CITYWIDE ESTIMATION OF PARKING SPACE USING AERIAL IMAGERY AND OSM DATA FUSION WITH DEEP LEARNING AND FINE-GRAINED ANNOTATION

Henry, C.; Hellekes, J.; Merkle, N.; Azimi, S. M.; Kurz, F.

doi:https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-479-2021

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

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

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

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

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 221–226, https://doi.org/10.5194/isprs-annals-V-1-2022-221-2022,https://doi.org/10.5194/isprs-annals-V-1-2022-221-2022, 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

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

AUTOMATED BUILDING SEGMENTATION AND DAMAGE ASSESSMENT FROM SATELLITE IMAGES FOR DISASTER RELIEF

X. Yuan, S. M. Azimi, C. Henry, V. Gstaiger, M. Codastefano, M. Manalili, S. Cairo, S. Modugno, M. Wieland, A. Schneibel, and N. Merkle

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 741–748, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-741-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-741-2021, 2021

AUTOMATIC OBJECT SEGMENTATION TO SUPPORT CRISIS MANAGEMENT OF LARGE-SCALE EVENTS

S. M. Azimi, R. Kiefl, V. Gstaiger, R. Bahmanyar, N. Merkle, C. Henry, D. Rosenbaum, and F. Kurz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 433–440, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-433-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-433-2021, 2021

REAL-TIME AERIAL IMAGERY FOR CRISIS MANAGEMENT: LESSONS LEARNED FROM AN EUROPEAN CIVIL PROTECTION EXERCISE

N. Merkle, V. Gstaiger, E. Schröter, P. d’Angelo, S. M. Azimi, U. Kippnich, C. Barthel, and F. Kurz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 1243–1249, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1243-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1243-2020, 2020

MULTIPLE VEHICLES AND PEOPLE TRACKING IN AERIAL IMAGERY USING STACK OF MICRO SINGLE-OBJECT-TRACKING CNNS

R. Bahmanyar, S. M. Azimi, and P. Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 163–170, https://doi.org/10.5194/isprs-archives-XLII-4-W18-163-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-163-2019, 2019

SINGLE-IMAGE DEHAZING ON AERIAL IMAGERY USING CONVOLUTIONAL NEURAL NETWORKS

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

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 687–692, https://doi.org/10.5194/isprs-archives-XLII-4-W18-687-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-687-2019, 2019

RULE-BASED MAPPING OF PARKED VEHICLES USING AERIAL IMAGE SEQUENCES

J. Knöttner, D. Rosenbaum, F. Kurz, P. Reinartz, and A. Brunn

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 95–101, https://doi.org/10.5194/isprs-annals-IV-2-W7-95-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-95-2019, 2019

AIRCRAFT BASED REAL TIME BUNDLE ADJUSTMENT AND DIGITAL SURFACE MODEL GENERATION

P. d’Angelo and F. Kurz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1643–1647, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1643-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-1643-2019, 2019

LOCAL VERSUS GLOBAL VARIATIONAL APPROACHES TO ENHANCE WATERSHED TRANSFORMATION BASED INDIVIDUAL TREE CROWN SEGMENTATION OF DIGITAL SURFACE MODELS FROM 3K OPTICAL IMAGERY

C. Kempf, J. Tian, F. Kurz, P. d’Angelo, and P. Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 43–50, https://doi.org/10.5194/isprs-archives-XLII-2-W13-43-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-43-2019, 2019

PRECISE AERIAL IMAGE ORIENTATION USING SAR GROUND CONTROL POINTS FOR MAPPING OF URBAN LANDMARKS

F. Kurz, T. Krauß, H. Runge, D. Rosenbaum, and P. d’Angelo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 61–66, https://doi.org/10.5194/isprs-archives-XLII-2-W13-61-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-61-2019, 2019

AUTOMATIC 3D LANE MARKING RECONSTRUCTION USING MULTI-VIEW AERIAL IMAGERY

C.-Y. Sheu, F. Kurz, and P. Angelo

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1, 147–154, https://doi.org/10.5194/isprs-annals-IV-1-147-2018,https://doi.org/10.5194/isprs-annals-IV-1-147-2018, 2018

SEGMENT-AND-COUNT: VEHICLE COUNTING IN AERIAL IMAGERY USING ATROUS CONVOLUTIONAL NEURAL NETWORKS

S. Azimi, E. Vig, F. Kurz, and P. Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 19–23, https://doi.org/10.5194/isprs-archives-XLII-1-19-2018,https://doi.org/10.5194/isprs-archives-XLII-1-19-2018, 2018

DLRAD – A FIRST LOOK ON THE NEW VISION AND MAPPING BENCHMARK DATASET FOR AUTONOMOUS DRIVING

F. Kurz, D. Waigand, P. Pekezou-Fouopi, E. Vig, C. Henry, N. Merkle, D. Rosenbaum, V. Gstaiger, S. Azimi, S. Auer, P. Reinartz, and S. Knake-Langhorst

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 251–256, https://doi.org/10.5194/isprs-archives-XLII-1-251-2018,https://doi.org/10.5194/isprs-archives-XLII-1-251-2018, 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

POSE ESTIMATION OF UNMANNED AERIAL VEHICLES BASED ON A VISION-AIDED MULTI-SENSOR FUSION

G. Abdi, F. Samadzadegan, and F. Kurz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B6, 193–199, https://doi.org/10.5194/isprs-archives-XLI-B6-193-2016,https://doi.org/10.5194/isprs-archives-XLI-B6-193-2016, 2016

LONG-TERM TRACKING OF A SPECIFIC VEHICLE USING AIRBORNE OPTICAL CAMERA SYSTEMS

F. Kurz, D. Rosenbaum, H. Runge, D. Cerra, G. Mattyus, and P. Reinartz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B2, 521–525, https://doi.org/10.5194/isprs-archives-XLI-B2-521-2016,https://doi.org/10.5194/isprs-archives-XLI-B2-521-2016, 2016

CITYWIDE ESTIMATION OF PARKING SPACE USING AERIAL IMAGERY AND OSM DATA FUSION WITH DEEP LEARNING AND FINE-GRAINED ANNOTATION

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