Dr. Dominik Drees

No current affiliations available for this person. The person is no longer active at the university.

Academic profiles

Curriculum Vitae (CV)

Research Focus

Volume and image processing
Ressource constrained (esp. out-of-core) computing
Nanophotonic neural networks

Academic Education
12/2016 - 10/2022	Ph. D. studies, Pattern Recognition and Image Analysis group (Prof. Xiaoyi Jiang)
10/2014 - 10/2016	Master of Science (Computer Science), University of Münster
Functions and Memberships
since 2015	Core Team Member, Voreen-Project, University of Münster

Publications

S-ROPE: Spectral Frame Representation of Periodic Events Garcia Rodriguez, Luis; Konrad, Jonas; Drees, Dominik; Risse, Benjamin (2025) In: Del Bue, Alessio; Canton, Cristian; Pont-Tuset, Jordi; Tommasi,Tatiana (eds.), Computer Vision – ECCV 2024 Workshops, 307-324. Cham: Springer Nature. doi:10.1007/978-3-031-92460-6 Research article in edited proceedings (conference) \| Peer reviewed \| Published
Activation Functions in Non-Negative Neural Networks Becker M; Drees D; Brückerhoff-Plückelmann F; Schuck C; Pernice W; Risse B (2025) In: IEEE Access Research article in digital collection \| Peer reviewed \| Published
Activation Functions in Non-Negative Neural Networks Becker, Marlon; Drees, Dominik; Brückerhoff-Plückelmann, Frank; Schuck, Carsten; Pernice, Wolfram; Risse, Benjamin (2023) In: Machine Learning and the Physical Sciences Workshop, NeurIPS, New Orleans, United States. Poster \| Peer reviewed \| Published
Hierarchical random walker segmentation for large volumetric biomedical images Drees D, Eilers F, Jiang X (2022) In: IEEE Transactions on Image Processing, 31, 4431-4446. doi:10.1109/TIP.2022.3185551 Research article (journal) \| Peer reviewed \| Published
A Bhattacharyya coefficient-based framework for noise model-aware random walker image segmentation Drees D, Eilers F, Bian A, Jiang X (2022) In: Andres B, Bernard F, Cremers D, Frintrop S, Goldlücke B, Ihrke I (eds.), Proc. of GCPR, 166-181. Cham, Switzerland: Springer Nature. Research article in edited proceedings (conference) \| Peer reviewed \| Published

Show all publications (14)

Prizes

Förderpreis der Angewandten Informatik 2022 (1st prize) Awarded by: IHK Nord Westfalen Award given to: Drees, Dominik Announced at: 15/12/2022 \| Date of awarding: 15/12/2022 Type of distinction: Research award or other distinction
Best Contest Award SciVis Contest 2015 Awarded by: IEEE VIS 2015 Award given to: Scherzinger, Aaron; Brix, Tobias; Drees, Dominik; Völker, Andreas; Radkov, Kiril; Santalidis, Niko; Fieguth, Alexander; Hinrichs, Klaus Announced at: 15/10/2015 \| Date of awarding: 15/10/2015 Type of distinction: Research award or other distinction