Christian Heipke

50 papers B 1C 4Journal 25Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing Land Use Efficiency Assessment Through Built-Up Area-Built-Up Volume Trajectories: Integrating Vertical Urban Growth into SDG 11.3.1 Monitoring.
ISPRS Int. J. Geo Inf.
Jojene R. Santillan, Mareike Dorozynski, Christian Heipke
2024 J jnl
Image-based Deep Learning for the time-dependent prediction of fresh concrete properties.
CoRR
Max Meyer, Amadeus Langer, Max Mehltretter, Dries Beyer, Max Coenen, Tobias Schack, Michael Haist, Christian Heipke
2024 J jnl
Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications.
CoRR
Markus Hillemann, Robert Langendörfer, Max Heiken, Max Mehltretter, Andreas Schenk, Martin Weinmann, Stefan Hinz, Christian Heipke, Markus Ulrich
2022 J jnl
ConsInstancy: Learning Instance Representations for Semi-Supervised Panoptic Segmentation of Concrete Aggregate Particles.
CoRR
Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist
2022 J jnl
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles.
Mach. Vis. Appl.
Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist
2022 J jnl
Learning to Sieve: Prediction of Grading Curves from Images of Concrete Aggregate.
CoRR
Max Coenen, Dries Beyer, Christian Heipke, Michael Haist
2021 J jnl
A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases.
CoRR
Chun Yang, Franz Rottensteiner, Christian Heipke
2021 J jnl
Feature detection and description for image matching: from hand-crafted design to deep learning.
Geo spatial Inf. Sci.
Lin Chen, Franz Rottensteiner, Christian Heipke
2021 J jnl
Gottfried Konecny: From draftsman to Professor emeritus - 75 years of involvement in photogrammetry and remote sensing.
Geo spatial Inf. Sci.
Christian Heipke, Deren Li
2021 J jnl
Semi-Supervised Segmentation of Concrete Aggregate Using Consensus Regularisation and Prior Guidance.
CoRR
Max Coenen, Tobias Schack, Dries Beyer, Christian Heipke, Michael Haist
2020 J jnl
Deep learning for geometric and semantic tasks in photogrammetry and remote sensing.
Geo spatial Inf. Sci.
Christian Heipke, Franz Rottensteiner
2019 J jnl
A label noise tolerant random forest for the classification of remote sensing data based on outdated maps for training.
Comput. Vis. Image Underst.
Alina E. Maas, Franz Rottensteiner, Christian Heipke
2019 — conf
CNN-Based Cost Volume Analysis as Confidence Measure for Dense Matching.
ICCV Workshops
Max Mehltretter, Christian Heipke
2019 J jnl
CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching.
CoRR
Max Mehltretter, Christian Heipke
2019 — conf
Robustifying Relative Orientations With Respect to Repetitive Structures and Very Short Baselines for Global SfM.
CVPR Workshops
Xin Wang, Teng Xiao, Michael Gruber, Christian Heipke
2018 C conf
A Hybrid Approach for Delineation of Building Footprints From Space-borne Stereo Images.
IGARSS
Gholam Reza Dini, Karsten Jacobsen, Franz Rottensteiner, Mehdi Ravanbakhsh, Paolo Gamba, Christian Heipke
2018 — conf
GPU-enhanced Multimodal Dense Matching.
NORCAS
Nicolai Behmann, Max Mehltretter, Sebastian P. Kleinschmidt, Bernardo Wagner, Christian Heipke, Holger Blume
2018 J jnl
Integrity and Collaboration in Dynamic Sensor Networks.
Sensors
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
2018 — conf
Multimodal Dense Stereo Matching.
GCPR
Max Mehltretter, Sebastian P. Kleinschmidt, Bernardo Wagner, Christian Heipke
2018 — conf
Semantic Segmentation of Fisheye Images.
ECCV Workshops (1)
Gregor Blott, Masato Takami, Christian Heipke
2018 — conf
View-Aware Person Re-identification.
GCPR
Gregor Blott, Jie Yu, Christian Heipke
2017 — ch.
Data Acquisition, Automation.
Encyclopedia of GIS
Christian Heipke
2017 C conf
Spatial-temporal conditional random field based model for crop recognition in tropical regions.
IGARSS
Pedro Achanccaray Diaz, Raul Queiroz Feitosa, Franz Rottensteiner, Ieda Del'Arco Sanches, Christian Heipke
2016 J jnl
Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Victor Andres Ayma, Pedro Achanccaray Diaz, Raul Queiroz Feitosa, Patrick Nigri Happ, Gilson A. O. P. Costa, Tobias Klinger, Christian Heipke
2015 J jnl
Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens.
Thorsten Hoberg, Franz Rottensteiner, Raul Queiroz Feitosa, Christian Heipke
2015 — conf
Discrete Optimization for Optical Flow.
GCPR
Moritz Menze, Christian Heipke, Andreas Geiger
2013 J jnl
A two-layer Conditional Random Field for the classification of partially occluded objects.
CoRR
Sergey Kosov, Pushmeet Kohli, Franz Rottensteiner, Christian Heipke
2013 — conf
Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields.
GCPR
Sergey Kosov, Franz Rottensteiner, Christian Heipke
2012 J jnl
An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning.
Remote. Sens.
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
2012 J jnl
An open source object-based framework to extract landform classes.
Expert Syst. Appl.
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
2012 J jnl
Network snakes: graph-based object delineation with active contour models.
Mach. Vis. Appl.
Matthias Butenuth, Christian Heipke
2011 — conf
Classification of multitemporal remote sensing data of different resolution using Conditional Random Fields.
ICCV Workshops
Thorsten Hoberg, Franz Rottensteiner, Christian Heipke
2011 — conf
Estimating the Mutual Orientation in a Multi-camera System with a Non Overlapping Field of View.
PIA
Daniel Muhle, Steffen Abraham, Christian Heipke, Manfred Wiggenhagen
2011 — conf
In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets.
PIA
Ali Özgün Ok, Jan Dirk Wegner, Christian Heipke, Franz Rottensteiner, Uwe Soergel, Vedat Toprak
2011 — conf
SVM-based road verification with partly non-representative training data.
JURSE
Marcel Ziems, Christian Heipke, Franz Rottensteiner
2010 J jnl
A Marked Point Process for Modeling Lidar Waveforms.
IEEE Trans. Image Process.
Clément Mallet, Florent Lafarge, Michel Roux, Uwe Soergel, Frédéric Bretar, Christian Heipke
2009 B conf
Lidar waveform modeling using a marked point process.
ICIP
Clément Mallet, Florent Lafarge, Frédéric Bretar, Uwe Soergel, Christian Heipke
2008 — ch.
Data Acquisition, Automation.
Encyclopedia of GIS
Christian Heipke
2008 J jnl
Image-based quality assessment of road databases.
Int. J. Geogr. Inf. Sci.
Markus Gerke, Christian Heipke
2007 J jnl
Automatic extraction and delineation of single trees from remote sensing data.
Mach. Vis. Appl.
Bernd-Michael Wolf, Christian Heipke
2006 J jnl
The Radial Topology Algorithm - A New Approach for Deriving 2.5D GIS Data Models.
GeoInformatica
Ulrich Lenk, Christian Heipke
2005 — conf
Network Snakes-Supported Extraction of Field Boundaries from Imagery.
DAGM-Symposium
Matthias Butenuth, Christian Heipke
2004 — conf
Camera Orientation of Mars Express Using DTM Information.
DAGM-Symposium
Christian Heipke, Heinrich Ebner, Ralph Schmidt, Michael Spiegel, Rüdiger Brand, Albert Baumgartner, Gerhard Neukum
2004 C conf
Semantically Correct 2.5D GIS Data - the Integration of a DTM and Topographic Vector Data.
SDH
Andreas Koch, Christian Heipke
2003 C conf
Tree Supported Road Extraction from Arial Images Using Global and Local Context Knowledge.
ICVS
Matthias Butenuth, Bernd-Michael Straub, Christian Heipke, Felicitas Willrich
2001 J jnl
Multitemporale Luftbildinterpretation: Strategie und Anwendung.
Künstliche Intell.
Kian Pakzad, Stefan Growe, Christian Heipke, Claus-E. Liedtke
1993 — conf
Wissensbasierte automatische Extraktion von semantischer Information aus Katasterkarten.
DAGM-Symposium
Helmut Mayer, Christian Heipke, Gerd Maderlechner
1992 — conf
Integration of Digital Image Matching and Multi Image Shape from Shading.
DAGM-Symposium
Christian Heipke
1991 — conf
Accuracy Potential of a Digital CCD Camera for Photogrammetric Applications.
DAGM-Symposium
Christian Heipke, M. Stephani, G. Strunz, R. Lenz
1990 — —
Integration von Bildzuordnung, Punktbestimmung, Oberflächenrekonstruktion und Orthoprojektion innerhalb der digitalen Photogrammetrie.
Christian Heipke