Christian Heipke

According to our database, Christian Heipke authored at least 46 papers between 1990 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Image-based Deep Learning for the time-dependent prediction of fresh concrete properties.

Max Meyer, Amadeus Langer, Max Mehltretter, Dries Beyer, Max Coenen, Tobias Schack, Michael Haist, Christian Heipke

CoRR, 2024

2022

ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles.

Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist

Mach. Vis. Appl., 2022

Learning to Sieve: Prediction of Grading Curves from Images of Concrete Aggregate.

Max Coenen, Dries Beyer, Christian Heipke, Michael Haist

CoRR, 2022

2021

Gottfried Konecny: From draftsman to Professor emeritus - 75 years of involvement in photogrammetry and remote sensing.

Christian Heipke, Deren Li

Geo spatial Inf. Sci., 2021

Feature detection and description for image matching: from hand-crafted design to deep learning.

Lin Chen, Franz Rottensteiner, Christian Heipke

Geo spatial Inf. Sci., 2021

Semi-Supervised Segmentation of Concrete Aggregate Using Consensus Regularisation and Prior Guidance.

Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist

CoRR, 2021

A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases.

Chun Yang, Franz Rottensteiner, Christian Heipke

CoRR, 2021

2020

Deep learning for geometric and semantic tasks in photogrammetry and remote sensing.

Christian Heipke, Franz Rottensteiner

Geo spatial Inf. Sci., 2020

2019

A label noise tolerant random forest for the classification of remote sensing data based on outdated maps for training.

Alina E. Maas, Franz Rottensteiner, Christian Heipke

Comput. Vis. Image Underst., 2019

CNN-Based Cost Volume Analysis as Confidence Measure for Dense Matching.

Max Mehltretter, Christian Heipke

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Robustifying Relative Orientations With Respect to Repetitive Structures and Very Short Baselines for Global SfM.

Xin Wang, Teng Xiao, Michael Gruber, Christian Heipke

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Integrity and Collaboration in Dynamic Sensor Networks.

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

Sensors, 2018

GPU-enhanced Multimodal Dense Matching.

Nicolai Behmann, Max Mehltretter, Sebastian P. Kleinschmidt, Bernardo Wagner, Christian Heipke, Holger Blume

Proceedings of the 2018 IEEE Nordic Circuits and Systems Conference, 2018

A Hybrid Approach for Delineation of Building Footprints From Space-borne Stereo Images.

Gholam Reza Dini, Karsten Jacobsen, Franz Rottensteiner, Mehdi Ravanbakhsh, Paolo Gamba, Christian Heipke

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Semantic Segmentation of Fisheye Images.

Gregor Blott, Masato Takami, Christian Heipke

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Multimodal Dense Stereo Matching.

Max Mehltretter, Sebastian P. Kleinschmidt, Bernardo Wagner, Christian Heipke

Proceedings of the Pattern Recognition - 40th German Conference, 2018

View-Aware Person Re-identification.

Gregor Blott, Jie Yu, Christian Heipke

Proceedings of the Pattern Recognition - 40th German Conference, 2018

2017

Data Acquisition, Automation.

Christian Heipke

Proceedings of the Encyclopedia of GIS., 2017

Spatial-temporal conditional random field based model for crop recognition in tropical regions.

Pedro Achanccaray Diaz, Raul Queiroz Feitosa, Franz Rottensteiner, Ieda Del'Arco Sanches, Christian Heipke

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation.

Victor Andres Ayma, Pedro Achanccaray Diaz, Raul Queiroz Feitosa, Patrick Nigri Happ, Gilson A. O. P. Costa, Tobias Klinger, Christian Heipke

IEEE Geosci. Remote. Sens. Lett., 2016

2015

Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery.

Thorsten Hoberg, Franz Rottensteiner, Raul Queiroz Feitosa, Christian Heipke

IEEE Trans. Geosci. Remote. Sens., 2015

Discrete Optimization for Optical Flow.

Moritz Menze, Christian Heipke, Andreas Geiger

Proceedings of the Pattern Recognition - 37th German Conference, 2015

2013

A two-layer Conditional Random Field for the classification of partially occluded objects.

