GENERATION OF REFERENCE VEHICLE TRAJECTORIES IN REAL-WORLD SITUATIONS USING AERIAL IMAGERY FROM A HELICOPTER

Kurz, F.; Mendes, P.; Gstaiger, V.; Bahmanyar, R.; d’Angelo, P.; Azimi, S. M.; Auer, S.; Merkle, N.; Henry, C.; Rosenbaum, D.; Hellekes, J.; Runge, H.; Toran, F.; Reinartz, P.

doi:10.5194/isprs-annals-V-1-2022-221-2022

Evaluation of Recent AI-based Point Matching Algorithms Applied on Aerial Images

Pablo d'Angelo, Franz Kurz, Alaa Eddine Ben Zekri, and Reza Bahmanyar

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 1–8, https://doi.org/10.5194/isprs-annals-XI-2-2026-1-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-1-2026, 2026

Height Estimation from Single Optical Images Using KANU-Net Architecture

Reyhaneh Vahabi, Hossein Arefi, and Reza Bahmanyar

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W8-2025, 809–817, https://doi.org/10.5194/isprs-annals-X-4-W8-2025-809-2026,https://doi.org/10.5194/isprs-annals-X-4-W8-2025-809-2026, 2026

The ELK global emission inventory for the transport sectors

Mattia Righi, Simone Ehrenberger, Sabine Brinkop, Johannes Hendricks, Jens Hellekes, Paweł Banyś, Isheeka Dasgupta, Patrick Draheim, Annika Fitz, Manuel Löber, Thomas Pregger, Yvonne Scholz, Angelika Schulz, Birgit Suhr, Nina Thomsen, Christian Martin Weder, Peter Berster, Maximilian Clococeanu, Marc Gelhausen, Alexander Lau, Florian Linke, Sigrun Matthes, and Zarah Lea Zengerling

Earth Syst. Sci. Data, 18, 1619–1664, https://doi.org/10.5194/essd-18-1619-2026,https://doi.org/10.5194/essd-18-1619-2026, 2026

Short summary

Large-Scale Mapping of Urban Parking from Aerial Images: A Case Study in Berlin, Germany

Felix Rauch, Corentin Henry, Manuel Mühlhaus, Franz Kurz, Jens Hellekes, and Nina Merkle

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W16-2025, 83–89, https://doi.org/10.5194/isprs-archives-XLVIII-4-W16-2025-83-2025,https://doi.org/10.5194/isprs-archives-XLVIII-4-W16-2025-83-2025, 2025

VLM-Based Building Change Detection with CNN-Transformer

Zeinab Gharibbafghi and Peter Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W16-2025, 39–44, https://doi.org/10.5194/isprs-archives-XLVIII-4-W16-2025-39-2025,https://doi.org/10.5194/isprs-archives-XLVIII-4-W16-2025-39-2025, 2025

Comparative Analysis of YOLO-Based Algorithms for Vehicle Detection in Aerial Imagery

Amin Dustali, Mahdi Hasanlou, and Seyed Majid Azimi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 411–416, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-411-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-411-2025, 2025

Airborne Remote Sensing for Environmental and Disaster Management Applications

Veronika Gstaiger, Claas Köhler, Philipp Hochstaffl, Martin Bachmann, Raquel de los Reyes, Stefanie Holzwarth, Jiaojiao Tian, Peter Gege, Oliver Paxa, Thomas Krauss, Nina Merkle, and Franz Kurz

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 315–322, https://doi.org/10.5194/isprs-annals-X-G-2025-315-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-315-2025, 2025

Traffic Pattern Analysis at Urban Intersections through Vehicle Detection in Aerial Imagery

Reza Bahmanyar, Jens Hellekes, Manuel Mühlhaus, Veronika Gstaiger, and Franz Kurz

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 151–158, https://doi.org/10.5194/isprs-annals-X-G-2025-151-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-151-2025, 2025

Generating Training Data for Deep Learning-Based Segmentation Algorithms by Projecting Existing Labels onto Additional Aerial Images

Franz Kurz, Nina Merkle, Corentin Henry, Reza Bahmanyar, Felix Rauch, Jens Hellekes, Veronika Gstaiger, Dominik Rosenbaum, and Peter Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-6-2025, 189–195, https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-189-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-189-2025, 2025

Building Segmentation and Modelling from Space-Borne and Aerial Imagery

Thomas Krauß, Ksenia Bittner, Pablo d’Angelo, Philipp Schuegraf, Peter Reinartz, and Rupert Müller

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-6-2025, 177–182, https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-177-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-177-2025, 2025

Increases in Night Lights Intensity Reveal Extreme Events: A Case of Study on the Ongoing Conflict in Ukraine

Daniele Cerra, Nina Merkle, Corentin Henry, Sebastian Gapp, and Veronika Gstaiger

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 53–59, https://doi.org/10.5194/isprs-annals-X-3-2024-53-2024,https://doi.org/10.5194/isprs-annals-X-3-2024-53-2024, 2024

Training for Emergencies - How Germany is Preparing for Large-Scale Emergencies Using the EUROMED 2024 Civil Protection Exercise as an Example

Veronika Gstaiger, Nils Machinia, Nina Merkle, Dominik Rosenbaum, Ronald Nippold, Manuel Muehlhaus, Pablo d’Angelo, Corentin Henry, Xiangtian Yuan, Reza Bahmanyar, Franz Kurz, and Christa-Maria Krieg

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 163–168, https://doi.org/10.5194/isprs-annals-X-3-2024-163-2024,https://doi.org/10.5194/isprs-annals-X-3-2024-163-2024, 2024

