Research Foci
- Machine / Deep Learning for Image Processing
- Small Object / Insect Detection and Tracking
- Representation Learning
- Biomedical Imaging
CV
Academic Education
- Ph. D. studies (Dr. rer. nat.), Computer Vision and Machine Learning Systems (Prof. Benjamin Risse)
- Master of Science (Computer Science), University of Münster
Honors
- Paper of the Month – Medizinische Fakultät der Universität Münster
Publications
- Gebauer, Eike, Thiele, Sebastian, Ouvrard, Pierre, Sicard, Adrien, and Risse, Benjamin. . “Towards a Dynamic Vision Sensor-based Insect Camera Trap.” contribution to the Winter Conference on Applications of Computer Vision 2024, Waikoloa, Hawaii
- 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, and Angenendt, Linus. . “Deep learning predicts therapy-relevant genetics in acute myeloid leukemia from Pappenheim-stained bone marrow smears.” Blood Advances, № 8 (1): 70–79. doi: 10.1182/bloodadvances.2023011076.
- Haalck, Lars, Thiele, Sebastian, and Risse, Benjamin. . “Tracking Tiny Insects in Cluttered Natural Environments using Refinable Recurrent Neural Networks.” contribution to the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii doi: 10.1109/WACV57701.2024.00697.
- Thiele, Sebastian, and Risse, Benjamin. . “Narrowing Attention in Capsule Networks.” in 26th International Conference on Pattern Recognition, edited by IEEE. New York City: Wiley-IEEE Press.
- Kockwelp, Jacqueline, Thiele, Sebastian, Kockwelp, Pascal, Bartsch, Jannis, Schliemann, Christoph, Angenendt, Linus, and Risse, Benjamin. . “Cell Selection-based Data Reduction Pipeline for Whole Slide Image Analysis of Acute Myeloid Leukemia.” in The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, edited by IEEE/CVF. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. doi: 10.1109/CVPRW56347.2022.00199.
- Valkov Dimitar, Thiele Sebastian, and Huesmann Karim, Risse Benjamin. . “Touch Recognition on Complex 3D Printed Surfaces using Filter Response Analysis.” in IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), edited by IEEE. New York City: Wiley-IEEE Computer Society Press. doi: 10.1109/VRW52623.2021.00043.
- Thiele, Sebastian, Haalck, Lars, Struffert, Marvin, Scherber, Christoph, and Risse, Benjamin. . “Towards Visual Insect Camera Traps.” contribution to the International Conference on Pattern Recognition (ICPR) Workshop on Visual observation and analysis of Vertebrate And Insect Behavior (VAIB), Milan
