Anders Heyden
- Mathematics (Faculty of Engineering)
- Engineering Mathematics (M.Sc.Eng.)
- Mathematical Imaging Group
- Centre for Mathematical Sciences
- eSSENCE: The e-Science Collaboration
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication
- LTH Profile Area: Engineering Health
- LTH Profile Area: AI and Digitalization
- LU Profile Area: Natural and Artificial Cognition
- LU Profile Area: Proactive Ageing
- Computer Vision and Machine Learning
- Faculty of Engineering, LTH
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- 2024
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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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Fast Relative Pose Estimation using Relative Depth
2024) 11th International Conference on 3D Vision, 3DV 2024 In Proceedings - 2024 International Conference on 3D Vision, 3DV 2024 p.873-881(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2023
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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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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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Deep learning prediction of quantitative coronary angiography values using myocardial perfusion images with a CZT camera
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- Contribution to journal › Article
- 2022
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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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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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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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Detailed 3D human body reconstruction from multi-view images combining voxel super-resolution and learned implicit representation
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- Contribution to journal › Article
- 2021
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3D Human Pose and Shape Estimation Through Collaborative Learning and Multi-View Model-Fitting
2021) 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) In IEEE Winter Conference on Applications of Computer Vision (WACV) p.1887-1896(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Learning to Implicitly Represent 3D Human Body From Multi-scale Features and Multi-view Images
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.8968-8975(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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A Novel Joint Points and Silhouette-Based Method to Estimate 3D Human Pose and Shape
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- 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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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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Efficient real-time radial distortion correction for UAVs
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Detection of left bundle branch block and obstructive coronary artery disease from myocardial perfusion scintigraphy using deep neural networks
2021) Medical Imaging 2021: Computer-Aided Diagnosis In Progress in Biomedical Optics and Imaging - Proceedings of SPIE 11597.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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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
- 2020
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Differentiable fixed-rank regularisation using bilinear parameterisation
2020) 30th British Machine Vision Conference, BMVC 2019(
- Contribution to conference › Paper, not in proceeding
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Bilinear parameterization for differentiable rank-regularization
2020) 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020 In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2020-June. p.1416-1425(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Prediction of obstructive coronary artery disease from myocardial perfusion scintigraphy using deep neural networks
2020) 25th International Conference on Pattern Recognition, ICPR 2020 In Proceedings - International Conference on Pattern Recognition p.4442-4449(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Domain-adversarial neural network for improved generalization performance of gleason grade classification
2020) Medical Imaging 2020: Digital Pathology In Progress in Biomedical Optics and Imaging - Proceedings of SPIE 11320.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2019
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Template based human pose and shape estimation from a single RGB-D image
2019) 8th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2019 p.574-581(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Automatic detection of small areas of Gleason grade 5 in prostate tissue using CNN
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Generalization of Parameter Recovery in Binocular Vision for a Planar Scene
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- Contribution to journal › Article
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Stochastic Analysis of Time-Difference and Doppler Estimates for Audio Signals
2019) 7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 11351 LNCS. p.116-138(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Parametric Model-Based 3D Human Shape and Pose Estimation from Multiple Views
2019) 21st Scandinavian Conference on Image Analysis, SCIA 2019 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 11482 LNCS. p.336-347(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Efficient Merging of Maps and Detection of Changes
2019) 21st Scandinavian Conference on Image Analysis, SCIA 2019 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 11482 LNCS. p.348-360(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Comparison of different augmentation techniques for improved generalization performance for gleason grading
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2018
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Estimating Uncertainty in Time-difference and Doppler Estimates
2018) 7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018 p.245-253(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Relative pose estimation in binocular vision for a planar scene using inter-image homographies
2018) 7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018 2018-January. p.568-575(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Generalization of prostate cancer classification for multiple sites using deep learning
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2017
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Automatic Gleason grading of H&E stained microscopic prostate images using deep convolutional neural networks
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Semantic segmentation of microscopic images of H&E stained prostatic tissue using CNN
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Visual Odometry from Two Point Correspondences and Initial Automatic Tilt Calibration
2017) 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) 6. p.340-346(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2016
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Efficient simulations of tubulin-driven axonal growth
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- Contribution to journal › Article
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Recovering Planar Motion from Homographies Obtained using a 2.5-Point Solver for a Polynomial System
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Measuring and Evaluating Bitumen Coverage of Stones using two Different Digital Image Analysis Methods
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- Contribution to journal › Article
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Towards Grading Gleason Score using Generically Trained Deep convolutional Neural Networks
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2015
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Discrete Optimal View Path Planning
2015) 10:th International Conference on Computer Vision Theory and Applications (VISAPP 2015) p.411-419(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Joint Under and Over Water Calibration of a Swimmer Tracking System
2015) 4th International Conference on Pattern Recognition Applications and Methods (IPCRAM 2015) p.142-149(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2014
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A one-dimensional moving-boundary model for tubulin-driven axonal growth.
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- Contribution to journal › Article
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Estimation of Grain Size in Asphalt Samples using Digital Image Analysis
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Trajectory Estimation Using Relative Distances Extracted from Inter-image Homographies
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Ego-Motion Recovery and Robust Tilt Estimation for Planar Motion Using Several Homographies
2014) 9th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2014) p.635-639(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
A Measure of Septum Shape Using Shortest Path Segmentation in Echocardiographic Images of LVAD Patients
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2013
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Segmentation of the Left Heart Ventricle in Ultrasound Images Using a Region Based Snake
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Planar Motion and Hand-Eye Calibration Using Inter-Image Homographies from a Planar Scene
2013) 8th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2013) p.164-168(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Measuring Bitumen Coverage of Stones using a Turntable and Specular Reflections
2013) 8th International Conference on Computer Vision Theory and Applications (VISAPP 2013) p.333-337(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2012
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Mark
Multimodel Pathway Enrichment Methods for Functional Evaluation of Expression Regulation.
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- Contribution to journal › Article
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Covariance Propagation and Next Best View Planning for 3D Reconstruction
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding