Publications
Peer-Reviewed Literature
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(2022): Coordinate Frames and Transformations in GNSS Ray-Tracing for Autonomous Driving in Urban Areas, Remote Sensing, 15(1):180
DOI: 10.3390/rs15010180 -
(2022): LUMPI: The Leibniz University Multi-Perspective Intersection Dataset, IEEE Intelligent Vehicles Symposium (IV), pp. 1127-1134
DOI: 10.1109/IV51971.2022.9827157 -
(2022): VEHICLE INSTANCE SEGMENTATION WITH ROTATED BOUNDING BOXES IN UAV IMAGES USING CNN, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences V-1-2022, pp. 15–23.
DOI: 10.5194/isprs-annals-V-1-2022-15-2022 -
(2022): Multipath Characterization Using Ray-Tracing in Urban Trenches, In: International Association of Geodesy Symposia, Freymueller, J. (Ed.), Springer, Berlin, Heidelberg More info
DOI: 10.1007/1345_2022_166 -
(2022): GNSS Feature Map: Representation of Signal Propagation-related Features in Urban Trenches, Proceedings of the 2022 International Technical Meeting of The Institute of Navigation, Long Beach, California, January 2022, pp. 701-711
DOI: 10.33012/2022.18171 -
(2022): Performance Assessement of GNSS RTK Positioning in Urban Environments: Outlier Detection versus 3DMA-FDE, Proceedings of the 35th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2022), September 19-23, pp. 2649-2663, Denver, Colorado, USA
DOI: 10.33012/2022.18510 -
(2022): Diffraction Modeling for Improved 3DMA GNSS Urban Navigation, Proceedings of the 35th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2022), Sept. 19-23, pp. 1902-1916, Denver, Colorado, USA
DOI: 10.33012/2022.18541 -
(2022): Towards Integrity for GNSS-based urban navigation–challenges and lessons learned, In 2022 IEEE Intelligent Vehicles Symposium (IV), pp. 1774-1781. IEEE
DOI: 10.1109/IV51971.2022.9827402
ISBN: 978-1-6654-8821-1 -
(2022): Advances in Deterministic Approaches for Bounding Uncertainty and Integrity Monitoring of Autonomous Navigation, Proceedings of the 35th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2022), Denver, Colorado, September, pp. 1442-1454
DOI: 10.33012/2022.18418 -
(2022): Deterministic approaches for bounding GNSS uncertainty: A comparative analysis, In: 2022 10th Workshop on Satellite Navigation Technology (NAVITEC), Noordwijk, Netherlands, 2022, pp. 1-8. IEEE.
DOI: 10.1109/NAVITEC53682.2022.9847545 -
(2022): Joint Estimation of Depth and its Uncertainty from Stereo Images using Bayesian Deep Learning, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, pp.69-78
DOI: 10.5194/isprs-annals-V-2-2022-69-2022 -
(2022): Cooperative Visual Localisation Considering Dynamic Objects, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 169-177
DOI: 10.5194/isprs-annals-V-1-2022-169-2022 -
(2022): Recursive Gauss-Helmert model with equality constraints applied to the efficient system calibration of a 3D laser scanner, Journal of Applied Geodesy, vol. 16, no. 1, 2022, pp. 37-57
DOI: 10.1515/jag-2021-0026 -
(2021): Maximum consensus localization using lidar sensors, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 9–16
DOI: 10.5194/isprs-annals-V-2-2021-9-2021 -
(2021): Pose estimation and 3D reconstruction of vehicles from stereo-images using a subcategory-aware shape prior, ISPRS Journal of Photogrammetry and Remote Sensing 181(2021): 27-47
DOI: 10.1016/j.isprsjprs.2021.07.006 -
(2021): Improved velocity estimation in urban areas using Doppler observations, International Conference on Localization and GNSS (ICL-GNSS), (ICL-GNSS), 1-7
DOI: 10.1109/ICL-GNSS51451.2021.9452243 -
(2021): Performance Evaluation of GNSS Receiver Clock Modelling in Urban Navigation using Geodetic and High-Sensitivity Receivers, The Journal of Navigation
DOI: 10.1017/S0373463321000710 -
(2021): Kalman filter and correlated measurement noise: the Variance inflation factor, IEEE Transactions on Aerospace and Electronic System
DOI: 10.1109/TAES.2021.3103564 -
(2021): Aleatoric Uncertainty Estimation for Dense Stereo Matching via CNN-based Cost Volume Analysis, ISPRS Journal of Photogrammetry and Remote Sensing, pp. 63-75
DOI: 10.1016/j.isprsjprs.2020.11.003 -
(2021): Information-Based Georeferencing of an Unmanned Aerial Vehicle by Dual State Kalman Filter with Implicit Measurement Equations, Remote Sensing, Jan. 2021, 13(16):3205
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(2021): Improved Observation Interval Bounding for Multi-GNSS Integrity Monitoring in Urban Navigation, Proceedings of the 34th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2021), St. Louis, Missouri, September 2021, pp. 4141-4156
DOI: 10.33012/2021.18078 -
(2021): Improved Inertial Navigation With Cold Atom Interferometry, Gyroscopy and Navigation, 12(4):294–307
DOI: 10.1134/S207510872104009X
ISSN: 2075-1087 -
(2021): Mixed Probability Models for Aleatoric Uncertainty Estimation in the Context of Dense Stereo Matching, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, pp.17-26
DOI: 10.5194/isprs-annals-V-2-2021-17-2021 -
(2020): Predictive Path Following and Collision Avoidance of Autonomous Connected Vehicles, Algorithms, 13(3):1–13
DOI: 10.3390/a13030052 -
(2020): Reliable Bounding Zones and Inconsistency Measures for GPS Positioning using Geometrical Constraints, Acta Cybernetica, 24(3):573-591
DOI: 10.14232/actacyb.24.3.2020.16 -
(2020): Spatio-Temporal Research Data Infrastructure in the Context of Autonomous Driving, ISPRS Int. J. Geo-Inf. 2020, 9, 626
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(2020): Performance Evaluation Of Geodetic Real Time Kinematic Units Under Various Signal Reception Conditions, The European Navigation Conference (ENC), November 23-24, Virtual Conference, Dresden, Germany
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(2020): Geometry-Based Regularisation for Dense Image Matching via Uncertainty-Driven Depth Propagation, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences Vol. V-2-2020, S. 151–159
DOI: 10.5194/isprs-annals-V-2-2020-151-2020 -
(2020): Evaluating the Urban Trench Model for Improved GNSS Positioning in Urban Areas, IEEE/ION Position, Location and Navigation Symposium (PLANS), April 20-23, Portland, OR, USA
DOI: 10.1109/PLANS46316.2020.9109998
ISBN: 978-1-7281-0244-3 -
(2020): Doppler As A Quality Indicator For GNSS-based Urban Navigation - An Evaluation With Different Receivers And Clocks, European Navigation Conference (ENC), November 23-24, Virtual Conference, Dresden, Germany
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(2020): Performance of miniaturized atomic clocks in static laboratory and dynamic flight environments, GPS Solutions 25, 5 (2021)
DOI: 10.1007/s10291-020-01036-4 -
(2020): Influence of Receiver Clock Modeling in GNSS-based Flight Navigation: Concepts and Experimental Results, IEEE/ION Position, Location and Navigation Symposium (PLANS), April 20-23, Portland, OR, USA
DOI: 10.1109/PLANS46316.2020.9109925
ISBN: 978-1-7281-0244-3 -
(2020): Comparison and Evaluation of Clock-aided and Classical Multi-GNSS Flight Navigation, 2020 European Navigation Conference (ENC), Dresden, Germany, 2020, pp. 1-10
DOI: 10.23919/ENC48637.2020.9317438 -
(2020): Uncertainty Estimation for End-To-End Learned Dense Stereo Matching via Probabilistic Deep Learning, In: ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences Vol. V-2-2020, S. 161–169
DOI: 10.5194/isprs-annals-V-2-2020- 161-2020 -
(2020): Information-Based Georeferencing by Dual State Iterated Extended Kalman Filter with Implicit Measurement Equations and Nonlinear Geometrical Constraints, IEEE 23rd International Conference on Information Fusion (FUSION) 2020, S. 1-9
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(2020): 3D Pedestrian Tracking Using Local Structure Constraints, ISPRS Journal of Photogrammetry and Remote Sensing (166), 347-358
DOI: 10.1016/j.isprsjprs.2020.05.002 -
(2020): Conditional Adversarial Networks for Multimodal Photo-Realistic Point Cloud Rendering, PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science
DOI: 10.1007/s41064-020-00114-z -
(2020): Geometry-based Point Cloud Classification using Height Distributions, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences Vol. V-2-2020, S. 259–266
DOI: 10.5194/isprs-annals-V-2-2020-259-2020 -
(2020): Characterisation of GNSS Carrier Phase Data on a Moving Zero-Baseline in Urban and Aerial Navigation, Sensors 2020, 20(14), 4046
DOI: 10.3390/s20144046 -
(2020): Integrity - a topic for photogrammetry?, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLIII-B1-2020, 2020 XXIV ISPRS Congress (2020 edition)
DOI: 10.5194/isprs-archives-XLIII-B1-2020-565-2020 -
(2020): High-Precision 3D Object Capturing with Static and Kinematic Terrestrial Laser Scanning in Industrial Applications - Approaches of Quality Assessment, Remote Sensing 12(2), 290
DOI: 10.3390/rs12020290 -
(2020): Dedicated calculation strategy for atom interferometry sensors in inertial navigation, IEEE/ION Position, Location and Navigation Symposium (PLANS), April 20-23, Portland, OR, USA
DOI: 10.1109/PLANS46316.2020.9110142
ISBN: 978-1-7281-0244-3 -
