Chair of Machine Learning for Spatial Understanding (ScaDS.AI Dresden/Leipzig)

Organisational unit: Chair

Organisation profile

Chair holder: Prof. Dr. Martin Weigert

Contact

TUD website: https://scads.ai/about-us/ai-professorships/

Parent units

Institute of Artificial Intelligence

Keywords

Research priority areas of TU Dresden

Data-intensive Sciences

Related content and researchers (public profile)

Research output
Journals

Spotiflow: accurate and efficient spot detection for fluorescence microscopy with deep stereographic flow regression

Dominguez Mantes, A., Herrera, A., Khven, I., Schlaeppi, A., Kyriacou, E., Tsissios, G. & Skoufa, E. & 10 others, Santangeli, L., Buglakova, E., Durmus, E. B., Manley, S., Kreshuk, A., Arendt, D., Aztekin, C., Lingner, J., La Manno, G. & Weigert, M., Jul 2025, In: Nature methods. 22, 7, p. 1495-1504 10 p.

Research output: Contribution to journal › Research article › Contributed › peer-review

TRACKASTRA: Transformer-Based Cell Tracking for Live-Cell Microscopy

Gallusser, B. & Weigert, M., 31 Oct 2024, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media B.V., p. 467-484 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15134 LNCS).

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review

Modular segmentation, spatial analysis and visualization of volume electron microscopy datasets

Müller, A., Schmidt, D., Albrecht, J. P., Rieckert, L., Otto, M., Galicia Garcia, L. E. & Fabig, G. & 2 others, Solimena, M. & Weigert, M., May 2024, In: Nature protocols. 19, 5, p. 1436-1466 31 p.

Research output: Contribution to journal › Research article › Contributed › peer-review

Star-convex polyhedra for 3D object detection and segmentation in microscopy

Weigert, M., Schmidt, U., Haase, R., Sugawara, K. & Myers, G., Jan 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. p. 3655-3662 8 p. (IEEE Workshop on Applications of Computer Vision (WACV)).

Research output: Contribution to book/Conference proceedings/Anthology/Report › Chapter in book/Anthology/Report › Contributed › peer-review

View all research output (4)