Building Footprint Extraction from High Resolution UAV Images Using Deep Learning Algorithms in the Context of Unplanned Urbanisation

Şenol, Halil İbrahim; Çöltekin, Arzu

doi:10.5194/ica-abs-5-144-2022

Articles | Volume 5

Article
Metrics
Related articles

Articles | Volume 5

https://doi.org/10.5194/ica-abs-5-144-2022

Articles | Volume 5

Article
Metrics
Related articles

14 Sep 2022

| 14 Sep 2022

Building Footprint Extraction from High Resolution UAV Images Using Deep Learning Algorithms in the Context of Unplanned Urbanisation

Halil İbrahim Şenol and Arzu Çöltekin

Halil İbrahim Şenol

Harran University, Türkiye

Arzu Çöltekin

Institute of Interactive Technologies, University of Applied Sciences and Arts Northwestern Switzerland

Related authors

Show only first author papers Show all papers

Towards evaluating the effects of visualization and task types on urban planning decisions

Bettina Lobriza-Kalt, Elif Gürçınar, Halil İbrahim Şenol, and Arzu Çöltekin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 289–297, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-289-2026,https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-289-2026, 2026

Towards evaluating the effects of visualization and task types on urban planning decisions

Bettina Lobriza-Kalt, Elif Gürçınar, Halil İbrahim Şenol, and Arzu Çöltekin

Driver training in immersive virtual reality (VR) and transfer to the real world: A feasibility study on learning how to drive a truck in VR

Andrea Frick and Arzu Çöltekin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B4-2026, 281–288, https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-281-2026,https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-281-2026, 2026

Can naive and expert users spot the difference between AI vs. human-generalized maps?

Izabela Karsznia, Arzu Çöltekin, and Veronica Sundstedt

Abstr. Int. Cartogr. Assoc., 10, 140, https://doi.org/10.5194/ica-abs-10-140-2025,https://doi.org/10.5194/ica-abs-10-140-2025, 2025

Mitigating relief inversion illusion with multidirectional sky illumination model: A user study

Izabela Gołębiowska, Patrick Kennelly, Izabela Karsznia, Arzu Çöltekin, Gene Trantham, and Katarzyna Borczon

Abstr. Int. Cartogr. Assoc., 10, 92, https://doi.org/10.5194/ica-abs-10-92-2025,https://doi.org/10.5194/ica-abs-10-92-2025, 2025

Classed or continuous rainbow color scheme? A case study with 2D and 3D permafrost visualizations

Izabela Gołębiowska, Luca Dall’Acqua, Jeannette Noetzli, and Arzu Çöltekin

Abstr. Int. Cartogr. Assoc., 10, 91, https://doi.org/10.5194/ica-abs-10-91-2025,https://doi.org/10.5194/ica-abs-10-91-2025, 2025

An Exploratory Study Investigating Users’ Understanding of Noise Model Uncertainties Utilising Webcam Eye Tracking

Zulfa Nur'aini 'Afifah, Merve Keskin, Arzu Çöltekin, and Jukka M. Krisp

Adv. Cartogr. GIScience Int. Cartogr. Assoc., 5, 1, https://doi.org/10.5194/ica-adv-5-1-2025,https://doi.org/10.5194/ica-adv-5-1-2025, 2025

User Experience with Geodashboards Visualizing Preparedness and Response to Natural Hazards

Izabela Gołębiowska, Tomasz Opach, and Arzu Çöltekin

Abstr. Int. Cartogr. Assoc., 9, 17, https://doi.org/10.5194/ica-abs-9-17-2025,https://doi.org/10.5194/ica-abs-9-17-2025, 2025

Designing AR viewer for QField: towards supporting handling geospatial data in situ for emergency response situations

Anton Fedosov, Elif Gürçınar, Luca Fluri, Marco Bernasocchi, Matthias Kuhn, and Arzu Çöltekin

Abstr. Int. Cartogr. Assoc., 9, 11, https://doi.org/10.5194/ica-abs-9-11-2025,https://doi.org/10.5194/ica-abs-9-11-2025, 2025

Does extended reality work for skills training?