(2020): Precision of visual localization using dynamic ground control points, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B1-2020, 363-370
DOI: 10.5194/isprs-archives-XLIII-B1-2020-363-2020 -
(2020): Efficient Algorithms for Synchronizing Localization Sensors Under Interval Uncertainty, Reliable Computing (Interval Computations) Vol. 27, No. 1, S. 1–11
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(2020): Set-Membership Extrinsic Calibration of a 3D LiDAR and a Camera, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, NV, USA, Oct. 2020, accepted
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(2020): Odometry under Interval Uncertainty: Towards Optimal Algorithms, with Potential Application to Self-Driving Cars and Mobile Robots, Reliable Computing (Interval Computations) Vol. 27, No. 1, S. 12–20
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(2019): Distributed Nonlinear Model Predictive Control for Connected Vehicles Trajectory Tracking and Collision Avoidance with Ellipse Geometry, ION GNSS+ 2019, Miami, USA
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(2019): Multi-view Person Re-identification in a Fisheye Camera Network with Different Viewing Directions, PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science
DOI: 10.1007/s41064-019-00083-y -
(2019): Fast converging elitist genetic algorithm for knot adjustment in B-spline curve approximation, Journal of Applied Geodesy Vol. 13, No. 4, S. 317–328
DOI: 10.1515/jag-2018-0015 -
(2019): Georeferencing of an unmanned aerial system by means of an iterated extended Kalman filter using a 3D City Model, Journal of Photogrammetry, Remote Sensing and Geoinformation Science (PFG) Vol. 87, No. 5-6, S. 229–248
DOI: 10.1007/s41064-019-00084-x
ISSN: 2512-2819 -
(2019): Discrete Reversible Jump Markov Chain Monte Carlo Trajectory Clustering, 2019 IEEE Intelligent Transportation Systems Conference (ITSC), S. 1475-1481
DOI: 10.1109/ITSC.2019.8917150 -
(2019): Probabilistic vehicle reconstruction using a multi-task CNN, IEEE International Conference on Computer Vision Workshops (ICCV Workshops), S. 822–831
DOI: 10.1109/ICCVW.2019.00110 -
(2019): Precise vehicle reconstruction for autonomous driving applications, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences IV-2/W5, pp. 21-28 More info
DOI: 10.5194/isprs-annals-IV-2-W5-21-2019 -
(2019): Reliability and Integrity Measures of GPS Positioning via Geometrical Constraints, Proceedings of the 2019 International Technical Meeting of The Institute of Navigation, Reston, Virginia, January 2019, pp. 730-743
DOI: 10.33012/2019.16722 -
(2019): Optimizing Sensor Combinations and Processing Parameters in Dynamic Sensor Networks, Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019), Miami, Florida, September 2019, pp. 2048-2062
DOI: 10.33012/2019.16885 -
(2019): Collaborative navigation simulation tool using Kalman filter with implicit constraints, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W5, 559-566
DOI: 10.5194/isprs-annals-IV-2-W5-559-2019 -
(2019): The stochastic model for Global Navigation Satellite Systems and terrestrial laser scanning observations: A proposal to account for correlations in least squares adjustment, Journal of Applied Geodesy, Band 13, Heft 2, S. 93-104
DOI: 10.1515/jag-2018-0019 -
(2019): CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching, IEEE International Conference on Computer Vision Workshops (ICCV Workshops)
DOI: 10.1109/ICCVW.2019.00262 -
(2019): Confidence-aware pedestrian tracking using a stereo camera, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences IV-2/W5, pp. 53-60
DOI: 10.5194/isprs-annals-IV-2-W5-53-2019 -
(2019): Ellipsoidal and Gaussian Kalman Filter Model for Discrete-Time Nonlinear Systems, Mathematics Vol. 7, No. 12, S. 1168
DOI: 10.3390/math7121168 -
(2019): Georeferencing of Laser Scanner-Based Kinematic Multi-Sensor Systems in the Context of Iterated Extended Kalman Filters Using Geometrical Constraints, Sensors. Jg. 19, No. 10, 1–22
DOI: 10.3390/s19102280 -
(2018): GPU-enhanced Multimodal Dense Matching, IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC)
DOI: 10.1109/ NORCHIP.2018.8573526 -
(2018): Semantic Segmentation of Fisheye Images, Computer Vision – ECCV 2018 Workshops. Hrsg. von L. Leal-Taixé und S. Roth. Cham: Springer International Publishing, S. 181–196
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(2018): View-Aware Person Re-Identification, Pattern Recognition. Hrsg. von T. Brox, A. Bruhn und M. Fritz. Cham: Springer International Publishing, S. 46–59.
