TOWARDS LEARNING LOW-LIGHT INDOOR SEMANTIC SEGMENTATION WITH ILLUMINATION-INVARIANT FEATURES

Zhang, N.; Nex, F.; Kerle, N.; Vosselman, G.

doi:https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-427-2021

Learning From Detailed Maps: Joint 2D-3D Semantic Segmentation for Airborne Data with Selective Label Fusion

Geethanjali Anjanappa, Sander Oude Elberink, and George Vosselman

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 101–108, https://doi.org/10.5194/isprs-annals-X-G-2025-101-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-101-2025, 2025

3D City Digital Twin Simulation to Mitigate Heat Risk of Urban Heat Islands

Aulia Imania Sukma, Mila N. Koeva, Diana Reckien, Marija Bockarjova, Andre da Silva Mano, Giulia Canili, Giovanni Vicentini, and Norman Kerle

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W11-2024, 129–136, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-129-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-129-2024, 2024

HYBRID ADJUSTMENT OF UAS-BASED LiDAR AND IMAGE DATA

Y. Yadav, B. Alsadik, F. Nex, F. Remondino, and P. Glira

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 633–640, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-633-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-633-2023, 2023

ICEPY4D: A PYTHON TOOLKIT FOR ADVANCED MULTI-EPOCH GLACIER MONITORING WITH DEEP-LEARNING PHOTOGRAMMETRY

F. Ioli, F. Barbieri, F. Gaspari, F. Nex, and L. Pinto

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1037–1044, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1037-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1037-2023, 2023

VEHICLE TRACKING AND SPEED ESTIMATION FROM UNMANNED AERIAL VEHICLES USING SEGMENTATION-INITIALISED TRACKERS

S. M. Tilon and F. Nex

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 431–437, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-431-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-431-2023, 2023

MONO-HYDRA: REAL-TIME 3D SCENE GRAPH CONSTRUCTION FROM MONOCULAR CAMERA INPUT WITH IMU

U. V. B. L. Udugama, G. Vosselman, and F. Nex

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 439–445, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-439-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-439-2023, 2023

DENSE POINT CLOUD EXTRACTION FROM UAV IMAGERY USING PARALLAX ATTENTION

J. R. Bergado and F. Nex

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 1027–1032, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-1027-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-1027-2023, 2023

EFFICIENT UAV FLIGHT PLANNING FOR LOD2 CITY MODEL IMPROVEMENT

Y.-L. Wu, B. Alsadik, S. Oude Elberink, and G. Vosselman

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 1105–1112, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-1105-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-1105-2023, 2023

BENCHMARKING THE EXTRACTION OF 3D GEOMETRY FROM UAV IMAGES WITH DEEP LEARNING METHODS

F. Nex, N. Zhang, F. Remondino, E. M. Farella, R. Qin, and C. Zhang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 123–130, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-123-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-123-2023, 2023

UNSUPERVISED HARMONIOUS IMAGE COMPOSITION FOR DISASTER VICTIM DETECTION

N. Zhang, F. Nex, G. Vosselman, and N. Kerle

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1189–1196, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1189-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1189-2022, 2022

EXPLORING THE POTENTIALS OF UAV PHOTOGRAMMETRIC POINT CLOUDS IN FAÇADE DETECTION AND 3D RECONSTRUCTION OF BUILDINGS

K. K. Mwangangi, P. O. Mc’Okeyo, S. J. Oude Elberink, and F. Nex

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 433–440, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-433-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-433-2022, 2022

MICRO AND MACRO QUADCOPTER DRONES FOR INDOOR MAPPING TO SUPPORT DISASTER MANAGEMENT

S. Karam, F. Nex, O. Karlsson, J. Rydell, E. Bilock, M. Tulldahl, M. Holmberg, and N. Kerle

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 203–210, https://doi.org/10.5194/isprs-annals-V-1-2022-203-2022,https://doi.org/10.5194/isprs-annals-V-1-2022-203-2022, 2022

EFFECT OF LABEL NOISE IN SEMANTIC SEGMENTATION OF HIGH RESOLUTION AERIAL IMAGES AND HEIGHT DATA

A. Maiti, S. J. Oude Elberink, and G. Vosselman

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 275–282, https://doi.org/10.5194/isprs-annals-V-2-2022-275-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-275-2022, 2022

BIDIRECTIONAL MULTI-SCALE ATTENTION NETWORKS FOR SEMANTIC SEGMENTATION OF OBLIQUE UAV IMAGERY

Y. Lyu, G. Vosselman, G.-S. Xia, and M. Y. Yang

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 75–82, https://doi.org/10.5194/isprs-annals-V-2-2021-75-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-75-2021, 2021

Review article: Towards resilient vital infrastructure systems – challenges, opportunities, and future research agenda

Seyedabdolhossein Mehvar, Kathelijne Wijnberg, Bas Borsje, Norman Kerle, Jan Maarten Schraagen, Joanne Vinke-de Kruijf, Karst Geurs, Andreas Hartmann, Rick Hogeboom, and Suzanne Hulscher

Nat. Hazards Earth Syst. Sci., 21, 1383–1407, https://doi.org/10.5194/nhess-21-1383-2021,https://doi.org/10.5194/nhess-21-1383-2021, 2021

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TOWARDS LEARNING LOW-LIGHT INDOOR SEMANTIC SEGMENTATION WITH ILLUMINATION-INVARIANT FEATURES

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