Member of the European Academy of Sciences and Arts
Along with Artificial intelligence, other disciplines of study including Algorithm and Probabilistic logic are integrated into his research. Christian Heipke integrates Algorithm and Markov chain Monte Carlo in his research. While working in this field, Christian Heipke studies both Markov chain Monte Carlo and Reversible-jump Markov chain Monte Carlo. As part of his studies on Probabilistic logic, he often connects relevant areas like Statistics. His Statistics study frequently links to related topics such as Reversible-jump Markov chain Monte Carlo. His Remote sensing study frequently draws connections to other fields, such as High resolution. His research combines Remote sensing and High resolution. His work blends Mars Exploration Program and Exploration of Mars studies together. While working on this project, Christian Heipke studies both Exploration of Mars and Mars landing.
His Computer vision study frequently links to other fields, such as Photogrammetry and Image (mathematics). His multidisciplinary approach integrates Photogrammetry and Computer vision in his work. His research is interdisciplinary, bridging the disciplines of Contextual image classification and Image (mathematics). He links relevant research areas such as Orientation (vector space) and Point (geometry) in the realm of Geometry. His work blends Point (geometry) and Geometry studies together. He integrates Artificial intelligence and Probabilistic logic in his studies. The study of Remote sensing is intertwined with the study of High resolution in a number of ways. He carries out multidisciplinary research, doing studies in Data mining and Artificial intelligence. He undertakes multidisciplinary investigations into Archaeology and Context (archaeology) in his work.
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Crowdsourcing geospatial data
Isprs Journal of Photogrammetry and Remote Sensing (2010)
An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning
Harri Kaartinen;Juha Hyyppä;Xiaowei Yu;Mikko Vastaranta.
Remote Sensing (2012)
EVALUATION OF AUTOMATIC ROAD EXTRACTION
C. Heipke;H. Mayer;C. Wiedemann;O. Jamet.
Relevance assessment of full-waveform lidar data for urban area classification
Clément Mallet;Frédéric Bretar;Michel Roux;Uwe Soergel.
Isprs Journal of Photogrammetry and Remote Sensing (2011)
Joint 3d Estimation of Vehicles and Scene Flow
Moritz Menze;Christian Heipke;A. Geiger.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2015)
Topography of Mars from global mapping by HRSC high-resolution digital terrain models and orthoimages: Characteristics and performance
K. Gwinner;F. Scholten;Frank Preusker;S. Elgner.
Earth and Planetary Science Letters (2010)
Automation of interior, relative, and absolute orientation
Isprs Journal of Photogrammetry and Remote Sensing (1997)
Integration of heterogeneous geospatial data in a federated database
Matthias Butenuth;Guido v. Gösseln;Michael Tiedge;Christian Heipke.
Isprs Journal of Photogrammetry and Remote Sensing (2007)
Discrete optimization for optical flow
Moritz Menze;Christian Heipke;Andreas Geiger.
Lecture Notes in Computer Science (2015)
Object Scene Flow
Moritz Menze;Christian Heipke;Andreas Geiger;Andreas Geiger.
Isprs Journal of Photogrammetry and Remote Sensing (2017)
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