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: Academic
Research output
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From Sound to Structure: Robust Localization of Sources, Sensors, and Surroundings
Tegler, E., 2025 Dec 4, Lund: Centre for Mathematical Sciences, Lund University. 91 p.Research output: Thesis › Doctoral Thesis (compilation)
Open AccessFile -
Anatomically informed deep learning framework for generating fast, low-dose synthetic CBCT for prostate radiotherapy
Kadhim, M., Persson, E., Haraldsson, A., Gustafsson, C. J., Nilsson, M., Kügele, M., Bäck, S. & Ceberg, S., 2025 Dec, In: Scientific Reports. 15, 1, 36106.Research output: Contribution to journal › Article › peer-review
Open Access -
Predicting intra-field yield variations for winter wheat using remote sensing and Graph Attention Networks
Åström, O., Månsson, S., Lazar, I., Nilsson, M., Ekelöf, J., Oxenstierna, A. & Sopasakis, A., 2025 Oct, In: Computers and Electronics in Agriculture. 237, 110499.Research output: Contribution to journal › Article › peer-review
Open Access
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Breast Point-of-Care Examination Trial
Lång, K. (Researcher), Schmidt, D. (Researcher), Arvidsson, I. (Researcher), Karlsson, J. (Researcher) & Hagberg, O. (Researcher)
2025/04/07 → 2026/08/31
Project: Research
File -
Optimerad skördeprognoser med satellitdata
Sopasakis, A. (PI)
2025/03/11 → 2027/12/31
Project: Research
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Development of a web-based tool for the selection of uniform research trial locations, based on multi-layer satellite and soil data
Sopasakis, A. (CoPI)
2025/01/01 → 2026/12/31
Project: Commissioned research
Activities
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From Models to Meaning: The Machine Learning TEP Framework for Computer Vision
Nilsson, M. (Invited speaker)
2025 Nov 19Activity: Talk or presentation › Invited talk
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To be hired Postdoc
Sopasakis, A. (Role not specified)
2025 Nov 1 → 2027 Oct 30Activity: Examination and supervision › Supervision of PhD students
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LU eScience Hub: Data Management Solutions at Lund University
Sopasakis, A. (Organiser), Sopasakis, A. (Keynote/plenary speaker), Lidin, S. (Keynote/plenary speaker), Tengelin Nyström, T. (Keynote/plenary speaker), Sjöström, A. (Keynote/plenary speaker) & Thunnisen, M. (Keynote/plenary speaker)
2025 Oct 30Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
Prizes and distinction
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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)