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(2018): Generation and communication of dynamic maps using light projection, Proc. Int. Cartogr. Assoc., 1, 16, 2018
DOI: 10.5194/ica-proc-1-16-2018 -
(2018): Recovering the 3D pose and shape of vehicles from stereo images, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. IV-2, S. 73–80
DOI: 10.5194/isprs-annals-iv-2-73-2018 -
(2018): Comparison of Different Bounding Methods for Providing GPS Integrity Information, Proceedings of IEEE/ION PLANS
DOI: 10.1109/PLANS.2018.8373401 -
(2018): Evaluating a LKF Simulation Tool for Collaborative Navigation Systems, Proceedings of IEEE/ION PLANS
DOI: 10.1109/plans.2018.8373539 -
(2018): Multimodal Dense Stereo Matching, Bronx T., Bruhn A. (Eds.): Pattern recognition – 40th German Conference GCPR Stuttgart, LNCS 11269, Springer, 407-421
DOI: 10.1007/978-3-030-12939-2_28 -
(2018): Conditional adversarial networks for multimodal photorealistic point cloud rendering, Proceedings of the Spatial Big Data and Machine Learning in GIScience, Workshop at GIScience, S. 48–53
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(2018): Geo-Referencing of a Multi-Sensor System Based on Set-Membership Kalman Filter, 2018 21st International Conference on Information Fusion (FUSION)
DOI: 10.23919/ICIF.2018.8455763 -
(2018): Iterated Extended Kalman Filter with Implicit Measurement Equation and Nonlinear Constraints for Information-Based Georeferencing, 21st International Conference on Information Fusion (FUSION)
DOI: 10.23919/icif.2018.8455258 -
(2018): Timestamp Offset Calibration for an IMU- Camera System Under Interval Uncertainty, IEEE International Conference on Intelligent Robots and Systems (IROS), October 1-5, Madrid, Spain
DOI: 10.1109/IROS.2018.8594237 -
(2018): Finding Timestamp Offsets for a Multi-Sensor System Using Sensor Observations, Photogrammetric Engineering & Remote Sensing
DOI: 10.14358/pers.84.6.357 -
(2017): Comprehensive and Highly Accurate Measurements of Crane Runways, Profiles and Fastenings, Sensors Vol. 17, No. 5
DOI: 10.3390/s17051118 -
(2017): Development of a simulation tool for collaborative navigation systems, 14th Workshop on Positioning, Navigation and Communications (WPNC), S. 1–6
DOI: 10.1109/WPNC.2017.8250074 -
(2017): Development of a simulation tool for collaborative navigation systems, 14th Workshop on Positioning, Navigation and Communications (WPNC), S. 1–6
DOI: 10.1109/WPNC.2017.8250074 -
(2017): Taking into Account Interval (and Fuzzy) Uncertainty Can Lead to More Adequate Statistical Estimates, Fuzzy Logic in Intelligent System Design. NAFIPS 2017
DOI: 10.1007/978-3-319-67137-6_41 -
(2017): Timestamp Offset Determination between an Acuated Laser Scanner and its Corresponding Motor, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences
DOI: 10.5194/isprs-annals-IV-1-W1-99-2017 -
(2016): Accurate Indoor Georeferencing with Kinematic Multi Sensor Systems, IEEE International Conference on Indoor Positioning and Indoor Navigation (IPIN) 2016, Alcalá de Henares (Madrid), Spain, October 4-7, 2016, p. 8
DOI: 10.1109/IPIN.2016.7743601
Book | Book review
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(2020): Why LASSO, EN, and CLOT: Invariance-Based Explanation, Duc Trung, N.; Ngoc Thach, Nguyen; Kreinovich, V. (eds.): Data Science for Financial Econometrics, Springer, to appear
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(2020): How to Gauge a Combination of Uncertainties of Different Type: General Foundations, Sriboonchitta, S., Kreinovich, V. and Yamaka, W. (eds.): Behaviorial Predictive Modeling in Economics, Springer, Cham, Switzerland, 2021, pp. 195-201
Dissertation | Habilitation
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(2021): Uncertainty Estimation for Dense Stereo Matching using Bayesian Deep Learning
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(2020): Multi-View Person Re-Identification, Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover, Nr. 356, ISSN 0174-1454. Gleichzeitig veröffentlicht in: Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften, Reihe C, Nr. 847 More info
ISBN: 978-3-7696-5259-8 -
(2020): Probabilistic Pose Estimation and 3D Reconstruction of Vehicles from Stereo Images, Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover, Nr. 362, ISSN 0174-1454. Gleichzeitig veröffentlicht in: Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften, Reihe C, Nr. 857 More info
ISBN: 978-3-7696-5269-7 -
(2020): Simulation Framework for Collaborative Navigation: Development - Analysis – Optimization, Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften, Reihe C, Nr. 855, München 2020 (Gleichzeitig veröffentlicht in: Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Universität Hannover ISSN 0174-1454, Nr. 363, Hannover 2020) More info
ISBN: 978-3-7696-5267-3 -
(2020): 3D Pedestrian Tracking Using Neighbourhood Constraints, Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften, Reihe C, Nr. 854, München, (identisch mit / identical with: Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Universität Hannover ISSN 0174-1454, Nr. 358, Hannover 2020) More info
ISBN: 978-3-7696-5266-6 -
(2020): Kalman Filtering with State Constraints Applied to Multi-sensor Systems and Georeferencing, Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften, Reihe C, Nr. 856 (gleichzeitig veröffentlicht in: Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Universität Hannover ISSN 0174-1454, Nr. 364, Hannover 2020 More info
ISBN: 978-3-7696-5268-0 -
(2020): Bounded-error visual-LiDAR odometry on mobile robots under consideration of spatiotemporal uncertainties, Hannover: Gottfried Wilhelm Leibniz Universität, Diss., 2020, xvi, 185 S.
