ROOF3D: A REAL AND SYNTHETIC DATA COLLECTION FOR INDIVIDUAL BUILDING ROOF PLANE AND BUILDING SECTIONS DETECTION

Schuegraf, P.; Fuentes Reyes, M.; Xu, Y.; Bittner, K.

doi:https://doi.org/10.5194/isprs-annals-X-1-W1-2023-971-2023

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

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

LONG-SHORT SKIP CONNECTIONS IN DEEP NEURAL NETWORKS FOR DSM REFINEMENT

K. Bittner, L. Liebel, M. Körner, and P. Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 383–390, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-383-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-383-2020, 2020

AUTOMATIC LARGE-SCALE 3D BUILDING SHAPE REFINEMENT USING CONDITIONAL GENERATIVE ADVERSARIAL NETWORKS

K. Bittner, P. d’Angelo, M. Körner, and P. Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 103–108, https://doi.org/10.5194/isprs-archives-XLII-2-103-2018,https://doi.org/10.5194/isprs-archives-XLII-2-103-2018, 2018

AN EVOLUTIONARY ALGORITHM FOR FAST INTENSITY BASED IMAGE MATCHING BETWEEN OPTICAL AND SAR SATELLITE IMAGERY

Peter Fischer, Philipp Schuegraf, Nina Merkle, and Tobias Storch

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3, 83–90, https://doi.org/10.5194/isprs-annals-IV-3-83-2018,https://doi.org/10.5194/isprs-annals-IV-3-83-2018, 2018

ROOF3D: A REAL AND SYNTHETIC DATA COLLECTION FOR INDIVIDUAL BUILDING ROOF PLANE AND BUILDING SECTIONS DETECTION

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