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Michael Kölle 0002

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affiliation: University of Stuttgart, Germany

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Books and Theses

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2023
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Michael Kölle:
Forming a hybrid intelligence system by combining Active Learning and paid crowdsourcing for semantic 3D point cloud segmentation. University of Stuttgart, Germany, 2023

Conference and Workshop Papers

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2021
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Michael Kölle, Volker Walter, Ivan Shiller, Uwe Soergel:
CATEGORISE: An Automated Framework for Utilizing the Workforce of the Crowd for Semantic Segmentation of 3D Point Clouds. GCPR 2021: 633-648
2020
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Michael Kölle, Volker Walter, Stefan Schmohl, Uwe Soergel:
Remembering Both the Machine and the Crowd When Sampling Points: Active Learning for Semantic Segmentation of ALS Point Clouds. ICPR Workshops (7) 2020: 505-520
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Stefan Schmohl, Michael Kölle, Rudolf Frolow, Uwe Soergel:
Towards Urban Tree Recognition in Airborne Point Clouds with Deep 3D Single-Shot Detectors. ICPR Workshops (7) 2020: 521-535

Informal and Other Publications

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2023
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Michael Kölle, Volker Walter, Ivan Shiller, Uwe Soergel:
Efficient and Accurate Tree Detection from 3D Point Clouds through Paid Crowdsourcing. CoRR abs/2308.14499 (2023)
2021
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Michael Kölle, Dominik Laupheimer, Stefan Schmohl, Norbert Haala, Franz Rottensteiner, Jan Dirk Wegner, Hugo Ledoux:
The Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo. CoRR abs/2102.05346 (2021)

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