Karl Åström
- Centre for Mathematical Sciences
- Mathematical Imaging Group
- LU Profile Area: Natural and Artificial Cognition
- LTH Profile Area: AI and Digitalization
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication
- eSSENCE: The e-Science Collaboration
- Stroke Imaging Research group
- LTH Profile Area: Engineering Health
- LU Profile Area: Proactive Ageing
- LU Profile Area: Light and Materials
- LU Profile Area: Nature-based future solutions
- Mathematics (Faculty of Engineering)
- Computer Vision and Machine Learning
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- 2024
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Estimates of Temporal Edge Detection Filters in Human Vision
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- Contribution to journal › Article
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GCC-PHAT Re-Imagined - A U-Net Filter for Audio TDOA Peak-Selection
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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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
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- Contribution to journal › Article
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Cerebrospinal fluid reference proteins increase accuracy and interpretability of biomarkers for brain diseases
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- Contribution to journal › Article
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THE LU SYSTEM FOR DCASE 2024 SOUND EVENT LOCALIZATION AND DETECTION CHALLENGE
2024)(
- Book/Report › Report
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LuViRA Dataset Validation and Discussion: Comparing Vision, Radio, and Audio Sensors for Indoor Localization
2024) In IEEE Journal of Indoor and Seamless Positioning and Navigation(
- Contribution to journal › Article
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The use of accelerometer bracelets to evaluate arm motor function over a stroke rehabilitation period – an explorative observational study
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- Contribution to journal › Article
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LidarCLIP or : How i Learned to Talk to Point Clouds
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction
2024) 18th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2024(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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The LuViRA Dataset: Synchronized Vision, Radio, and Audio Sensors for Indoor Localization
2024) 2024 IEEE International Conference on Robotics and Automation, ICRA 2024(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2023
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Doubly-Block Circulant Kernel Matrix Exploitation in Convolutional Accelerators
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Revisiting the P3P Problem
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Augmentation Strategies for Self-Supervised Representation Learning from Electrocardiograms
2023) 31st European Signal Processing Conference, EUSIPCO 2023 In European Signal Processing Conference p.1075-1079(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Polygon Detection for Room Layout Estimation using Heterogeneous Graphs and Wireframes
2023) 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 In Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 p.1-10(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Minimal Solutions to Generalized Three-View Relative Pose Problem
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
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Reading the ransom: Methodological advancements in extracting the Swedish Wealth Tax of 1571
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- Contribution to journal › Article
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Deep learning prediction of quantitative coronary angiography values using myocardial perfusion images with a CZT camera
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- Contribution to journal › Article
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Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies
2023) 22nd Scandinavian Conference on Image Analysis, SCIA 2023 In Lecture Notes in Computer Science 13886. p.293-308(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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The Multi-view Geometry of Parallel Cylinders
2023) 22nd Scandinavian Conference on Image Analysis, SCIA 2023 In Lecture Notes in Computer Science 13886. p.482-499(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Luminance-Preserving and Temporally Stable Daltonization
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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Classification of point-of-care ultrasound in breast imaging using deep learning
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Combined analysis of satellite and ground data for winter wheat yield forecasting
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- Contribution to journal › Article
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Design of an Application-specific VLIW Vector Processor for ORB Feature Extraction
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- Contribution to journal › Article
- 2022
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Trilateration Using Motion Models
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Sensor node calibration in presence of a dominant reflective plane
2022) 30th European Signal Processing Conference, EUSIPCO 2022 In European Signal Processing Conference 2022-August. p.1941-1945(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Minimal Solvers for Point Cloud Matching with Statistical Deformations
2022) 26th International Conference on Pattern Recognition, ICPR 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Machine Learning
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- Chapter in Book/Report/Conference proceeding › Book chapter
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Machine learning algorithm for classification of breast ultrasound images
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Bootstrapped Representation Learning for Skeleton-Based Action Recognition
2022) 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022-June. p.4153-4163(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Trust Your IMU : Consequences of Ignoring the IMU Drift
2022) 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022-June. p.4467-4476(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Quadrotor Control on SU(2)× R3with SLAM Integration
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Fast and efficient minimal solvers for quadric based camera pose estimation
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Joint Handwritten Text Recognition and Word Classification for Tabular Information Extraction
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Multiple Offsets Multilateration: : A New Paradigm for Sensor Network Calibration with Unsynchronized Reference Nodes
2022) 47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2022-May. p.4958-4962(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Extending GCC-PHAT using Shift Equivariant Neural Networks
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Semantic Room Wireframe Detection from a Single View
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2021
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Minimal solvers for indoor UAV positioning
2021) 25th International Conference on Pattern Recognition, ICPR 2020 In Proceedings - International Conference on Pattern Recognition p.1136-1143(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Reconfigurable multi-access pattern vector memory for real-time orb feature extraction
2021) 53rd IEEE International Symposium on Circuits and Systems, ISCAS 2021 In Proceedings - IEEE International Symposium on Circuits and Systems 2021-May.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Calibration and Absolute Pose Estimation of Trinocular Linear Camera Array for Smart City Applications
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.103-110(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Yttrande över Europeiska kommissionens förslag till förordning om harmoniserade regler för artificiell intelligens
2021)(
- Other contribution › Consultation response
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Generic Merging of Structure from Motion Maps with a Low Memory Footprint
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.4385-4392(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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In Depth Bayesian Semantic Scene Completion
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.6335-6342(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Better Prior Knowledge Improves Human-Pose-Based Extrinsic Camera Calibration
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.4758-4765(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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An Artificial Intelligence-based Support Tool for Automation and Standardisation of Gleason Grading in Prostate Biopsies
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- Contribution to journal › Article
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Mark
Accurate Indoor Positioning Based on Learned Absolute and Relative Models
2021) 2021 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2021(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Energy-Efficient Application-Specific Instruction-Set Processor for Feature Extraction in Smart Vision Systems
2021) 55th Asilomar Conference on Signals, Systems and Computers, ACSSC 2021 In Conference Record - Asilomar Conference on Signals, Systems and Computers 2021-October. p.324-328(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Extension of Time-Difference-of-Arrival Self Calibration Solutions Using Robust Multilateration
2021) 29th European Signal Processing Conference, EUSIPCO 2021 In European Signal Processing Conference p.870-874(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Homotopy Continuation for Sensor Networks Self-Calibration
2021) 29th European Signal Processing Conference, EUSIPCO 2021 In European Signal Processing Conference 2021-August. p.1725-1729(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Parameterization of Ambiguity in Monocular Depth Prediction
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Detection of unilateral arm paresis after stroke by wearable accelerometers and machine learning
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- Contribution to journal › Article