DOI: 10.15488/9932
Non Peer-Reviewed Literature
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(2022): On the Prediction of Network RTK Integrity Performance in Urban Environments, In: 10th ESA Workshop on Satellite Navigation Technologies and European Workshop on GNSS Signals and Signal Processing (NAVITEC), April 6-7, Noordwijk, The Netherlands
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(2021): How to Detect Possible Additional Outliers: Case of Interval Uncertainty, Reliable Computing 28, 101
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(2021): Information-Based Georeferencing of Multi-Sensor-Systems by Particle Filter with Implicit Measurement Equations, EasyChair, 2021 Aug 27, accepted
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(2021): Analysis of the Carrier Phase Multipath Error in the Context of Correction Maps for Urban Navigation, European Navigation Conference Edinburgh: Royal Institute of Navigation
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(2021): Integration of atom interferometers and inertial measurement units to improve navigation performance, 28th Saint Petersburg International Conference on Integrated Navigation Systems (ICINS). Piscataway, NJ, IEEE
DOI: 10.23919/ICINS43216.2021.9470809 -
(2021): Performance evaluation of a three-dimensional cold atom interferometer based inertial navigation system, DGON Inertial Sensors and Systems (ISS), 1-20
DOI: 10.1109/ISS52949.2021.9619776 -
(2020): When Can We Be Sure that Measurement Results Are Consistent: 1-D Interval Case and Beyond, Applied Mathematics Commons and Computer Engineering Commons More info
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(2020): Damage Detection for Port Infrastructure by Means of Machine-Learning-Algorithms, FIG Working Week in Amsterdam, submitted
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(2020): Learning the 3D pose of vehicles from 2D vehicle patches, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. 43. International Society for Photogrammetry und Remote Sensing, (accepted, to appear)
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(2020): Creating multi-temporal maps of urban environments for improved localization of autonomous vehicles, The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 43 (2020), 317-323
DOI: 10.5194/isprs-archives-XLIII-B2-2020-317-2020 -
(2019): Geo-Referenzierung von Unmanned Aerial Systems über Laserscannermessungen und 3D-Gebäudemodelle, DVW e. V. (Hg.): Terrestrisches Laserscanning 2019 (TLS 2019). DVW-Schriftenreihe, Band 96, Wißner-Verlag, Augsburg, 2019, S. 63-74
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(2019): Active shape model precision analysis of vehicle detection in 3D LiDAR point clouds, International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, XLII-2/W13, 21-26
DOI: 10.5194/isprs-archives-XLII-2-W13-21-2019 -
(2019): Interval-based Fault Detection and Exclusion for GNSS, Book of Abstracts of the 12th Summer Workshop on Interval Methods, SWIM 2019, Palaiseau, France
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(2019): Automatic Generation of Large Point Cloud Training Datasets Using Label Transfer, 39. Wissenschaftlich-Technische Jahrestagung der DGPF e.V., 20. – 22. Februar 2019 in Wien, Thomas P. Kersten (Hrsg.)
