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
Articles
- Thiele, S., Kockwelp, J., Wistuba, J., Kliesch, S., Gromoll, J., & Risse, B. (). Investigating Imaging, Annotation and Self-Supervision for the Classification of Continuously Developing Cells in Histological Whole Slide Images. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona.
- Kockwelp, J., Thiele, S., Bartsch, J., Haalck, L., Gromoll, J., Schlatt, S., Exeler, R., Bleckmann, A., Lenz, G., Wolf, S., Steffen, B., Berdel, W. E., Schliemann, C., Risse, B., & Angenendt, L. (). 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.
- Gebauer, E., Thiele, S., Ouvrard, P., Sicard, A., & Risse, B. (). Towards a Dynamic Vision Sensor-based Insect Camera Trap. Winter Conference on Applications of Computer Vision 2024, Waikoloa, Hawaii.
- Haalck, L., Thiele, S., & Risse, B. (). Tracking Tiny Insects in Cluttered Natural Environments using Refinable Recurrent Neural Networks. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii. doi: 10.1109/WACV57701.2024.00697.
- Thiele, S., & Risse, B. (). Narrowing Attention in Capsule Networks. in IEEE (ed.), 26th International Conference on Pattern Recognition (pp. 2679–2685). Wiley-IEEE Press.
- Kockwelp, J., Thiele, S., Kockwelp, P., Bartsch, J., Schliemann, C., Angenendt, L., & Risse, B. (). Cell Selection-based Data Reduction Pipeline for Whole Slide Image Analysis of Acute Myeloid Leukemia. in IEEE/CVF (ed.), In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern RecognitionThe IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) (pp. 1825–1834). doi: 10.1109/CVPRW56347.2022.00199.
- Valkov, D., Thiele, S., Huesmann, K., & Risse, B. (). Touch Recognition on Complex 3D Printed Surfaces using Filter Response Analysis. in IEEE (ed.), IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (pp. 195–200). Wiley-IEEE Computer Society Press. doi: 10.1109/VRW52623.2021.00043.
- Thiele, S., Haalck, L., Struffert, M., Scherber, C., & Risse, B. (). Towards Visual Insect Camera Traps. International Conference on Pattern Recognition (ICPR) Workshop on Visual observation and analysis of Vertebrate And Insect Behavior (VAIB), Milan.