Christian Heipke

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 24

Top Venues

CoRR

Geo spatial Inf. Sci.

GCPR

IGARSS

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Max Meyer, Amadeus Langer, Max Mehltretter, Dries Beyer, Max Coenen, Tobias Schack, Michael Haist, Christian Heipke
Image-based Deep Learning for the time-dependent prediction of fresh concrete properties. CoRR (2024)
Markus Hillemann, Robert Langendörfer, Max Heiken, Max Mehltretter, Andreas Schenk, Martin Weinmann, Stefan Hinz, Christian Heipke, Markus Ulrich
Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications. CoRR (2024)
Max Coenen, Dries Beyer, Christian Heipke, Michael Haist
Learning to Sieve: Prediction of Grading Curves from Images of Concrete Aggregate. CoRR (2022)
Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist
ConsInstancy: Learning Instance Representations for Semi-Supervised Panoptic Segmentation of Concrete Aggregate Particles. CoRR (2022)
Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles. Mach. Vis. Appl. 33 (4) (2022)
Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist
Semi-Supervised Segmentation of Concrete Aggregate Using Consensus Regularisation and Prior Guidance. CoRR (2021)
Lin Chen, Franz Rottensteiner, Christian Heipke
Feature detection and description for image matching: from hand-crafted design to deep learning. Geo spatial Inf. Sci. 24 (1) (2021)
Chun Yang, Franz Rottensteiner, Christian Heipke
A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases. CoRR (2021)
Christian Heipke, Deren Li
Gottfried Konecny: From draftsman to Professor emeritus - 75 years of involvement in photogrammetry and remote sensing. Geo spatial Inf. Sci. 24 (1) (2021)
Christian Heipke, Franz Rottensteiner
Deep learning for geometric and semantic tasks in photogrammetry and remote sensing. Geo spatial Inf. Sci. 23 (1) (2020)
Alina E. Maas, Franz Rottensteiner, Christian Heipke
A label noise tolerant random forest for the classification of remote sensing data based on outdated maps for training. Comput. Vis. Image Underst. 188 (2019)
Max Mehltretter, Christian Heipke
CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching. CoRR (2019)
Max Mehltretter, Christian Heipke
CNN-Based Cost Volume Analysis as Confidence Measure for Dense Matching. ICCV Workshops (2019)
Xin Wang, Teng Xiao, Michael Gruber, Christian Heipke
Robustifying Relative Orientations With Respect to Repetitive Structures and Very Short Baselines for Global SfM. CVPR Workshops (2019)
Gregor Blott, Masato Takami, Christian Heipke
Semantic Segmentation of Fisheye Images. ECCV Workshops (1) (2018)
Steffen Schön, Claus Brenner, Hamza Alkhatib, Max Coenen, Hani Dbouk, Nicolas Garcia Fernandez, Colin Fischer, Christian Heipke, Katja Lohmann, Ingo Neumann, Uyen Nguyen, Jens-André Paffenholz, Torben Peters, Franz Rottensteiner, Julia Schachtschneider, Monika Sester, Ligang Sun, Sören Vogel, Raphael Voges, Bernardo Wagner
Integrity and Collaboration in Dynamic Sensor Networks. Sensors 18 (7) (2018)
Nicolai Behmann, Max Mehltretter, Sebastian P. Kleinschmidt, Bernardo Wagner, Christian Heipke, Holger Blume
GPU-enhanced Multimodal Dense Matching. NORCAS (2018)
Max Mehltretter, Sebastian P. Kleinschmidt, Bernardo Wagner, Christian Heipke
Multimodal Dense Stereo Matching. GCPR (2018)
Gregor Blott, Jie Yu, Christian Heipke
View-Aware Person Re-identification. GCPR (2018)
Gholam Reza Dini, Karsten Jacobsen, Franz Rottensteiner, Mehdi Ravanbakhsh, Paolo Gamba, Christian Heipke
A Hybrid Approach for Delineation of Building Footprints From Space-borne Stereo Images. IGARSS (2018)
Pedro Achanccaray Diaz, Raul Queiroz Feitosa, Franz Rottensteiner, Ieda Del'Arco Sanches, Christian Heipke
Spatial-temporal conditional random field based model for crop recognition in tropical regions. IGARSS (2017)
Victor Andres Ayma, Pedro Achanccaray Diaz, Raul Queiroz Feitosa, Patrick Nigri Happ, Gilson A. O. P. Costa, Tobias Klinger, Christian Heipke
Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation. IEEE Geosci. Remote. Sens. Lett. 13 (9) (2016)
Moritz Menze, Christian Heipke, Andreas Geiger
Discrete Optimization for Optical Flow. GCPR (2015)
Thorsten Hoberg, Franz Rottensteiner, Raul Queiroz Feitosa, Christian Heipke
Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Sergey Kosov, Franz Rottensteiner, Christian Heipke
Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields. GCPR (2013)
Sergey Kosov, Pushmeet Kohli, Franz Rottensteiner, Christian Heipke
A two-layer Conditional Random Field for the classification of partially occluded objects. CoRR (2013)
Harri Kaartinen, Juha Hyyppä, Xiaowei Yu, Mikko Vastaranta, Hannu Hyyppä, Antero Kukko, Markus Holopainen, Christian Heipke, Manuela Hirschmugl, Felix Morsdorf, Erik Næsset, Juho Pitkänen, Sorin C. Popescu, Svein Solberg, Bernd-Michael Wolf, Jee-Cheng Wu
An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning. Remote. Sens. 4 (4) (2012)
Matthias Butenuth, Christian Heipke
Network snakes: graph-based object delineation with active contour models. Mach. Vis. Appl. 23 (1) (2012)
Flavio Fortes Camargo, Cláudia Maria de Almeida, Gilson Alexandre Ostwald Pedro da Costa, Raul Queiroz Feitosa, Dário Augusto Borges Oliveira, Christian Heipke, Rodrigo S. Ferreira
An open source object-based framework to extract landform classes. Expert Syst. Appl. 39 (1) (2012)
Ali Özgün Ok, Jan Dirk Wegner, Christian Heipke, Franz Rottensteiner, Uwe Soergel, Vedat Toprak
In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets. PIA (2011)
Thorsten Hoberg, Franz Rottensteiner, Christian Heipke
Classification of multitemporal remote sensing data of different resolution using Conditional Random Fields. ICCV Workshops (2011)
Daniel Muhle, Steffen Abraham, Christian Heipke, Manfred Wiggenhagen
Estimating the Mutual Orientation in a Multi-camera System with a Non Overlapping Field of View. PIA (2011)
Marcel Ziems, Christian Heipke, Franz Rottensteiner
SVM-based road verification with partly non-representative training data. JURSE (2011)
Clément Mallet, Florent Lafarge, Michel Roux, Uwe Soergel, Frédéric Bretar, Christian Heipke
A Marked Point Process for Modeling Lidar Waveforms. IEEE Trans. Image Process. 19 (12) (2010)
Clément Mallet, Florent Lafarge, Frédéric Bretar, Uwe Soergel, Christian Heipke
Lidar waveform modeling using a marked point process. ICIP (2009)
Markus Gerke, Christian Heipke
Image-based quality assessment of road databases. Int. J. Geogr. Inf. Sci. 22 (8) (2008)
Bernd-Michael Wolf, Christian Heipke
Automatic extraction and delineation of single trees from remote sensing data. Mach. Vis. Appl. 18 (5) (2007)
Ulrich Lenk, Christian Heipke
The Radial Topology Algorithm - A New Approach for Deriving 2.5D GIS Data Models. GeoInformatica 10 (4) (2006)
Matthias Butenuth, Christian Heipke
Network Snakes-Supported Extraction of Field Boundaries from Imagery. DAGM-Symposium (2005)
Andreas Koch, Christian Heipke
Semantically Correct 2.5D GIS Data - the Integration of a DTM and Topographic Vector Data. SDH (2004)
Christian Heipke, Heinrich Ebner, Ralph Schmidt, Michael Spiegel, Rüdiger Brand, Albert Baumgartner, Gerhard Neukum
Camera Orientation of Mars Express Using DTM Information. DAGM-Symposium (2004)
Matthias Butenuth, Bernd-Michael Straub, Christian Heipke, Felicitas Willrich
Tree Supported Road Extraction from Arial Images Using Global and Local Context Knowledge. ICVS (2003)
Kian Pakzad, Stefan Growe, Christian Heipke, Claus-E. Liedtke
Multitemporale Luftbildinterpretation: Strategie und Anwendung. Künstliche Intell. 15 (4) (2001)
Helmut Mayer, Christian Heipke, Gerd Maderlechner
Wissensbasierte automatische Extraktion von semantischer Information aus Katasterkarten. DAGM-Symposium (1993)
Christian Heipke
Integration of Digital Image Matching and Multi Image Shape from Shading. DAGM-Symposium (1992)
Christian Heipke, M. Stephani, G. Strunz, R. Lenz
Accuracy Potential of a Digital CCD Camera for Photogrammetric Applications. DAGM-Symposium (1991)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christian Heipke