Dr.-Ing. Melanie Elias (geb. Kröhnert)
Table of contents
Research associate
NameMs Dr.-Ing. Melanie Elias
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Curriculum Vitae
- 2015 - 2021 PhD student at the Chair of Photogrammetry, TUD
PhD thesis: On the use of smartphones as novel photogrammetric water gauging instruments - Developing tools for crowdsourcing water levels Qucosa - since 2014 Research associate at the Chair of Photogrammetry, TUD
- 2011 - 2014 Research assistant at the Institute of Cartography, TUD in the area of high mountain and glacier cartography and remote sensing
- 2011 - 2013 Master study of Geoinformation Technologies at TU Dresden
Master thesis: Investigation and visualization of glacier velocities in the Central Tien Shan based on optical satellite data. Degree: M.Sc. - 2010 - 2011 Research assistant at the Institute of Cartography, TUD in the area of data processing for the generation of interactive maps / geomedia production
- 2008 - 2011 Bachelor study of Cartography and Geomedia Technologies at TU Dresden
Bachelor thesis: DTM generation in Llanos de Rivera using aerial imagery to detect cryogenic structures. Degree: B.Sc.
Memberships
- Head of the working group "Education and training" of the German Society for Photogrammetry, Remote Sensing and Geoinformation (DGPF)
- Rep. of research associates in the Earth Sciences Study Commission
Reasearch projects (IPF)
Work in progress
- SEMECO-B6: Intelligent patient positioning in precision radiotherapy
- 4D Glacier margin change monitoring on the basis of multi-temporal 3D point clouds (DFG)
Finished
- Hydro-morphological change detection of rivers in cold climate regions with integrated spatio-temporal high resolution methods (DAAD, performed in co-operation with the Department of Geographical and Historical Studies, University of Eastern Finland)
- Crowdsourcing-based densification of hydrological measuring networks (ESF, IPF (TUD))
- Development and implementation of methods to analyse hemispheric fish-eye-camera images (BMLE, on behalf of the Institute of Silviculture and Forest Protection, TUD)
- Environmental monitoring in Patagonia (BMBF, Partner: IPF (TUD), Universidad de Magallanes (UMAG), Punta Areas, Chile)
- Photogrammetric concepts of virtual GLOF monitoring gauges (DFG, Partner: IPF (TUD), Centro de Estudios Científicos, Validiva, Chile)
Teaching
All courses are given in German, unless otherwise stated.
Lectures
- GG15: The smartphone as photogrammetric measurement device (WS19/20, Bachelor Geodesy)
- G12/GIT08: 3D camera introduction (WS17/18 - WS19/20, Master Geodesy / Geoinformation Technologies)
Exercises
- GG01: Photo-realistic 3D modeling (since WS16/17, Bachelor Geodesy)
- G05/GIT02: Dense matching (since WS15/16, Master Geodesy / Geoinformation Technologies)
- G13/GIT07: Airborne laser scanning (since SS14, Master Geodesy / Geoinformation Technologies)
- Cart09: DTM generation (since WS16/17, Master Cartography [engl.])
- Cart09: Virtual 3D modelling (since WS16/17, Master Cartography [engl.])
Project seminars
- GG20: Geodetic seminar (on request / offer, Bachelor Geodesy)
- G07: Seminar photogrammetry & image analysis (since WS14/15, Master Geodesy)
- G07: Photogrammetric multi-image processing (since SS15, Master Geodesy)
- G07: Airborne laser scanning (WS16/17 - WS18/19, Master Geodesy. Replaced by Photogrammetry in autonomous driving)
Bachelor- & Master thesis supervision
- see offers (Chair of Photogrammetry)
- Possibility to discuss own topics on request
Extra-curricular activities (Workshops and Software development)
- 09/2021: 4D change detection workshop for students of the Dresden University of Fine Arts, DE
- 03/2020: 3D reconstruction workshop for police officers of the State Office of Criminal Investigations Saxony, DE
- 10/2018: 3D reconstruction lecture for police officers & students of the Saxon University of Applied Police Sciences, Bautzen, DE
- 10/2018: 3D reconstruction workshop for students of the Saxon University of Applied Police Sciences, Bautzen, DE
- 03/2016: 3D reconstruction workshop for students & research associates of the Universidad de Magallanes, Punta Arenas, CL
- 10/2015 - 10/2016: Engineering and Development of software "Hemisphere" for the Institute of Silviculture and Forest Protection, TU Dresden (Campus Tharandt)
since 10/2016: Software support and feature integration.
