Tim Michels
PhD Student
Hermann-Rodewald-Straße 3, R. 310 (HRS 3)
Phone:
+49 431 880-4841
Telefax:
+49 431 880-4845
tmi@informatik.uni-kiel.de
Short CV
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PhD student, Kiel University, Germany |
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MSc Computer Science, WWU Münster, Germany |
Thesis: "Entzerrung von zylindrischen FIM-Bildern in einem Multikamera-Setup und Tracking von Drosophila Melanogaster Larven unter Benutzung des RJMCMC-Verfahrens" | |
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MSc Mathematics, WWU Münster, Germany |
Thesis: "Ricci-Fluss auf Mannigfaltigkeiten nicht-negativer, komplexer Schnittkrümmung" | |
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BSc Mathematics, WWU Münster, Germany |
Research topics
I am working on light fields, i.e. data from multi-camera setups or plenoptic cameras which can be viewed as samples of the plenoptic function. The goal is to reconstruct scene properties such as geometry, materials and lighting conditions in order to build parametric models and enable free viewpoint rendering. Furthermore I am involved in capturing and simulating light field data which also includes the calibration of the required hardware.
Projects:
Light Field Capturing
Plenoptic Cameras - Analysis and Simulation
Publications
Tim Michels, Arne Petersen and Reinhard Koch
Creating Realistic Ground Truth Data for the Evaluation of Calibration Methods for Plenoptic and Conventional Cameras
International Conference on 3D Vision (3DV), 2019.
DOI: 10.1109/3DV.2019.00055 Preprint GitLab Repository
Yuan Gao, Tim Michels and Reinhard Koch
A Novel Kinect V2 Registration Method Using Color and Deep Geometry Descriptors
European Signal Processing Conference (EUSIPCO), 2018
DOI: 10.23919/EUSIPCO.2018.8553327 Preprint Presentation Slides
Tim Michels, Arne Petersen, Luca Palmieri, Reinhard Koch
Simulation of Plenoptic Cameras
3DTV Conference, 2018.
DOI: 10.1109/3DTV.2018.8478432 Preprint GitHub Repository
Tim Michels, Dimitri Berh and Xiaoyi Jiang
An RJMCMC-Based Method for Tracking and Resolving Collisions of Drosophila Larvae
IEEE/ACM Transactions on Computational Biology and Bioinformatics, Dec. 2017.
DOI: 10.1109/TCBB.2017.2779141 Preprint Github Repository
D. Berh, B. Risse, T. Michels, N. Otto, X. Jiang and C. Klämbt
An FIM-Based Long-Term In-Vial Monitoring System for Drosophila Larvae
IEEE Transactions on Biomedical Engineering, vol. 64, no. 8, pp. 1862-1874, Aug. 2017.
DOI: 10.1109/TBME.2016.2628203 Preprint
S. Esquivel, Y. Gao, T. Michels, L. Palmieri, R. Koch
Synchronized Data Capture and Calibration of a Large-Field-of-View Moving Multi-Camera Light Field Rig
Invited talk at: 3DTV-CON 2016, Workshop on Light Field Capture and Processing, Hamburg, 2016