ISSN: 0942-2870 -
(2019): Joint Classification of ALS and DIM Point Clouds, ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLII-2/W13, S. 1113–1120
DOI: 10.5194/isprs-archives-XLII-2-W13-1113-2019 -
(2019): Impact of uncertainties in atom interferometry on strapdown navigation solutions, Proceedings of DGON Inertial Sensors and Systems (ISS), Braunschweig, Germany, 10.-11. September 2019
DOI: 10.1109/ISS46986.2019.8943632 -
(2019): Extrinsic Calibration Between a 3D Laser Scanner and a Camera Under Interval Uncertainty, Book of Abstracts of the 12th Summer Workshop on Interval Methods (SWIM 2019), Palaiseau, France
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(2018): Steering a GNSS Low-cost Receiver with a Chip Scale Atomic Clock and its Impact on PVT Estimation, Proceedings of the 9th European Space Agency (ESA) Workshop on Satellite Navigation Technologies and European Workshop on GNSS Signals and Signal Processing NAVITEC, S. 1–8
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(2018): Smart Phone Accuracy of Multi-Camera Pedestrian Tracking in Overlapping Fields of View, Publikationen der DGPF, Band 27, S. 86–102
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(2018): High Definition Mapping Using LiDAR Traced Trajectories, Publikationen der DGPF, Band 27, S. 376–388
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(2018): Guaranteed Bounding Zones for GNSS Positioning by Geometrical Constraints, Book of Abstracts of the 11th Summer Workshop on Interval Methods (SWIM 2018). Rostock, Germany
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(2018): Illumination Invariant Dense Image Matching based on Sparse Features, 38. Wissenschaftlich-Technische Jahrestagung der DGPF und PFGK18 Tagung in München, Band 27, 584-596
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(2018): Object Proposals for Pedestrian Detection in Stereo Images, 38. Wissenschaftlich-Technische Jahrestagung der DGPF und PFGK18 Tagung in München, Band 27, 611-623. More info
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(2018): Exploring ALS and DIM data for semantic segmentation using CNNs, ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLII-1, S. 347–354
DOI: 10.5194/isprs-archives-XLII-1-347-2018 -
(2018): Classification of laser scanning data using deep learning, 38th Scientific Technical Annual Meeting of the German Society for Photogrammetry, Remote Sensing and Geoinformation. Bd. 27
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(2018): Why Student Distributions? Why Matern’s Covariance Model? A Symmetry-Based Explanation, In: Anh L., Dong L., Kreinovich V., Thach N. (eds) Econometrics for Financial Applications. ECONVN 2018. Studies in Computational Intelligence, vol 760. Springer, Cham
DOI: 10.1007/978-3-319-73150-6_21 -
(2018): A new Kalman filter model for nonlinear systems based on ellipsoidal bounding
arXiv: 1802.02970 -
(2018): An Autonomous Transportation Vehicle for Algorithm and Sensor Testing, Proceedings of Navitec 2018, December 5.-7., Noordwijk, The Netherlands
DOI: 10.15488/4959 -
(2018): Generalisierung mittels Deep Learning (CNN) am Beispiel der Straßenextraktion aus GPS-Trajektorien, 38th Scientific Technical Annual Meeting of the German Society for Photogrammetry, Remote Sensing and Geoinformation. Bd. 27.
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(2018): RGB-Laser Odometry Under Interval Uncertainty for Guaranteed Localization, Book of Abstracts of the 11th Summer Workshop on Interval Methods (SWIM 2018)
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(2017): Bifocal Stereo for Multipath Person Re-Identification, ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Bd. XLII-2/W8, S. 37–44
DOI: 10.5194/isprs-archives-XLII-2-W8-37-2017 -
(2017): Einfluss des Farbigen Rauschens auf die Genauigkeit der Strapdown Inertialnavigationssysteme- Simulationsergebnisse, Geodätische Woche 2017, Berlin
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(2017): Could Cold Atom Interferometry Sensors be the Future Inertial Sensors? – First Simulation Results, DGON Inertial Sensors and Systems (ISS). IEEE, S. 1–20
DOI: 10.1109/InertialSensors.2017.8171500 -
(2017): Detection and 3D Modelling of Vehicles from Terrestrial Stereo Image Pairs, ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
DOI: 10.5194/isprs-archives-XLII-1-W1-505-2017 -
(2017): Possible Explanation of Empirical Values of the Matern Smoothness Parameter for the Temporal Covariance of GPS Measurements, Applied Mathematical Sciences, 11(35):1733-1737
DOI: DOI: 10.12988/ams.2017.75186 -
(2017): Assessing Temporal Behavior in Lidar Point Clouds of Urban Environments, ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
DOI: 10.5194/isprs-archives-XLII-1-W1-543-2017 -
(2016): Interval-based reliability and integrity measures, Proc. ESA Navitec 2016
Presentations | Posters
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(2022): DEEP LEARNING-BASED TRACKING OF MULTIPLE OBJECTS IN THE CONTEXT OF FARM ANIMAL ETHOLOGY, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
DOI: 10.5194/isprs-archives-XLIII-B2-2022-509-2022 -
(2022): An investigation of interval and set-based uncertainty representation for GNSS navigation, In: 13th Summer Workshop on Interval Methods, July 19-21, Hannover, Germany
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(2022): How to determine uncertainty interval: Practice in GNSS and LiDAR localization, In: 13th Summer Workshop on Interval Methods, July 19-21, Hannover, Germany
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(2022): Deterministic approaches for bounding GNSS uncertainty: A comparative analysis, In:10th ESA Workshop on Satellite Navigation Technologies and European Workshop on GNSS Signals and Signal Processing (NAVITEC), April 6-7, Noordwijk, The Netherlands
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(2022): Intervals in Fault-Free Error Modeling for GNSS Applications, In: International Online Seminar on Interval Methods in Control Engineering, Oct 28, 2022, Online
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(2021): Learning Multi-Modal Features for Dense Matching-Based Confidence Estimation, ISPRS Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 91-99
DOI: 10.5194/isprs-archives-XLIII-B2-2021-91-2021 -
(2021): The Benefit of Accelerometers based on Cold Atom Interferometry for Future Satellite Gravity Missions, Scientific Assembly of the International Association of Geodesy (IAG), June 28 - July 2, 2021, Beijing, China (online)
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(2021): Improving Multi-GNSS Solutions with 3D Building Model and Tree Information, FIG e-Working Week 2021, Smart Surveyors for Land and Water Management, Virtual, June 21–25, online, Paper No. 11028
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(2021): Vernetzte dynamische Sensorplattformen: Mehr Fahrzeuge -bessere Performance?, Münchner GI-Runde, March 24, online (invited)
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(2021): Monitoring Water Vapour Distribution Over Cities Using Galileo Signals From Connected Vehicles: A Feasibility Study, EARSeL 2021, Joint Virtual Workshop, March 30 - April 1, Liège, Belgium
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(2021): Bounding the residual tropospheric error by interval analysis, IAG 2021 - Scientific Assembly of the International Association of Geodesy, June 28 - July 2, 2021, Beijing, China
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(2021): Improved Observation Interval Bounding for Multi-GNSS Integrity Monitoring in Urban Navigation, ION GNSS+ 2021, Sept. 20-24, 2021, St. Louis, MO, US
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(2021): On the Geometrical Constraints for Interval-based GNSS Positioning, Frontiers of Geodetic Science 2021, Sept. 22-23, 2021, Hannover, Germany
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(2021): A hybrid CAI/IMU solution for higher navigation performance, EGU General Assembly 2021, online, 19–30 Apr 2021, EGU21-9776 More info
DOI: 10.5194/egusphere-egu21-9776 -
(2020): Damage Detection for Port Infrastructure by Means of Machine-Learning-Algorithms, In: FIG (Hrsg.) Proceedings of FIG Working Week 2020. Amsterdam, Netherlands
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(2020): Information-Based Georeferencing by Dual State Iterated Extended Kalman Filter with Implicit Measurement Equations and Nonlinear Geometrical Constraints, 23rd International Conference on Information Fusion (FUSION) 2020, online conference, July, 6 - 9, 2020
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(2020): The New ISO Standard for a Field-Testing Procedure of Terrestrial Laser Scanners and its Practical Performance, Amsterdam, Netherlands, FIG Working Week 10.-14. May 2020
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(2020): Vergleich intervallmathematischer und stochastischer Unsicherheitsbeschreibung am Beispiel der Positionierung, DGK – IG & GKGM Joint Workshop 21.-23.9.2020 Freudenstadt
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(2019): Active shape model precision analysis of vehicle detection in 3D LiDAR point clouds, International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences
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(2019): Probabilistic vehicle reconstruction using a multi-task CNN, ISPRS Geospatial Week 2019 in Enschede, The Netherlands
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(2019): Interval based Fault Detection and Exclusion for GNSS, Book of Abstracts of the 12th Summer Workshop on Interval Methods (SWIM 2019). Palaiseau, France.
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(2019): Reliability and Integrity Measures of GPS Positioning via Geometrical Constraints, Proceedings of the 2019 International Technical Meeting of The Institute of Navigation, Reston, Virginia, January 2019
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(2019): Collaborative navigation simulation tool using Kalman filter with implicit constraints, ISPRS Geospatial Week, Enschede, Netherlands
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(2019): Optimal Collaborative Positioning, Summer school on Cooperative Interactive Vehicles (CIV), Nouan-le-Fuzelier, France
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(2019): Kinematische Multi-Sensor-Systeme in der Ingenieurgeodäsie - qualitätsgesicherte Massendaten, aber bitte sofort!, Eingeladener Vortrag auf der Jahressitzung des Ausschusses Geodäsie bei der Bayrischen Akademie der Wissenschaften, Carl Friedrich von Siemens Stiftung, München, 28.11.2019
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(2019): Aktuelle Ingenieurvermessung 2019 an der Hochschule: prozessorientiert, effizient und qualitätsgesichert, Eingeladene Vortrag auf dem VDV-Seminar zur „Aktuellen Ingenieurvermessung 2019“, Dortmund, 18.10.2019.