Sergey Kosov, Pushmeet Kohli, Franz Rottensteiner, Christian Heipke

CoRR, 2013

Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields.

Sergey Kosov, Franz Rottensteiner, Christian Heipke

Proceedings of the Pattern Recognition - 35th German Conference, 2013

2012

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

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

Remote. Sens., 2012

Network snakes: graph-based object delineation with active contour models.

Matthias Butenuth, Christian Heipke

Mach. Vis. Appl., 2012

An open source object-based framework to extract landform classes.

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

Expert Syst. Appl., 2012

2011

In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets.

Ali Özgün Ok, Jan Dirk Wegner, Christian Heipke, Franz Rottensteiner, Uwe Soergel, Vedat Toprak

Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011

Estimating the Mutual Orientation in a Multi-camera System with a Non Overlapping Field of View.

Daniel Muhle, Steffen Abraham, Christian Heipke, Manfred Wiggenhagen

Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011

SVM-based road verification with partly non-representative training data.

Marcel Ziems, Christian Heipke, Franz Rottensteiner

Proceedings of the Joint Urban Remote Sensing Event, 2011

Classification of multitemporal remote sensing data of different resolution using Conditional Random Fields.

Thorsten Hoberg, Franz Rottensteiner, Christian Heipke

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010

A Marked Point Process for Modeling Lidar Waveforms.

Clément Mallet, Florent Lafarge, Michel Roux, Uwe Soergel, Frédéric Bretar, Christian Heipke

IEEE Trans. Image Process., 2010

2009

Lidar waveform modeling using a marked point process.

Clément Mallet, Florent Lafarge, Frédéric Bretar, Uwe Soergel, Christian Heipke

Proceedings of the International Conference on Image Processing, 2009

2008

Data Acquisition, Automation.

Christian Heipke

Proceedings of the Encyclopedia of GIS., 2008

Image-based quality assessment of road databases.

Markus Gerke, Christian Heipke

Int. J. Geogr. Inf. Sci., 2008

2007

Automatic extraction and delineation of single trees from remote sensing data.

Bernd-Michael Wolf, Christian Heipke

Mach. Vis. Appl., 2007

2006

The Radial Topology Algorithm - A New Approach for Deriving 2.5D GIS Data Models.

Ulrich Lenk, Christian Heipke

GeoInformatica, 2006

2005

Network Snakes-Supported Extraction of Field Boundaries from Imagery.

Matthias Butenuth, Christian Heipke

Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

2004

Semantically Correct 2.5D GIS Data - the Integration of a DTM and Topographic Vector Data.

Andreas Koch, Christian Heipke

Proceedings of the Developments in Spatial Data Handling, 2004

Camera Orientation of Mars Express Using DTM Information.

Christian Heipke, Heinrich Ebner, Ralph Schmidt, Michael Spiegel, Rüdiger Brand, Albert Baumgartner, Gerhard Neukum

Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003

Tree Supported Road Extraction from Arial Images Using Global and Local Context Knowledge.

Matthias Butenuth, Bernd-Michael Straub, Christian Heipke, Felicitas Willrich

Proceedings of the Computer Vision Systems, Third International Conference, 2003

2001

Multitemporale Luftbildinterpretation: Strategie und Anwendung.

Kian Pakzad, Stefan Growe, Christian Heipke, Claus-E. Liedtke

Künstliche Intell., 2001

1993

Wissensbasierte automatische Extraktion von semantischer Information aus Katasterkarten.

Helmut Mayer, Christian Heipke, Gerd Maderlechner

Proceedings of the Mustererkennung 1993, 1993

1992

Integration of Digital Image Matching and Multi Image Shape from Shading.

Christian Heipke

Proceedings of the Mustererkennung 1992, 1992

1991

Accuracy Potential of a Digital CCD Camera for Photogrammetric Applications.

Christian Heipke, M. Stephani, G. Strunz, R. Lenz

Proceedings of the Mustererkennung 1991, 1991

1990

Integration von Bildzuordnung, Punktbestimmung, Oberflächenrekonstruktion und Orthoprojektion innerhalb der digitalen Photogrammetrie.

Christian Heipke

PhD thesis, 1990