Scholarships & Awards
- 06/2024 Best Paper Runner Up Award granted by the ISPRS at the ISPRS Technical Commission II Midterm Symposium "The role of photogrammetry in a sustainable world", Las Vegas, NV, USA
- 09/2018 - 01/2019 Grant recipient of the Graduate Academy of TU Dresden to promote young scientists in the doctoral graduation phase
- 10/2015 - 09/2018 Grant recipient of the ESF scholarship to promote national innovation promotions
- 09/2017 Zhizhuo Best Youth Oral Paper Award granted by the ISPRS at the ISPRS Geospatial Week 2017, Wuhan, China.
- 03/2016 Best Paper Award granted by La Comisión Organizadora de la Conferencia Internacional "Semana Latinoamericana de Percepción Remota LARS 2016" at the Latin American Remote Sensing Week (LARS) 2016, Santiago de Chile, Chile.
- 12/2014 Lohrmann Medal Award for excellent studies at the TU Dresden
- 10/2012 - 09/2013 Grant recipient of the BMBF Deutschlandstipendium to promote the masters degree due to excellent studies
Publications
Link to my research profile of the research information system of TUD.
34 Entries
2024
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AI-Based Tracking of Fast-Moving Alpine Landforms Using High Frequency Monoscopic Time-Lapse Imagery , 22 Aug 2024Electronic (full-text) versionResearch output: Preprint/documentation/report > Preprint
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Development and Evaluation of a Two-Staged 3D Keypoint Based Workflow for the Co-Registration of Unstructured Multi-Temporal and Multi-Modal 3D Point Clouds , 10 Jun 2024, X-2–2024, 2, p. 113–120, 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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UAS Photogrammetry for Precise Digital Elevation Models of Complex Topography: A Strategy Guide , 10 Jun 2024, X-2–2024, 2, p. 57–64, 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Enhancement of two‐dimensional hydrodynamic modelling based on UAV‐ flow velocity data , 14 May 2024, 49 (2024), 9, p. 2736-2750, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Advancing Alpine Landform Monitoring: AI-Driven Tracking on Hourly Monoscopic Time-Lapse Imagery , 1 Mar 2024, EGU General Assembly 2024Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Applying photogrammetry to time-lapse imagery for geomorphological change detection , 1 Mar 2024, EGU General Assembly 2024Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Direkte Georeferenzierung von UAV-Bildflügen: Ein Praxistest im glazialen Terrain , Mar 2024, Photogrammetrie – Laserscanning – Optische 3D-Messtechnik: Beiträge der Oldenburger 3D-Tage und des BIMtages 2024. Luhmann, T. & Sieberth, T. (eds.). 1 ed., Oldenburg, Vol. XI. p. 118-127Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Automated Workflow for High-Resolution 4D Vegetation Monitoring Using Stereo Vision , 31 Jan 2024, 16 (2024), 3, 15 p., 541Electronic (full-text) versionResearch output: Contribution to journal > Research article
2023
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Multi-modal image matching to colorize a SLAM based point cloud with arbitrary data from a thermal camera , Aug 2023, 9, 14 p., 100041Electronic (full-text) versionResearch output: Contribution to journal > Research article
2022
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Open Water Levels – Vorstellung einer Smartphone-App zur mobilen photogrammetrischen Erfassung von Wasserständen , 14 Jun 2022, Hydrographie – Messen mit allen Sinnen: Beiträge zum 204. DVW-Seminar und 35. Hydrographentag vom 14. bis 16. Juni 2022 in Bremerhaven. 1 ed., Bremerhaven, Vol. 102. p. 81-86, 156 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Presentations / Posters
Presentations and Posters could be found in the research information system of TUD.