Computer Vision and Machine Learning

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2025
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 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
2024
Mark Comparing a pre-defined versus deep learning approach for extracting brain atrophy patterns to predict cognitive decline due to Alzheimer’s disease in patients with mild cognitive symptoms
Arvidsson, Ida ^LU ; Strandberg, Olof ^LU ; Palmqvist, Sebastian ^LU ; Stomrud, Erik ^LU ; Cullen, Nicholas ^LU ; Janelidze, Shorena ^LU ; Tideman, Pontus ^LU ; Heyden, Anders ^LU ; Åström, Karl ^LU and Hansson, Oskar ^LU , et al. (2024) In Alzheimer's Research and Therapy 16(1).
- Contribution to journal › Article
Mark The LuViRA Dataset: Synchronized Vision, Radio, and Audio Sensors for Indoor Localization
Yaman, Ilayda ^LU ; Tian, Guoda ^LU ; Larsson, Martin ^LU ; Persson, Patrik ^LU ; Sandra, Michiel ^LU ; Dürr, Alexander ^LU ; Tegler, Erik ^LU ; Challa, Nikhil ; Garde, Henrik ^LU and Tufvesson, Fredrik ^LU , et al. (2024) 2024 IEEE International Conference on Robotics and Automation, ICRA 2024 p.11920-11926
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Alternative implementations of the Auxiliary Duplicating Permutation Invariant Training
Gulin, Jens ^LU and Åström, Kalle ^LU (2024) 3919.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Deep Learning for Breast Cancer Detection in Ultrasound Imaging : Classification, Managing Data Scarcity and Detecting Out-of-Distribution Samples
Karlsson, Jennie ^LU (2024) In Licentiate theses in mathematical sciences 2024(2).
- Thesis › Licentiate thesis
Mark Evaluating and Improving Rendered Visual Experiences : Metrics, Compression, Higher Frame Rates & Recoloring
Ebelin, Pontus ^LU (2024) In Doctoral Theses in Mathematical Sciences
- Thesis › Doctoral thesis (compilation)
Mark GCC-PHAT Re-Imagined - A U-Net Filter for Audio TDOA Peak-Selection
Gulin, Jens ^LU and Åström, Kalle ^LU (2024) 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing p.8806-8810
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Estimates of Temporal Edge Detection Filters in Human Vision
Ebelin, Pontus ^LU ; Denes, Gyorgy ; Akenine-Möller, Tomas ^LU ; Åström, Kalle ^LU ; Oskarsson, Magnus ^LU and McIlhagga, William H. (2024) In ACM Transactions on Applied Perception 21(2).
- Contribution to journal › Article

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