Filip Malmberg
Senior Lecturer/Associate Professor at Department of Information Technology; Vi3; Image Analysis
- Telephone:
- +46 18 471 53 08
- E-mail:
- filip.malmberg@it.uu.se
- Visiting address:
- Hus 10, Regementsvägen 10
- Postal address:
- Box 524
751 20 UPPSALA
Short presentation
Filip Malmberg is a researcher in computerized image analysis, working at the Department of Information Technology.

Publications
Recent publications
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Part of Journal of Mathematical Imaging and Vision, 2026
- DOI for A general algorithmic pattern for finding lexicographic max-ordering solutions to combinatorial multicriteria optimization problems
- Download full text (pdf) of A general algorithmic pattern for finding lexicographic max-ordering solutions to combinatorial multicriteria optimization problems
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Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
Part of JHEP Reports, 2025
- DOI for Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
- Download full text (pdf) of Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
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Leveraging point annotations in segmentation learning with boundary loss
Part of Pattern Recognition, p. 194-210, 2025
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On the Properties of a Class of Greedy Algorithms for Multicriteria Optimization
Part of Discrete Geometry and Mathematical Morphology, p. 291-302, 2025
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Points2Regions: Fast, interactive clustering of imaging-based spatial transcriptomics data
Part of Cytometry Part A, 2024
- DOI for Points2Regions: Fast, interactive clustering of imaging-based spatial transcriptomics data
- Download full text (pdf) of Points2Regions: Fast, interactive clustering of imaging-based spatial transcriptomics data
All publications
Articles in journal
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Part of Journal of Mathematical Imaging and Vision, 2026
- DOI for A general algorithmic pattern for finding lexicographic max-ordering solutions to combinatorial multicriteria optimization problems
- Download full text (pdf) of A general algorithmic pattern for finding lexicographic max-ordering solutions to combinatorial multicriteria optimization problems
-
Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
Part of JHEP Reports, 2025
- DOI for Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
- Download full text (pdf) of Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
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Points2Regions: Fast, interactive clustering of imaging-based spatial transcriptomics data
Part of Cytometry Part A, 2024
- DOI for Points2Regions: Fast, interactive clustering of imaging-based spatial transcriptomics data
- Download full text (pdf) of Points2Regions: Fast, interactive clustering of imaging-based spatial transcriptomics data
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A whole-body diffusion MRI normal atlas: development, evaluation and initial use
Part of Cancer Imaging, 2023
- DOI for A whole-body diffusion MRI normal atlas: development, evaluation and initial use
- Download full text (pdf) of A whole-body diffusion MRI normal atlas: development, evaluation and initial use
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Part of Journal of Hepatology, 2022
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Guest Editorial: Discrete Geometry and Mathematical Morphology
Part of Journal of Mathematical Imaging and Vision, p. 691-692, 2022
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Part of Fluids and Barriers of the CNS, 2022
- DOI for White matter changes should not exclude patients with idiopathic normal pressure hydrocephalus from shunt surgery
- Download full text (pdf) of White matter changes should not exclude patients with idiopathic normal pressure hydrocephalus from shunt surgery
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Part of Scientific Reports, 2022
- DOI for Improved geometric accuracy of whole body diffusion-weighted imaging at 1.5T and 3T using reverse polarity gradients
- Download full text (pdf) of Improved geometric accuracy of whole body diffusion-weighted imaging at 1.5T and 3T using reverse polarity gradients
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Faster dense deformable image registration by utilizing both CPU and GPU
Part of Journal of Medical Imaging, 2021
- DOI for Faster dense deformable image registration by utilizing both CPU and GPU
- Download full text (pdf) of Faster dense deformable image registration by utilizing both CPU and GPU
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Fast graph-cut based optimization for practical dense deformable registration of volume images
Part of Computerized Medical Imaging and Graphics, 2020
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Multiple comparison correction methods for whole-body magnetic resonance imaging
Part of Journal of Medical Imaging, 2020
- DOI for Multiple comparison correction methods for whole-body magnetic resonance imaging
- Download full text (pdf) of Multiple comparison correction methods for whole-body magnetic resonance imaging
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Part of Scientific Reports, 2020
- DOI for Validation of automated whole-body analysis of metabolic and morphological parameters from an integrated FDG-PET/MRI acquisition
- Download full text (pdf) of Validation of automated whole-body analysis of metabolic and morphological parameters from an integrated FDG-PET/MRI acquisition
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Two Polynomial Time Graph Labeling Algorithms Optimizing Max-Norm-Based Objective Functions
Part of Journal of Mathematical Imaging and Vision, p. 737-750, 2020
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RayCaching: Amortized Isosurface Rendering for Virtual Reality
Part of Computer graphics forum (Print), p. 220-230, 2020
- DOI for RayCaching: Amortized Isosurface Rendering for Virtual Reality
- Download full text (pdf) of RayCaching: Amortized Isosurface Rendering for Virtual Reality
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Average volume reference space for large scale registration of whole-body magnetic resonance images
Part of PLOS ONE, 2019
- DOI for Average volume reference space for large scale registration of whole-body magnetic resonance images
