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Hybrid Acquisition of High Quality Training Data for Segmentation of 3D Point Clouds Using Crowd-based Active Learning

M. Kölle, V. Walter, S. Schmohl, and U. Soergel. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2020)
DOI: 10.5194/isprs-annals-V-2-2020-501-2020

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Michael Kölle University of Stuttgart

Dr. Bastian Koller University of Stuttgart

Sebastian Koller University of Stuttgart

Markus Koller University of Stuttgart

M. Nudischer

Other publications of authors with the same name

LEARNING FROM THE PAST: CROWD-DRIVEN ACTIVE TRANSFER LEARNING FOR SEMANTIC SEGMENTATION OF MULTI-TEMPORAL 3D POINT CLOUDSM. Kölle, V. Walter, and U. Soergel. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2022)Identification of Peach Tree Trunks from Laser Scanning Data Obtained with Small Unmanned Aerial SystemE. Hadas, M. Kölle, M. Karpina, and A. Borkowski. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2020)HYBRID GEOREFERENCING, ENHANCEMENT AND CLASSIFICATION OF ULTRA-HIGH RESOLUTION UAV LIDAR AND IMAGE POINT CLOUDS FOR MONITORING APPLICATIONSN. Haala, M. Kölle, M. Cramer, D. Laupheimer, G. Mandlburger, and P. Glira. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2020)EVALUATION AND OPTIMISATION OF CROWD-BASED COLLECTION OF TREES FROM 3D POINT CLOUDSV. Walter, M. Kölle, and Y. Yin. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2020)Hybrid Acquisition of High Quality Training Data for Segmentation of 3D Point Clouds Using Crowd-based Active LearningM. Kölle, V. Walter, S. Schmohl, and U. Soergel. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2020)HYBRID ACQUISITION OF HIGH QUALITY TRAINING DATA FOR SEMANTIC SEGMENTATION OF 3D POINT CLOUDS USING CROWD-BASED ACTIVE LEARNINGM. Kölle, V. Walter, S. Schmohl, and U. Soergel. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2020)Automatische Interpretation von UAV-Punktwolken – Spielerei oder Praktischer Nutzen?N. Haala, and M. Kölle. DVW Schriftenreihe, (2023)A GAMIFICATION APPROACH FOR THE IMPROVEMENT OF PAID CROWD-BASED LABELLING OF GEOSPATIAL DATAV. Walter, M. Kölle, and D. Collmar. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2022)Hybrid Georeferencing, Enhancement and Classification of Ultra-High Resolution UAV LiDAR and Image Point Clouds for Monitorig ApplicationsN. Haala, M. Kölle, M. Cramer, D. Laupheimer, G. Mandlburger, and P. Glira. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (2020)Identification of Peach Tree Trunks from Laser Scanning Data Obtained With Small Unmanned Aerial SystemE. Hadas, M. Kölle, M. Karpina, and A. Borkowski. XXIV ISPRS Congress, Commission II, V-2-2020, page 735-740. Copernicus Publications, (2020)