Computer Vision and Machine Learning

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2025
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 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 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 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 Accelerating aqueous electrolyte design with automated full-cell battery experimentation and Bayesian optimization
Yik, Jackie T. ; Hvarfner, Carl ^LU ; Sjölund, Jens ; Berg, Erik J. and Zhang, Leiting (2025) In Cell Reports Physical Science 6(5).
- Contribution to journal › Article
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 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 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

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