Velocity variations and hydrological drainage at Baltoro Glacier, Pakistan

Anna Wendleder, Jasmin Bramboeck, Jamie Izzard, Thilo Erbertseder, Pablo d'Angelo, Andreas Schmitt, Duncan J. Quincey, Christoph Mayer, and Matthias H. Braun

The Cryosphere, 18, 1085–1103, https://doi.org/10.5194/tc-18-1085-2024,https://doi.org/10.5194/tc-18-1085-2024, 2024

Short summary

AN EVALUATION OF STEREO AND MULTIVIEW ALGORITHMS FOR 3D RECONSTRUCTION WITH SYNTHETIC DATA

M. Fuentes Reyes, P. d’Angelo, and F. Fraundorfer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1021–1028, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1021-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1021-2023, 2023

TOWARDS LARGE-SCALE BUILDING ATTRIBUTE MAPPING USING CROWDSOURCED IMAGES: SCENE TEXT RECOGNITION ON FLICKR AND PROBLEMS TO BE SOLVED

Y. Sun, A. Kruspe, L. Meng, Y. Tian, E. J. Hoffmann, S. Auer, and X. X. Zhu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 225–232, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-225-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-225-2023, 2023

DSM2DTM: AN END-TO-END DEEP LEARNING APPROACH FOR DIGITAL TERRAIN MODEL GENERATION

K. Bittner, S. Zorzi, T. Krauß, and P. d’Angelo

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 925–933, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-925-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-925-2023, 2023

GEOMETRIC EVALUATION OF GAOFEN-7 STEREO DATA

P. d’Angelo and J. Tian

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 805–811, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-805-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-805-2023, 2023

VEHICLE OCCLUSION REMOVAL FROM SINGLE AERIAL IMAGES USING GENERATIVE ADVERSARIAL NETWORKS

M. Xiang, S. Azimi, R. Bahmanyar, U. Sörgel, and P. Reinartz

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 629–634, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-629-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-629-2023, 2023

VEHICLE CLASSIFICATION IN URBAN REGIONS OF THE GLOBAL SOUTH FROM AERIAL IMAGERY

M. Mühlhaus, F. Kurz, A. R. Guridi Tartas, R. Bahmanyar, S. M. Azimi, and J. Hellekes

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 371–378, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-371-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-371-2023, 2023

SAVING LIVES FROM ABOVE: PERSON DETECTION IN DISASTER RESPONSE USING DEEP NEURAL NETWORKS

R. Bahmanyar and N. Merkle

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 343–350, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-343-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-343-2023, 2023

USING EARTH OBSERVATION TO SUPPORT FIRST AID RESPONSE IN CRISIS SITUATIONS– LESSONS LEARNED FROM THE EARTHQUAKE IN TÜRKIYE/SYRIA (2023)

A. Schneibel, M. Gähler, M. Halbgewachs, R. Berger, J. Brauchle, M. Geßner, V. Gstaiger, D. Hein, C. Henry, N. Merkle, and D. Klein

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 579–586, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-579-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-579-2023, 2023

Artificial Intelligence based Building Attributes Enrichment in OpenStreetMap using Street-view Images

Yao Sun, Stefan Auer, Liqiu Meng, and Xiao Xiang Zhu

Abstr. Int. Cartogr. Assoc., 6, 250, https://doi.org/10.5194/ica-abs-6-250-2023,https://doi.org/10.5194/ica-abs-6-250-2023, 2023

MDAS: a new multimodal benchmark dataset for remote sensing

Jingliang Hu, Rong Liu, Danfeng Hong, Andrés Camero, Jing Yao, Mathias Schneider, Franz Kurz, Karl Segl, and Xiao Xiang Zhu

Earth Syst. Sci. Data, 15, 113–131, https://doi.org/10.5194/essd-15-113-2023,https://doi.org/10.5194/essd-15-113-2023, 2023

Short summary

PERFORMANCE EVALUATION OF FUSION TECHNIQUES FOR CROSS-DOMAIN BUILDING ROOFTOP SEGMENTATION

H. Li, J. Tian, Y. Xie, C. Li, and P. Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 501–508, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-501-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-501-2022, 2022

BUILDING SECTION INSTANCE SEGMENTATION WITH COMBINED CLASSICAL AND DEEP LEARNING METHODS

P. Schuegraf, J. Schnell, C. Henry, and K. Bittner

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 407–414, https://doi.org/10.5194/isprs-annals-V-2-2022-407-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-407-2022, 2022

ROAD CONDITION ASSESSMENT FROM AERIAL IMAGERY USING DEEP LEARNING

N. Merkle, C. Henry, S. M. Azimi, and F. Kurz

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 283–289, https://doi.org/10.5194/isprs-annals-V-2-2022-283-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-283-2022, 2022

APPLICATION ORIENTED QUALITY EVALUATION OF GAOFEN-7 OPTICAL STEREO SATELLITE IMAGERY

J. Tian, X. Zhuo, X. Yuan, C. Henry, P. d’Angelo, and T. Krauss

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 145–152, https://doi.org/10.5194/isprs-annals-V-1-2022-145-2022,https://doi.org/10.5194/isprs-annals-V-1-2022-145-2022, 2022

AUTOMATIC POLE DETECTION IN AERIAL AND SATELLITE IMAGERY FOR PRECISE IMAGE REGISTRATION WITH SAR GROUND CONTROL POINTS

T. Krauß, F. Kurz, and H. Runge

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 85–91, https://doi.org/10.5194/isprs-annals-V-1-2022-85-2022,https://doi.org/10.5194/isprs-annals-V-1-2022-85-2022, 2022

GENERATION OF REFERENCE VEHICLE TRAJECTORIES IN REAL-WORLD SITUATIONS USING AERIAL IMAGERY FROM A HELICOPTER

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