Computer Vision and Machine Learning

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2025
Mark Spiideo SoccerNet SynLoc : Single Frame World Coordinate Athlete Detection and Localization with Synthetic Data
Ardö, Håkan ^LU ; Nilsson, Mikael ^LU ; Cioppa, Anthony ; Magera, Floriane ; Giancola, Silvio ; Liu, Haochen ; Ghanem, Bernard and Van Droogenbroeck, Marc (2025) 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2025 p.278-285
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Machine learning prediction of tau-PET in Alzheimer's disease using plasma, MRI, and clinical data
Karlsson, Linda ^LU ; Vogel, Jacob ^LU ; Arvidsson, Ida ^LU ; Åström, Kalle ^LU ; Strandberg, Olof ^LU ; Seidlitz, Jakob ; Bethlehem, Richard A.I. ; Stomrud, Erik ^LU ; Ossenkoppele, Rik ^LU and Ashton, Nicholas J. , et al. (2025) In Alzheimer's and Dementia 21(2).
- Contribution to journal › Article
Mark Outcome prediction of prostate cancer patients on active surveillance using weakly supervised deep learning
Winzell, Filip ^LU ; Arvidsson, Ida ^LU ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Marginean, Felicia-Elena ^LU ; Simoulis, Athanasios ^LU ; Bjartell, Anders ^LU ; Krzyzanowska, Agnieszka ^LU and Heyden, Anders ^LU (2025) SPIE Medical Imaging 2025 13413.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Leveraging axis-aligned subspaces for high-dimensional Bayesian optimization with group testing
Hellsten, Erik ^LU ; Hvarfner, Carl ^LU ; Papenmeier, Leonard ^LU and Nardi, Luigi ^LU (2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Breast cancer classification in point-of-care ultrasound imaging—the impact of training data
Karlsson, Jennie ^LU ; Arvidsson, Ida ^LU ; Sahlin, Freja ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Lång, Kristina ^LU and Heyden, Anders ^LU (2025) In Journal of Medical Imaging 12(1). p.1-16
- Contribution to journal › Article
Mark Pixel-Perfect Structure-From-Motion With Featuremetric Refinement
Sarlin, Paul Edouard ; Lindenberger, Philipp ; Larsson, Viktor ^LU and Pollefeys, Marc (2025) In IEEE Transactions on Pattern Analysis and Machine Intelligence 47(5). p.3298-3309
- Contribution to journal › Article
Mark Towards Out-of-Distribution Detection for Breast Cancer Classification in Point-of-Care Ultrasound Imaging
Karlsson, Jennie ^LU ; Wodrich, Marisa ^LU ; Overgaard, Niels Christian ^LU ; Sahlin, Freja ; Lång, Kristina ^LU ; Heyden, Anders ^LU and Arvidsson, Ida ^LU (2025) 27th International Conference on Pattern Recognition, ICPR 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15313 LNCS. p.49-63
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Towards Zero Bottlenecks for Scaling Autonomous Driving
Tonderski, Adam ^LU (2025) In Doctoral Theses in Mathematical Sciences 2025(1).
- Thesis › Doctoral thesis (compilation)
Mark NeuroNCAP : Photorealistic Closed-Loop Safety Testing for Autonomous Driving
Ljungbergh, William ; Tonderski, Adam ^LU ; Johnander, Joakim ; Caesar, Holger ; Åström, Kalle ^LU ; Felsberg, Michael and Petersson, Christoffer (2025) 18th European Conference on Computer Vision, ECCV 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15088 LNCS. p.161-177
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Single-Source Localization as an Eigenvalue Problem
Larsson, Martin ^LU ; Larsson, Viktor ^LU ; Astrom, Kalle ^LU and Oskarsson, Magnus ^LU (2025) In IEEE Transactions on Signal Processing 73. p.574-583
- Contribution to journal › Article

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