Computer Vision and Machine Learning

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2026
Mark Efficient Monocular 3D Localisation Using Machine Learning : with Additional Studies on Pose Estimation and Shape Reconstruction
Persson, Ivar ^LU (2026)
- Thesis › Doctoral thesis (compilation)
Mark Real-World Applications of Anomaly Detection : Detecting the Unexpected Through Distributional Modelling
Åström, Oskar ^LU (2026) In Licentiate theses in mathematical sciences 2027(1).
- Thesis › Licentiate thesis
2025
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
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 Efficient Two-view Estimation using Richer Geometric Correspondences
Astermark, Jonathan ^LU (2025) In Licensiate Theses in Mathematical Sciences 2025(1).
- Thesis › Licentiate thesis
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 Trustworthiness for Deep Learning Based Breast Cancer Detection Using Point-of-Care Ultrasound Imaging in Low-Resource Settings
Wodrich, Marisa ^LU ; Karlsson, Jennie ^LU ; Lång, Kristina ^LU and Arvidsson, Ida ^LU (2025) 1st MICCAI Meets Africa Workshop, MImA 2024 and 1st MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024 In Communications in Computer and Information Science 2240. p.42-51
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding

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