Research output per year
Research output per year
Unit profile
Description
We are the Division of Computer Vision and Machine Learning at the Centre for Mathematical Sciences. Our focus involves both research and teaching in diverse aspects of Computer Vision and Machine Learning. Our research aim to actively contribute to the rapid advancements in these fields. We strive to develop mathematical methodologies to address various challenges within this domain. Our work has a wide range of applications, from self-driving cars to cancer diagnostics.
Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Ida Arvidsson
- eSSENCE: The e-Science Collaboration - Member of Strategic Research Area
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication - Member of Strategic Research Area
- LTH Profile Area: AI and Digitalization - Profile area member
- LU Profile Area: Proactive Ageing - Profile area member
- Computer Vision and Machine Learning - Postdoc
- LU Profile Area: Natural and Artificial Cognition - Profile area member
Person
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Jonathan Astermark
- Computer Vision and Machine Learning - Doctoral student
- LTH Profile Area: AI and Digitalization - Profile area member
- LU Profile Area: Natural and Artificial Cognition - Profile area member
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication - Member of Strategic Research Area
Person
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Kalle Åström
- LU Profile Area: Natural and Artificial Cognition - Coordinator
- LTH Profile Area: AI and Digitalization - Profile area member
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication - Member of Strategic Research Area
- eSSENCE: The e-Science Collaboration - Member of Strategic Research Area
- Stroke Imaging Research group - Professor
- Computer Vision and Machine Learning - Professor
- LTH Profile Area: Photon Science and Technology - Profile area member
- Lund Laser Centre, LLC - Profile area member
Person
Research output
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EAST-SPL: Event-Aware Statistical Tiling for Decomposable Soccer Player Localization with an Auxiliary Rejection Network
Chaman Motlagh, A. & Nilsson, M., 2026 Aug 3, Pattern Recognition: 28th International Conference, ICPR 2026, Lyon, France, August 17–22, 2026, Proceedings, Part XIV. Cham: Springer, p. 413-428 16 p. (Springer Lecture Notes in Computer Science; vol. 16825).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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Artificial intelligence classification of spatial CD8 + T-cell distribution on computed tomography in oropharyngeal cancer
Haraldsson, A., Askmyr, D., Altunbulakli, C., Nilsson, M., Pignol, J. P., Gustafsson Jamtheim, C., Linnér, A., Lindstedt, M., Greiff, L. & Gebre-Medhin, M., 2026 Aug, In: Radiotherapy and Oncology. 221, 111607.Research output: Contribution to journal › Article › peer-review
Open Access -
Using Text-Based Life Trajectories from Swedish Register Data to Predict Residential Mobility with Pretrained Transformers
Stark, P., Sopasakis, A., Hall, O. & Grillitsch, M., 2026 Jun 9, Advances in Knowledge Discovery and Data Mining. PAKDD 2026. Wong, R.C.-W., Kwok, J., Tong, H., Lu, H., Salim, F., Song, Y. & Yiu, M. L. (eds.). Springer Science and Business Media B.V., p. 487-498 12 p. (Lecture Notes in Computer Science; vol. 16600 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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eSSENCE@LU 12:7 - An e-science platform for automated activity assessment in a home-like lab environment
Halje, P. (PI), Åström, K. (Researcher), Benoit, D. (Researcher), Sahin, G. (Researcher) & Petersson, P. (Researcher)
2026/01/01 → 2027/12/31
Project: Research
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Next Generation Spatial AI
Åström, K. (PI)
ELLIIT, Excellence Center at Linköping Lund in Information Technology
2026/01/01 → 2030/12/31
Project: Research
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Federated Learning for Heterogeneous and Inconsistent Data
Nilsson, M. (PI)
ELLIIT, Excellence Center at Linköping Lund in Information Technology
2026/01/01 → 2030/12/31
Project: Research
Activities
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LU eScience Hub: Research and Development within AI and Machine Learning
Sopasakis, A. (Organiser), Åström, K. (Keynote/plenary speaker), Hall, O. (Keynote/plenary speaker), Sandström Gerdtsson, A. (Keynote/plenary speaker), Larsson, V. (Keynote/plenary speaker), Fantasia, V. (Keynote/plenary speaker) & Potrzebowski, W. (Keynote/plenary speaker)
2026 May 19Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
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AI Lund lunch seminar: Tracking drones by sound
Wisbrant, J. (Organiser) & Oskarsson, M. (Keynote/plenary speaker)
2026 Apr 22Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
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LU eScience Hub: Using AI in Science & Education
Sopasakis, A. (Organiser), Bryngemark, L. K. (Keynote/plenary speaker), Rosengren, F. (Keynote/plenary speaker), Paldanius, J. (Keynote/plenary speaker), Jeppsson, C. (Keynote/plenary speaker), Olsen, J.-F. (Keynote/plenary speaker), Söderberg, E. (Keynote/plenary speaker), Shi, D. (Keynote/plenary speaker) & Meier, L. (Keynote/plenary speaker)
2026 Apr 9Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
Prizes and distinction
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Best Paper Award (OmniCV workshop at CVPR26)
Zhang, X. (Recipient), Kneip, L. (Recipient), Kukelova, Z. (Recipient) & Larsson, V. (Recipient), 2026 Jun 4
Prize: Prize (including medals and awards)
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Best Student Paper (CroCoDL workshop at ICCV25)
Hanning, G. (Recipient), Åström, K. (Recipient) & Larsson, V. (Recipient), 2025 Oct 20
Prize: Prize (including medals and awards)
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Best Paper Honorable Mention (3DV2024)
Zhu, Z. (Recipient), Peng, S. (Recipient), Larsson, V. (Recipient), Cui, Z. (Recipient), Oswald, M. R. (Recipient), Geiger, A. (Recipient) & Pollefeys, M. (Recipient), 2024 Mar 19
Prize: Prize (including medals and awards)