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(2019): GNSS in Urban Areas - Benefits and Limits of Collaborative Positioning, ISPRS Working Week, Enschede 13.06.2019 (i)
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(2019): GNSS et horloges atomiques ---Concepts - Experiences et Visions pour améliorer le positionnement et la navigation collaborative, 16.07.2019 Universite de Laval Quebec (i)
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(2019): I.C.Sens: lntegrity and Collaboration in Dynamic Sensor Networks, I.C.Sens Workshop, Aachen 24.09.2019 (i)
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(2019): I.C.Sens: lntegrity and Collaboration in Dynamic Sensor Networks, 6th mobilEM Colloquium Aachen 05.11.2019 (i)
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(2019): Impact of uncertainties in atom interferometry on strapdown navigation solutions, DGON Inertial Sensors and Systems (ISS), Braunschweig, Germany, 10. September 2019
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(2019): Extrinsic Calibration Between a 3D Laser Scanner and a Camera Under Interval Uncertainty, Book of Abstracts of the 12th Summer Workshop on Interval Methods (SWIM 2019). Palaiseau, France
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(2018): Der neue ISO-Standard zur Feldprüfung von TLS und seine Relevanz für die Praxis Der neue ISO-Standard zur Feldprüfung von TLS und seine Relevanz für die Praxis, Seminar Terrestrisches Laserscanning 2018 (TLS 2018), Fulda, Deutschland, 13.+14. Dez. 2018., Seminar Terrestrisches Laserscanning 2018 (TLS 2018), Fulda, Deutschland, 13.+14. Dez. 2018
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(2018): Precise Vehicle Reconstruction for collaborative autonomous Driving, Summer School for cooperative interacting Vehicles 2018
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(2018): Recovering the 3D pose and shape of vehicles from stereo images, ISPRS TCII Symposium 2018
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(2018): Comparison of Different Bounding Methods for Providing GPS Integrity Information, Proceedings of IEEE/ION PLANS 2018
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(2018): Guaranteed Bounding Zones for GNSS Positioning by Geometrical Constraints, Book of Abstracts of the 11th Summer Workshop on Interval Methods (SWIM 2018), Rostock, Germany
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(2018): Evaluating a LKF simulation tool for collaborative navigation systems, IEEE/ION Position, Location and Navigation Symposium (PLANS)
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(2018): High accuracy GNSS positioning, Treasure Workshop Rom, 18.4.2018 (i)
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(2018): Forschungsthemen in Positionierung und Navigation am Institut für Erdmessung, Synergietreffen DLR Explorer-Initiativen STE2018-I Stuttgart Hohenheim 2.-4.7.2018
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(2018): Strengthening GNSS Navigation with Clocks, Autumn Colloquium DFG-GRK Models of Gravity, ZARM Bremen 11.9.2018 (i)
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(2018): i.c.sens - Integrität und Kollaboration in dynamischen Sensor-Netzwerken, Präsentation während der Jahressitzung der Deutschen Geodätischen Kommission, München 8.11.2018 (i)
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(2018): Von GPS zu Multi-GNSS: neue Horizonte und innovative Anwendungen, Festvortrag zum 150 Jubiläum des Geodätischen Instituts Karlsruhe, Karlsruhe 30.11.2018
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(2018): Quanteninertialsensorik, Synergietreffen DLR Explorer-Initiativen STE2018-I Stuttgart Hohenheim 2.-4.7.2018
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(2018): Geo-Referencing of a Multi-Sensor System Based on Set-membership Kalman Filter, In: 21st International Conference on Information Fusion (FUSION) 2018, Cambridge, United Kingdom, July 10-13, 2018
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(2018): An Autonomous Transportation Vehicle for Algorithm and Sensor Testing, Proceedings of Navitec 2018, Poster, December 5.-7., Noordwijk, The Netherlands
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(2018): Iterated Extended Kalman Filter with Implicit Measurement Equation and Nonlinear Constraints for Information-Based Georeferencing, In: 21st International Conference on Information Fusion (FUSION) 2018, Cambridge, United Kingdom, July 10-13, 2018
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(2018): RGB-Laser Odometry Under Interval Uncertainty for Guaranteed Localization, Book of Abstracts of the 11th Summer Workshop on Interval Methods (SWIM 2018)
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(2017): Detection and 3D modelling of vehicles from mobile mapping stereo images, ISPRS Hannover Workshop 2017
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(2017): Comparison of Interval-Based Bounding Methods Applied to GNSS Positioning, Geodetic Week, September 2017
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(2017): Multi-Vehicle Trajectory and Visibility Simulation for Collaborative Sensor Network, Klausurtagung I.C.sens, Presentation, September 14-15. Harz
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(2017): Development of a simulation tool for collaborative navigation systems, 14th Workshop on Positioning, Navigation and Communications (WPNC), Bremen, Germany, Oktober 2017
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(2017): Taking into Account Interval (and Fuzzy) Uncertainty Can Lead to More Adequate Statistical Estimates, Fuzzy Logic in Intelligent System Design. NAFIPS 2017
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(2017): Knowledge-based Georeferencing with Kinematic Multi-Sensor Systems, 18. Internationaler Ingenieurvermessungskurs - PhD Student Session