- Download full text (pdf) of Average volume reference space for large scale registration of whole-body magnetic resonance images
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Part of Acta Ophthalmologica, p. 208-213, 2019
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A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis
Part of Scientific Reports, 2019
- DOI for A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis
- Download full text (pdf) of A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis
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PDNet: Semantic segmentation integrated with a primal-dual network for document binarization
Part of Pattern Recognition Letters, p. 52-60, 2019
- DOI for PDNet: Semantic segmentation integrated with a primal-dual network for document binarization
- Download full text (pdf) of PDNet: Semantic segmentation integrated with a primal-dual network for document binarization
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Part of European Journal of Nuclear Medicine and Molecular Imaging, 2018
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Using anti-aliased signed distance fields for generating surgical guides and plates from CT images
Part of Journal of WSCG, p. 11-20, 2017
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Exact Evaluation of Targeted Stochastic Watershed Cuts
Part of Discrete Applied Mathematics, p. 449-460, 2017
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A concept for holistic whole body MRI data analysis, Imiomics
Part of PLOS ONE, 2017
- DOI for A concept for holistic whole body MRI data analysis, Imiomics
- Download full text (pdf) of A concept for holistic whole body MRI data analysis, Imiomics
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SmartPaint: a tool for interactive segmentation of medical volume images
Part of Computer Methods In Biomechanics And Biomedical Engeineering-Imaging And Visualization, p. 36-44, 2017
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Part of Annals of Oncology, 2017
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Part of Skeletal Radiology, p. 763-769, 2016
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Part of Investigative Ophthalmology and Visual Science, 2016
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BoneSplit - A 3D Texture Painting Tool for Interactive Bone Separation in CT Images
Part of Journal of WSCG, p. 157-166, 2015
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Part of Psychiatry Research, p. 227-235, 2015
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Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge
Part of Medical Image Analysis, p. 359-373, 2014
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Canine body composition quantification using 3 tesla fat–water MRI
Part of Journal of Magnetic Resonance Imaging, p. 485-491, 2014
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Efficient algorithm for finding the exact minimum barrier distance
Part of Computer Vision and Image Understanding, p. 53-64, 2014
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An efficient algorithm for exact evaluation of stochastic watersheds
Part of Pattern Recognition Letters, p. 80-84, 2014
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Shape and volume of craniofacial cavities in intentional skull deformations
Part of American Journal of Physical Anthropology, p. 110-119, 2013
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Part of Obesity, 2013
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Part of NeuroImage, p. 355-360, 2013
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Part of Computer Vision and Image Understanding, p. 429-437, 2013
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Bisphenol A exposure increases liver fat in juvenile fructose-fed Fischer 344 rats
Part of Toxicology, p. 125-132, 2013
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A Graph-based Framework for Sub-pixel Image Segmentation
Part of Theoretical Computer Science, p. 1338-1349, 2011
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Part of Nuclear Instruments and Methods in Physics Research Section A, p. 143-148, 2011
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Part of International Journal of Adhesion and Adhesives, p. 551-557, 2009
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Läkarens känsel hjälper datorn
Part of Forskning & Framsteg, p. 62, 2009
Books
Chapters in book
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Virtual Cranio-Maxillofacial Surgery Planning with Stereo Graphics and Haptics
Part of Computer-Assisted Musculoskeletal Surgery, p. 29-42, Springer, 2016
Collections (editor)
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Springer, 2021
Comprehensive doctoral thesis
Comprehensive licentiate thesis
Conference papers
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Leveraging point annotations in segmentation learning with boundary loss
Part of Pattern Recognition, p. 194-210, 2025
-
On the Properties of a Class of Greedy Algorithms for Multicriteria Optimization
Part of Discrete Geometry and Mathematical Morphology, p. 291-302, 2025
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A Practical Algorithm for Max-Norm Optimal Binary Labeling of Graphs
Part of Graph-Based Representations in Pattern Recognition , GBRPR 2023, p. 35-45, 2023
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Cell Segmentation of in situ Transcriptomics Data using Signed Graph Partitioning
Part of Graph-Based Representations in Pattern Recognition, p. 139-148, 2023
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A Practical Algorithm for Max-Norm OptimalBinary Labeling of Graphs
Part of Graph-Based Representations in Pattern Recognition, 2023
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Recent Advances in Large Scale Whole Body MRI Image Analysis: Imiomics
Part of Proceedings of The 5th International Conference on Sustainable Information Engineering and Technology (SIET 2020), Malang, Indonesia, p. 10-15, 2020
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Optimization of max-norm objective functions in image processing and computer vision
Part of Discrete Geometry for Computer Imagery, p. 206-218, 2019
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SoftCut: A Virtual Planning Tool for Soft Tissue Resection on CT Images
Part of Medical Image Understanding and Analysis, p. 299-310, 2018
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When Can lp-norm Objective Functions Be Minimized via Graph Cuts?
