Computer Vision and Machine Learning

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2024
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 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 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
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 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
2023
Mark Personalized Pose Forecasting
Priisalu, Maria ^LU ; Kronvall, Ted ^LU and Sminchisescu, Cristian ^LU (2023)
- Working paper/Preprint › Preprint in preprint archive
Mark Minimal Solutions to Generalized Three-View Relative Pose Problem
Ding, Yaqing ^LU ; Chien, Chiang Heng ; Larsson, Viktor ^LU ; Åström, Karl ^LU and Kimia, Benjamin (2023) 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023 In Proceedings of the IEEE International Conference on Computer Vision p.8122-8130
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Random-Access Neural Compression of Material Textures
Vaidyanathan, Karthik ; Salvi, Marco ; Wronski, Bartlomiej ; Akenine-Möller, Tomas ^LU ; Ebelin, Pontus ^LU and Lefohn, Aaron (2023) In ACM Transactions on Graphics p.1-25
- Contribution to journal › Article
Mark Luminance-Preserving and Temporally Stable Daltonization
Ebelin, Pontus ^LU ; Crassin, Cyril ; Denes, Gyorgy ; Oskarsson, Magnus ^LU ; Åström, Kalle ^LU and Akenine-Möller, Tomas ^LU (2023) EUROGRAPHICS 2023, the 44th Annual Conference of the European Association for Computer Graphics p.45-49
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding

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