Self-Constructing Graph Convolutional Networks for Semantic Segmentation of Historical Maps

Arzoumanidis, Lukas; Knechtel, Julius; Haunert, Jan-Henrik; Dehbi, Youness

doi:10.5194/ica-abs-6-11-2023

Building Footprint Aggregation with Preservation of Edge Orientations

Alexander Naumann, Samuel Bergé, Jonas Sauer, and Jan-Henrik Haunert

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-4-2026, 153–161, https://doi.org/10.5194/isprs-annals-XI-4-2026-153-2026,https://doi.org/10.5194/isprs-annals-XI-4-2026-153-2026, 2026

Domain-Adaptive Object Detection for Enriching Semantic 3D City Models with Building Storeys from Street-View Images

Lukas Arzoumanidis, Al Maimun As Samee, Elmehdi Kanna, Son H. Nguyen, and Youness Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-4-2026, 3–11, https://doi.org/10.5194/isprs-annals-XI-4-2026-3-2026,https://doi.org/10.5194/isprs-annals-XI-4-2026-3-2026, 2026

Domain-Adaptive Object Detection of Electrical Facilities for Enhanced Semantic Indoor Models

Lukas Arzoumanidis, Weilian Li, and Youness Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 759–766, https://doi.org/10.5194/isprs-annals-XI-2-2026-759-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-759-2026, 2026

Optimal Path Planning for Kinematic Laser Scanning

Julius Knechtel, Mohammad Kordgholiabad, and Jan-Henrik Haunert

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 109–116, https://doi.org/10.5194/isprs-annals-XI-2-2026-109-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-109-2026, 2026

Visualizing Spatial Dynamic Networks with Force-Directed Graph Layout

Tobias Küpper, Annika Bonerath, and Jan-Henrik Haunert

Abstr. Int. Cartogr. Assoc., 10, 160, https://doi.org/10.5194/ica-abs-10-160-2025,https://doi.org/10.5194/ica-abs-10-160-2025, 2025

Object Detection for the Enrichment of Semantic 3D City Models with Roofing Materials

Lukas Arzoumanidis, Son H. Nguyen, Lara Johannsen, Filip Rothaut, Weilian Li, and Youness Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W6-2025, 9–16, https://doi.org/10.5194/isprs-annals-X-4-W6-2025-9-2025,https://doi.org/10.5194/isprs-annals-X-4-W6-2025-9-2025, 2025

Validating a window view simulation engine based on open data and open source using semantic segmentation

Anna-Maria Bolte, Thomas Kistemann, Theo Kötter, and Youness Dehbi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 219–224, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-219-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-219-2025, 2025

Automatic Detection of Tiny Drainage Outlets and Ventilations on Flat Rooftops from Aerial Imagery

Lukas Arzoumanidis, Weilian Li, Julius Knechtel, Yudha Kosmayadi, and Youness Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 125–132, https://doi.org/10.5194/isprs-annals-X-G-2025-125-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-125-2025, 2025

Automatically generating virtual tours based on dense sets of 360° imagery

Dorian Baltzer, Alexander Naumann, Stephan Rosenberg, and Jan-Henrik Haunert

Abstr. Int. Cartogr. Assoc., 7, 8, https://doi.org/10.5194/ica-abs-7-8-2024,https://doi.org/10.5194/ica-abs-7-8-2024, 2024

Deep Generation of Synthetic Training Data for the Automated Extraction of Semantic Knowledge from Historical Maps

Lukas Arzoumanidis, James Ormond Fethers, Sethmiya Herath Mudiyanselage, and Youness Dehbi

Abstr. Int. Cartogr. Assoc., 7, 7, https://doi.org/10.5194/ica-abs-7-7-2024,https://doi.org/10.5194/ica-abs-7-7-2024, 2024

Towards a Deep Automatic Generation of Figure-ground Maps

Lukas Arzoumanidis, Jonathan Hecht, and Youness Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 33–39, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-33-2024,https://doi.org/10.5194/isprs-annals-X-4-W5-2024-33-2024, 2024

Safety Assessment of Cycling Routes in Urban Environments

Weilian Li, Lukas Arzoumanidis, Jannik Matijevic, Daham Mohammed Mustafa, Peter Rottmann, Jan-Henrik Haunert, and Youness Dehbi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W10-2024, 125–130, https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-125-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-125-2024, 2024

AN INTERACTIVE EVACUATION TOOL TO IMPROVE THE PUBLIC FLOOD PERCEPTION

W. L. Li, N. Treff, F. Amann, J. Lehmen, Y. Dehbi, and J.-H. Haunert

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 437–442, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-437-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-437-2023, 2023

SUITABILITY ASSESSMENT OF DIFFERENT SENSORS TO DETECT HIDDEN INSTALLATIONS FOR AS-BUILT BIM

J. Knechtel, J. Behmann, J.-H. Haunert, and Y. Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 263–270, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-263-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-263-2023, 2023

Integrating cellular automata model into 3D representation for enhancing flood risk communication

Weilian Li, Jan-Henrik Haunert, Yukun Guo, and Youness Dehbi

Abstr. Int. Cartogr. Assoc., 6, 139, https://doi.org/10.5194/ica-abs-6-139-2023,https://doi.org/10.5194/ica-abs-6-139-2023, 2023

An Efficient Data Structure Providing Maps of the Frequency of Public Transit Service Within User-Specified Time Windows

Annika Bonerath, Yu Dong, and Jan-Henrik Haunert

Adv. Cartogr. GIScience Int. Cartogr. Assoc., 4, 1, https://doi.org/10.5194/ica-adv-4-1-2023,https://doi.org/10.5194/ica-adv-4-1-2023, 2023

AUTOMATIC BUILDING FOOTPRINT EXTRACTION FROM 3D LASERSCANS

P. Rottmann, J.-H. Haunert, and Y. Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 233–240, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-233-2022,https://doi.org/10.5194/isprs-annals-X-4-W2-2022-233-2022, 2022

Exploring Spatio-Temporal Event Data on a Smart Watch

Annika Bonerath, Lukas Temerowski, Sven Gedicke, and Jan-Henrik Haunert

Abstr. Int. Cartogr. Assoc., 5, 96, https://doi.org/10.5194/ica-abs-5-96-2022,https://doi.org/10.5194/ica-abs-5-96-2022, 2022

Visualizing the Modal Split in Public Transportation Networks

Victor Korir, Axel Forsch, Youness Dehbi, and Jan-Henrik Haunert

Abstr. Int. Cartogr. Assoc., 5, 89, https://doi.org/10.5194/ica-abs-5-89-2022,https://doi.org/10.5194/ica-abs-5-89-2022, 2022

OPTIMAL POSITION AND PATH PLANNING FOR STOP-AND-GO LASERSCANNING FOR THE ACQUISITION OF 3D BUILDING MODELS

J. Knechtel, L. Klingbeil, J.-H. Haunert, and Y. Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2022, 129–136, https://doi.org/10.5194/isprs-annals-V-4-2022-129-2022,https://doi.org/10.5194/isprs-annals-V-4-2022-129-2022, 2022

Self-Constructing Graph Convolutional Networks for Semantic Segmentation of Historical Maps

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