss-6-49-2025,https://doi.org/10.5194/agile-giss-6-49-2025, 2025