Forschte als Postdoktorand in einem DFG Projekt von Prof. Brenner an der automatischen Generierung von 3D-Stadtmodellen mittels statistischer Verfahren.
Hai habilitierte sich kürzlich an der Leibniz Universität Hannover in der Fakultät für Bauingenieurwesen und Geodäsie zum Thema: Bayesian Models for Pattern Recognition in Spatial Data
Publikationen
Begutachtete Zeitschriftenartikel und Buchkapitel
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(2014): Object-level Segmentation of RGBD Data, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 2 (3), pp. 73
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(2013): A generative statistical approach to automatic 3D building roof reconstruction from laser scanning data, ISPRS Journal of Photogrammetry and Remote Sensing, vol. 79 (0), pp. 29-43
DOI: 10.1016/j.isprsjprs.2013.02.004 -
(2009): Matching River Datasets of Different Scales>, Advances in GIScience: Proceedings of 12th AGILE Conference on GIScience, Lecture Notes in Geoinformation and Cartography, pp. 135-154
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(2009): Generative Statistical 3D Reconstruction of Unfoliaged Trees from Terrestrial Images, Annals of GIS, vol. 15 (2), pp. 97-105 | Datei |
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(2007): Extraction of the 3D Branching Structure of Unfoliaged Deciduous Trees from Image Sequences, Photogrammetrie -- Fernerkundung -- Geoinformation, vol. (6/2007), pp. 429-436 | Datei |
Begutachtete Konferenzbeiträge
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(2024): CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception, IEEE Intelligent Vehicles Symposium (IV)
DOI: 10.1109/IV55156.2024.10588865 -
(2014): A Recursive Bayesian Filter for Anomalous Behavior Detection in Trajectory Data, Lecture Notes in Geoinformation and Cartography: Connecting a Digital Europe Through Location and Place, pp. 91-104
DOI: 10.1007/978-3-319-03611-3_6 -
(2013): Object-level segmentation of RGBD data, IEEE International Conference on Image Processing (ICIP)
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(2011): Rule-based roof plane detection and segmentation from laser point clouds, Urban Remote Sensing Event (JURSE), 2011 Joint, pp. 293-296 | Datei |
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(2011): 3D Building Roof Reconstruction from Point Clouds via Generative Models, 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS), pp. 16-24 | Datei |
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(2008): Terrestrial Image Based 3D Extraction of Urban Unfoliaged Trees of Different Branching Types, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 37 (B3a), pp. 253-258 | Datei |
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(2007): Extraction of 3D Unfoliaged Trees from Image Sequences via a Generative Statistical Approach, The Annual Symposium of the German Association for Pattern Recognition (DAGM), vol. (4713/2007), pp. 385-394 | Datei |
Konferenzbeiträge
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(2015): Vertikale Solarfassaden, Jahrestagung der Deutschen Gesellschaft für Photogrammetrie und Fernerkundung
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(2013): Urban building usage labeling by geometric and context analyses of the footprint data, 26th International Cartographic Conference (ICC) | Datei |
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(2011): A Hybrid Approach to Extraction and Refinement of Building Footprints from Airborne LiDAR Data, ISPRS Workshop on Geospatial Data Infrastructure: from data acquisition and updating to smarter services, pp. 153-158 | Datei |
Monographien
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(2018): Bayesian Models for Pattern Recognition in Spatial Data, Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften, Reihe C, Nr. 818 (identisch mit / identical with Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Universität Hannover ISSN 0174-1454, Nr. 341, Hannover 2018), München 2018, 100 S. Weitere Informationen
ISBN: ISBN 978-3-7696-5229-1