Mathematical Imaging Group
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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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Estimates of Temporal Edge Detection Filters in Human Vision
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- Contribution to journal › Article
- 2023
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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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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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Combined analysis of satellite and ground data for winter wheat yield forecasting
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- Contribution to journal › Article
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Robust and Accurate Cylinder Triangulation
2023) 23nd Scandinavian Conference on Image Analysis, SCIA 2023 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13886 LNCS. p.451-466(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Partially calibrated semi-generalized pose from hybrid point correspondences
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Design of an Application-specific VLIW Vector Processor for ORB Feature Extraction
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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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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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Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors
2023) 2023 IEEE International Conference on Robotics and Automation, ICRA 2023 In Proceedings - IEEE International Conference on Robotics and Automation 2023-May. p.6189-6195(
- 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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Four-view Geometry with Unknown Radial Distortion
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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DeepLSD : Line Segment Detection and Refinement with Deep Image Gradients
2023) 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023-June. p.17327-17336(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Compacting Singleshot Multi-Plane Image via Scale Adjustment
2023) 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023 p.549-554(
- 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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Privacy Preserving Localization via Coordinate Permutations
2023) 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023 In Proceedings of the IEEE International Conference on Computer Vision p.18128-18137(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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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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Reducing the Impact of Bias in Oral Assessments
2023) 2023.(
- 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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Revisiting Rotation Averaging : Uncertainties and Robust Losses
2023) 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023-June. p.17215-17224(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Efficient Time-of-Arrival Self-Calibration using Source Implicitization
2023) 31st European Signal Processing Conference, EUSIPCO 2023 In European Signal Processing Conference p.1644-1648(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2022
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Machine Learning
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- Chapter in Book/Report/Conference proceeding › Book chapter
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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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Points to patches: Enabling the use of self-attention for 3D shape recognition
2022) 26TH International Conference on Pattern Recognition, 2022 In International Conference on Pattern Recognition p.528-534(
- 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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Generalized Urban Traffic Surveillance (GUTS) : World-Coordinate Tracking for Traffic Safety Applications
2022) 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 In IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022-October. p.3813-3818(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Monocular Estimation of Translation, Pose and 3D Shape on Detected Objects using a Convolutional Autoencoder
2022) 17th International Conference on Computer Vision Theory and Applications, VISAPP 2022(
5. p.390-396- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Bias Versus Non-Convexity in Compressed Sensing
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- Contribution to journal › Article
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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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ERA : Enhanced Rational Activations
2022) 17th European Conference on Computer Vision, ECCV 2022 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13680 LNCS. p.722-738(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Learning Online Multi-sensor Depth Fusion
2022) 17th European Conference on Computer Vision, ECCV 2022 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13692 LNCS. p.87-105(
- 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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On the Tightness of Semidefinite Relaxations for Rotation Estimation
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- Contribution to journal › Article
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NICE-SLAM: Neural Implicit Scalable Encoding for SLAM
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Privacy Preserving Partial Localization
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Camera Pose Estimation Using Implicit Distortion Models
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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
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Pelvic U-Net : multi-label semantic segmentation of pelvic organs at risk for radiation therapy anal cancer patients using a deeply supervised shuffle attention convolutional neural network
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- Contribution to journal › Article
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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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Computer Vision for Automated Traffic Safety Assessment : A Machine Learning Approach
2022)(
- Thesis › Doctoral thesis (compilation)
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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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Seg2Pose: Pose Estimations from Instance Segmentation Masks in One or Multiple Views for Traffic Applications
2022) 17th International Conference on Computer Vision Theory and Applications, VISAPP 2022(
5. p.777-784- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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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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Data-Efficient Learning of Semantic Segmentation
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- Thesis › Doctoral thesis (compilation)
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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