Computer Vision and Machine Learning

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2025
Mark Enhancing sparse identification of nonlinear dynamics with Earth-Mover distance and group similarity
Liu, Donglin ^LU and Sopasakis, Alexandros ^LU (2025) In Chaos (Woodbury, N.Y.) 35(3).
- Contribution to journal › Article
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 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 Predicting intra-field yield variations for winter wheat using remote sensing and Graph Attention Networks
Åström, Oskar ^LU ; Månsson, Simon ; Lazar, Isac ; Nilsson, Magnus ; Ekelöf, Joakim ; Oxenstierna, Andreas and Sopasakis, Alexandros ^LU (2025) In Computers and Electronics in Agriculture 237.
- Contribution to journal › Article
Mark Fine-Grained Classification of Unpigmented Skin Cancer from Paired Dermatoscopy Images
Gummeson, Anna ^LU ; Flood, Gabrielle ^LU ; Nielsen, Kari ^LU ; Nätterdahl, Carolina ^LU ; Johansson, Fredrik ^LU ; Ingvar, Åsa ^LU and Arvidsson, Ida ^LU (2025) 23rd Scandinavian Conference on Image Analysis, SCIA 2025 In Lecture Notes in Computer Science 15726 LNCS. p.293-306
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark System Identification and Data-Driven Modeling
Liu, Donglin ^LU (2025)
- Thesis › Doctoral thesis (compilation)
Mark Sparse Multi-View Computer Vision for 3D Human and Scene Understanding
Moliner, Olivier ^LU (2025)
- Thesis › Doctoral thesis (compilation)
Mark Integrating smooth motion assumptions with RANSAC-based sound source localization
Gulin, Jens ^LU ; Åström, Kalle ^LU and Aminifar, Amir ^LU (2025) 33rd European Signal Processing Conference (EUSIPCO 2025) p.226-230
- 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

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