University of Münster
CRIS@UM
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Sebastian Thiele

Current affiliations

  • Professorship of Geoinformatics for Sustainable Development (Prof. Risse)

Curriculum Vitae (CV)

  • Machine / Deep Learning for Image Processing
  • Small Object / Insect Detection and Tracking
  • Representation Learning
  • Biomedical Imaging

Academic Education

since 10/2019Ph. D. studies (Dr. rer. nat.), Computer Vision and Machine Learning Systems (Prof. Benjamin Risse)
10/2017 - 09/2019Master of Science (Computer Science), University of Münster

Publications

Towards a Dynamic Vision Sensor-based Insect Camera Trap
Gebauer, Eike; Thiele, Sebastian; Ouvrard, Pierre; Sicard, Adrien; Risse, Benjamin (2024)
In: Winter Conference on Applications of Computer Vision 2024, Waikoloa, Hawaii, United States. WACV 2024 open access
Type of Publication: Research article in digital collection (conference)
Deep learning predicts therapy-relevant genetics in acute myeloid leukemia from Pappenheim-stained bone marrow smears
Kockwelp, Jacqueline; Thiele, Sebastian; Bartsch, Jannis; Haalck, Lars; Gromoll, Jörg; Schlatt, Stefan; Exeler, Rita; Bleckmann, Annalen; Lenz, Georg; Wolf, Sebastian; Steffen, Björn; Berdel, Wolfgang Eduard; Schliemann, Christoph; Risse, Benjamin; Angenendt, Linus (2024)
In: Blood Advances, 8(1)
Type of Publication: Research article (journal)
Tracking Tiny Insects in Cluttered Natural Environments using Refinable Recurrent Neural Networks
Haalck, Lars; Thiele, Sebastian; Risse, Benjamin (2023)
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, United States. IEEE Explore, Computer Vision Foundation
Type of Publication: Research article in digital collection (conference)
Narrowing Attention in Capsule Networks
Thiele, Sebastian; Risse, Benjamin (2022)
In: IEEE (eds.), 26th International Conference on Pattern Recognition. 26th International Conference on Pattern Recognition (ICPR): Wiley-IEEE Press.
Type of Publication: Research article in edited proceedings (conference)
Cell Selection-based Data Reduction Pipeline for Whole Slide Image Analysis of Acute Myeloid Leukemia
Kockwelp, Jacqueline; Thiele, Sebastian; Kockwelp, Pascal; Bartsch, Jannis; Schliemann, Christoph; Angenendt, Linus; Risse, Benjamin (2022)
In: Conference on Computer Vision and Pattern Recognition (CVPR) Computer Vision for Medical Images (CVMI) Workshop, New Orleans, United States. IEEE Xplore
Type of Publication: Research article in digital collection (conference)
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Prizes

Paper of the Month 2024
Awarded by: Medizinische Fakultät der Universität Münster
Award given to: Kockwelp, Jacqueline; Thiele, Sebastian; Bartsch, Jannis; Haalck, Lars; Schliemann, Christoph; Risse, Benjamin; Angenendt, Linus
Announced at: 15/03/2024 | Date of awarding: 15/03/2024
Type of distinction: Best publication award