Christian Heipke

Orcid: 0000-0002-7007-9549

According to our database1, Christian Heipke authored at least 47 papers between 1990 and 2024.

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Bibliography

2024
Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications.
CoRR, 2024

Image-based Deep Learning for the time-dependent prediction of fresh concrete properties.
CoRR, 2024

2022
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles.
Mach. Vis. Appl., 2022

Learning to Sieve: Prediction of Grading Curves from Images of Concrete Aggregate.
CoRR, 2022

2021
Gottfried Konecny: From draftsman to Professor emeritus - 75 years of involvement in photogrammetry and remote sensing.
Geo spatial Inf. Sci., 2021

Feature detection and description for image matching: from hand-crafted design to deep learning.
Geo spatial Inf. Sci., 2021

Semi-Supervised Segmentation of Concrete Aggregate Using Consensus Regularisation and Prior Guidance.
CoRR, 2021

A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases.
CoRR, 2021

2020
Deep learning for geometric and semantic tasks in photogrammetry and remote sensing.
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A label noise tolerant random forest for the classification of remote sensing data based on outdated maps for training.
Comput. Vis. Image Underst., 2019

CNN-Based Cost Volume Analysis as Confidence Measure for Dense Matching.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Integrity and Collaboration in Dynamic Sensor Networks.
Sensors, 2018

GPU-enhanced Multimodal Dense Matching.
Proceedings of the 2018 IEEE Nordic Circuits and Systems Conference, 2018

A Hybrid Approach for Delineation of Building Footprints From Space-borne Stereo Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Semantic Segmentation of Fisheye Images.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Multimodal Dense Stereo Matching.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

View-Aware Person Re-identification.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

2017
Data Acquisition, Automation.
Proceedings of the Encyclopedia of GIS., 2017

Spatial-temporal conditional random field based model for crop recognition in tropical regions.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2016

2015
Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

Discrete Optimization for Optical Flow.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

2013
A two-layer Conditional Random Field for the classification of partially occluded objects.
CoRR, 2013

Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

2012
An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning.
Remote. Sens., 2012

Network snakes: graph-based object delineation with active contour models.
Mach. Vis. Appl., 2012

An open source object-based framework to extract landform classes.
Expert Syst. Appl., 2012

2011
In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets.
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.
Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011

SVM-based road verification with partly non-representative training data.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Classification of multitemporal remote sensing data of different resolution using Conditional Random Fields.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
A Marked Point Process for Modeling Lidar Waveforms.
IEEE Trans. Image Process., 2010

2009
Lidar waveform modeling using a marked point process.
Proceedings of the International Conference on Image Processing, 2009

2008
Data Acquisition, Automation.
Proceedings of the Encyclopedia of GIS., 2008

Image-based quality assessment of road databases.
Int. J. Geogr. Inf. Sci., 2008

2007
Automatic extraction and delineation of single trees from remote sensing data.
Mach. Vis. Appl., 2007

2006
The Radial Topology Algorithm - A New Approach for Deriving 2.5D GIS Data Models.
GeoInformatica, 2006

2005
Network Snakes-Supported Extraction of Field Boundaries from Imagery.
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.
Proceedings of the Developments in Spatial Data Handling, 2004

Camera Orientation of Mars Express Using DTM Information.
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.
Proceedings of the Computer Vision Systems, Third International Conference, 2003

2001
Multitemporale Luftbildinterpretation: Strategie und Anwendung.
Künstliche Intell., 2001

1993
Wissensbasierte automatische Extraktion von semantischer Information aus Katasterkarten.
Proceedings of the Mustererkennung 1993, 1993

1992
Integration of Digital Image Matching and Multi Image Shape from Shading.
Proceedings of the Mustererkennung 1992, 1992

1991
Accuracy Potential of a Digital CCD Camera for Photogrammetric Applications.
Proceedings of the Mustererkennung 1991, 1991

1990
Integration von Bildzuordnung, Punktbestimmung, Oberflächenrekonstruktion und Orthoprojektion innerhalb der digitalen Photogrammetrie.
PhD thesis, 1990


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