Evaluation of Monocular 3D Object Detection in Multi-Task Neural Network
Master's Thesis Mechatronics, University of Siegen, 2023
Student: Rishav Kumar Paramhans.
Teaching
Available Student Projects
List of available topicsFinished Student Projects
Non-Rigid Puzzles Without Template
Master's Thesis Mechatronics, University of Siegen, 2023
Student: Amit Kumar Gupta.
PointNet: Deep Learning on 3D Point Clouds for Object Classification, Semantic Segmentation and Part Segmentation
Studienarbeit Mechatronics, University of Siegen, 2022
Student: Rishav Kumar Paramhans.
Unsupervised Learning for Non-Rigid Deformations in 3D Shapes
Master's Thesis Mechatronics, University of Siegen, 2022
Student: Sharik Siddiqi. Resulted in a paper published at GCPR 2023.
Analysis of Functional Map Neural Network Architectures
Master's Thesis Computer Science, University of Siegen, 2022
Student: Wajdan Ali.
Intrinsic Neural Fields for Visual Computing on Manifolds}
Bachelor's Thesis Computer Science, University of Siegen, 2022
Student: Daniel Grittner. Resulted in a paper published at ECCV 2022.
Machine Learning-Based Electroanatomical Mapping of the Heart with Generation of 3D Reconstructions from Biosignals Only
Master's Thesis Biomedical Computing, Technical University of Munich, 2022
Student: Alessa Grund. In cooperation with Ablacon.
Automatic Generation of 3D Brick Models
Master's Thesis Computer Science, University of Siegen, 2022
Student: Mohammad Khan.
GPS in the Heart - Towards a Purely Biosignal Based Intracardiac Navigation System
Master's Thesis Computer Science, Technical University of Munich, 2021
Student: Stefan Denner. In cooperation with Ablacon.
Unsupervised Dense Shape Correspondence using Heat Kernels
Interdisciplinary Project Mathematics, Technical University of Munich, 2020
Student: Mehmet Aygün, now a PhD student at the University of Edinburgh. Resulted in a publication at 3DV 2020.
A Probabilistic Algorithm for Shape Correspondence Problems
Guided Research Computer Science, Technical University of Munich, 2020
Student: Benjamin Holzschuh, now a PhD student at TUM/MPA. Resulted in a publication at 3DV 2020.
Uncalibrated Photometric 3D Reconstruction with Variable Priors
Master's Thesis Computer Science, Technical University of Munich, 2019
Student: Nina Avramova.
Fast Marching on 3D Product Manifolds
Master's Thesis Computer Science, Technical University of Munich, 2018
Student: Maurice Hermwille.
Design and Analysis of Methods for the Visualization of Shapes using Point Clouds
Interdisciplinary Project Mathematics, Technical University of Munich, 2017
Student: Tobias Gurdan. In cooperation with Ascending Technologies (now acquired by Intel).
Minimum Distortion Conformal Mappings onto 3D Triangle Meshes
Interdisciplinary Project Mathematics, Technical University of Munich, 2017
Student: Nina Avramova.
University Courses
Einführung in Visual Computing
Lecture for Computer Science Bachelor students, University of Siegen, 2022
Organization and execution of exercises, around 30 students.
Deep Learning
Lecture for Computer Science, Electrical Engineering and Mechanical Engineering Master students, University of Siegen, 2021
Organization and execution of exercises, around 100 students.
Visual Computing
Seminar for Computer Science Bachelor and Master students, University of Siegen, 2021
Supervisor in weekly seminar, supervised 1 student.
Recent Advances in Machine Learning
Practical course for Computer Science and Mechanical Engineering Master students, University of Siegen, 2021
Supervision of project “Feature-Based Learning for 3D Correspondence”, supervised ~6 students.
Recent Advances in 3D Computer Vision
Seminar for Computer Science Master students, Technical University of Munich, 2020
Organization and supervisor in weekly seminar, supervised ~6 students.
Recent Advances in 3D Computer Vision
Seminar for Computer Science Master students, Technical University of Munich, 2020
Organization and supervisor in weekly seminar, supervised ~6 students.
Shape Analysis and Applications in Computer Vision
Seminar for Computer Science Master students, Technical University of Munich, 2020
Organization and supervisor in weekly seminar, supervised ~5 students.
Diskrete Strukturen
Mandatory Lecture for Computer Science (and related studies) Bachelor Students, Technical University of Munich, 2018
Teaching assistant for two weekly tutorials, supervised ~40 students.
Shape Analysis and Optimization
Seminar for Computer Science and Mathematics Master students, Technical University of Munich, 2018
Organization and supervisor in weekly seminar, supervised ~7 students.
Analysis of Three-Dimensional Shapes
Lecture for Computer Science Master students, Technical University of Munich, 2017
Organization of exercises, teaching assistant for weekly tutorial, supervised ~15 students.
Image Segmentation and Shape Analysis
Seminar for Computer Science Master students, Technical University of Munich, 2016
Supervisor in weekly seminar, supervised ~5 students.
Analysis of Three-Dimensional Shapes
Lecture for Computer Science Master students, Technical University of Munich, 2016
Organization of exercises, teaching assistant for weekly tutorial, supervised ~15 students.
Shape Analysis and Applications in Computer Vision
Seminar for Computer Science and Mathematics Master students, Technical University of Munich, 2016
Supervisor in weekly seminar, supervised ~5 students.
Logik und Diskrete Strukturen
Mandatory lecture for Computer Science Bachelor students, University of Bonn, 2011
Teaching assistant with two weekly tutorials, supervised ~40 students.