Erion Elmasllari, Kevin Kim, and Arzu Çöltekin

Abstr. Int. Cartogr. Assoc., 9, 9, https://doi.org/10.5194/ica-abs-9-9-2025,https://doi.org/10.5194/ica-abs-9-9-2025, 2025

Cartographic generalization of settlement representations: human vs. machine

Izabela Karsznia, Arzu Çöltekin, and Veronica Sundstedt

Abstr. Int. Cartogr. Assoc., 8, 12, https://doi.org/10.5194/ica-abs-8-12-2024,https://doi.org/10.5194/ica-abs-8-12-2024, 2024

Designing maps & visualizations for mobile devices: A collaborative research agenda

Robert E. Roth, Arzu Çöltekin, Luciene Delazari, Bradley Denney, André Mendonça, Jie Shen, Zdeněk Stachoň, and Mingguang Wu

Abstr. Int. Cartogr. Assoc., 6, 213, https://doi.org/10.5194/ica-abs-6-213-2023,https://doi.org/10.5194/ica-abs-6-213-2023, 2023

User experience with smartphone based global-scale thematic maps in data journalism

Jonas Oesch, Joana Kelén, Tumasch Reichenbacher, and Arzu Çöltekin

Abstr. Int. Cartogr. Assoc., 6, 191, https://doi.org/10.5194/ica-abs-6-191-2023,https://doi.org/10.5194/ica-abs-6-191-2023, 2023

Split legend or split attention? Evaluating layout designs of geodashboard interfaces

Izabela Gołębiowska, Tomasz Opach, Arzu Çöltekin, Jolanta Korycka-Skorupa, and Jan Ketil Rød

Abstr. Int. Cartogr. Assoc., 6, 73, https://doi.org/10.5194/ica-abs-6-73-2023,https://doi.org/10.5194/ica-abs-6-73-2023, 2023

Over the rainbow: An in-depth examination of the pervasiveness of the rainbow colour scheme

Izabela Gołębiowska and Arzu Çöltekin

Abstr. Int. Cartogr. Assoc., 6, 72, https://doi.org/10.5194/ica-abs-6-72-2023,https://doi.org/10.5194/ica-abs-6-72-2023, 2023

What moderates the terrain reversal effect in shaded relief maps?

Arzu Çöltekin, Amy L. Griffin, Rahel Ganarin, Victoria Rautenbach, Serena Coetzee, and Azile Mdleleni

Abstr. Int. Cartogr. Assoc., 6, 40, https://doi.org/10.5194/ica-abs-6-40-2023,https://doi.org/10.5194/ica-abs-6-40-2023, 2023

VISUALLY ANNOTATED RESPONSIVE DIGITAL TWINS FOR REMOTE COLLABORATION IN MIXED REALITY ENVIRONMENTS

L. Baumgartner, L. Brägger, K. Koebel, J. Scheidegger, and A. Çöltekin

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2022, 329–336, https://doi.org/10.5194/isprs-annals-V-4-2022-329-2022,https://doi.org/10.5194/isprs-annals-V-4-2022-329-2022, 2022

INTERACTION AND VISUALIZATION DESIGN CONSIDERATIONS FOR GAZE-GUIDED COMMUNICATION IN COLLABORATIVE EXTENDED REALITY

L. Brägger, L. Baumgartner, K. Koebel, J. Scheidegger, and A. Çöltekin

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2022, 205–212, https://doi.org/10.5194/isprs-annals-V-4-2022-205-2022,https://doi.org/10.5194/isprs-annals-V-4-2022-205-2022, 2022

Visual complexity and memorability of maps

Arzu Çöltekin, Dario Oertle, and Alžběta Brychtová

Abstr. Int. Cartogr. Assoc., 3, 58, https://doi.org/10.5194/ica-abs-3-58-2021,https://doi.org/10.5194/ica-abs-3-58-2021, 2021

Assessing legend designs for coordinated and multiple views geovisualizations

Izabela Gołębiowska, Tomasz Opach, and Arzu Çöltekin

Abstr. Int. Cartogr. Assoc., 3, 93, https://doi.org/10.5194/ica-abs-3-93-2021,https://doi.org/10.5194/ica-abs-3-93-2021, 2021