D-Index & Metrics Best Publications

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 33 Citations 5,915 267 World Ranking 8531 National Ranking 410

Research.com Recognitions

Awards & Achievements

Member of the European Academy of Sciences and Arts

Overview

What is he best known for?

The fields of study Christian Heipke is best known for:

  • Markov chain Monte Carlo
  • Statistics
  • Astrobiology

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 most cited work include:

  • Topography of Mars from global mapping by HRSC high-resolution digital terrain models and orthoimages: Characteristics and performance (134 citations)
  • The High Resolution Stereo Camera (HRSC) of Mars Express and its approach to science analysis and mapping for Mars and its satellites (115 citations)
  • Evaluating planetary digital terrain models—The HRSC DTM test (73 citations)

What are the main themes of his work throughout his whole career to date

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.

Christian Heipke most often published in these fields:

  • Artificial intelligence (86.36%)
  • Remote sensing (68.18%)
  • Pattern recognition (psychology) (36.36%)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Crowdsourcing geospatial data

Christian Heipke.
Isprs Journal of Photogrammetry and Remote Sensing (2010)

564 Citations

An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning

Harri Kaartinen;Juha Hyyppä;Xiaowei Yu;Mikko Vastaranta.
Remote Sensing (2012)

482 Citations

EVALUATION OF AUTOMATIC ROAD EXTRACTION

C. Heipke;H. Mayer;C. Wiedemann;O. Jamet.
(2007)

422 Citations

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)

264 Citations

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)

207 Citations

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)

162 Citations

Automation of interior, relative, and absolute orientation

Christian Heipke.
Isprs Journal of Photogrammetry and Remote Sensing (1997)

160 Citations

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)

141 Citations

Discrete optimization for optical flow

Moritz Menze;Christian Heipke;Andreas Geiger.
Lecture Notes in Computer Science (2015)

128 Citations

Object Scene Flow

Moritz Menze;Christian Heipke;Andreas Geiger;Andreas Geiger.
Isprs Journal of Photogrammetry and Remote Sensing (2017)

124 Citations

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Finnish Geospatial Research Institute

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TU Wien

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University of Eastern Finland

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German Aerospace Center

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Jan-Peter Muller

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Monika Sester

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Xiaowei Yu

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Aalto University

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University of Turku

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German Aerospace Center

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University of Melbourne

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