Part of Combinatorial Image Analysis, p. 112-117, 2018
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BoneSplit – A 3D painting tool for interactive bone segmentation in CT images
Part of Pattern Recognition and Information Processing, p. 3-13, 2017
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Part of Ophthalmic Technologies XXVII, 2017
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The Boolean Map Distance: Theory and Efficient Computation
Part of International Conference on Discrete Geometry for Computer Imagery, p. 335-346, 2017
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The Minimum Barrier Distance: A Summary of Recent Advances
Part of Discrete Geometry for Computer Imagery. DGCI 2017, p. 57-68, 2017
- DOI for The Minimum Barrier Distance: A Summary of Recent Advances
- Download full text (pdf) of The Minimum Barrier Distance: A Summary of Recent Advances
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Signed Distance Fields for Modeling Surgical Guides and Plates from CT Images
Part of Proc, Swedish Symposium on Image Analysis, 2016
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Holistic whole-body MRI image analysis
Part of Symposium of the Swedish Society for Automated Image Analysis, Uppsala, Sweden, (SSBA), 2016
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Part of Ophthalmic Technologies XXVI, 2016
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A Toolbox for Non-parametric Deformable Registration of Volume Images
2016
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Part of Ophthalmic Technologies XXVI, 2016
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Interactive Deformation of Volume Images for Image Registration
Part of Proc. Interactive Medical Image Computing Workshop, 2015
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Fast evaluation of the robust stochastic watershed
Part of Mathematical Morphology and Its Applications to Signal and Image Processing, p. 705-716, 2015
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An interactive tool for deformable registration of volume images
Part of Symposium of the Swedish Society for Automated Image Analysis (SSBA), 2014
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Exact evaluation of stochastic watersheds: From trees to general graphs
Part of Discrete Geometry for Computer Imagery, p. 309-319, 2014
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The Minimum Barrier Distance - Stability to seed point position
Part of Discrete Geometry for Computer Imagery, DGCI 2014, p. 111-121, 2014
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Precise 3D Angle Measurements in CT Wrist Images
Part of Image Analysis and Processing – ICIAP 2013, p. 479-488, 2013
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Faster Fuzzy Connectedness via Precomputation
Part of Mathematical Morphology and Its Applications to Signal and Image Processing, p. 476-483, 2013
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Seeded Segmentation Based on Object Homogeneity
Part of Proceedings of the 21st International Conference on Pattern Recognition (ICPR), p. 21-24, 2012
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Smart Paint: A New Interactive Segmentation Method\\ Applied to MR Prostate Segmentation
Part of Prostate MR Image Segmentation Grand Challenge (PROMISE'12), a MICCAI 2012 workshop, 2012
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Towards User-Guided Quantitative Evaluation of Wrist Fractures in CT Images
Part of Computer Vision and Graphics, p. 204-211, 2012
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Part of Visual Informatics: Sustaining Research and Innovations, p. 1-12, 2011
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Generalized Hard Constraints for Graph Segmentation
Part of Image Analysis, 17th Scandinavian Conference. SCIA 2011., 2011
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Image Foresting Transform: On-the-fly Computation of Segmentation Boundaries
Part of Image Analysis: 17th Scandinavian Conference, SCIA 2011, 2011
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Relaxed Image Foresting Transforms for Interactive Volume Image Segmentation
Part of MEDICAL IMAGING 2010, 2010
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Segmentation and Visualization of 3D Medical Images through Haptic Rendering
Part of Proceedings of the 10th International Conference on Pattern Recognition and Information Processing (PRIP 2009), p. 43-48, 2009
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Sub-pixel Segmentation with the Image Foresting Transform
Part of Proceedings of International Workshop on Combinatorial Image Analysis, p. 201-211, 2009
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Interactive Segmentation with Relaxed Image Foresting Transforms
Part of Proceedings of SSBA 2009, 2009
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Binarization of Phase Contrast Volume Images of Fibrous Materials: A Case Study
Part of Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP 2009), p. 148-153, 2009
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An Automated Image Analysis Method for Measuring Fibre Contact in Fibrous and Composite Materials
Part of 13th European Conference on Composite Materials (ECCM), 2008
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Graph Cut Based Segmentation of Phase Contrast Volume Images of Fibrous Materials
Part of Proceedings of Swedish Symposium on Image Analysis (SSBA'08), p. 131-134, 2008
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Minimal Cost-Path for Path-Based Distances
Part of Proceedings of 5th International Symposium on Image and Signal Processing and Analysis (ISPA 2007), p. 379-384, 2007
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A 3D live-wire segmentation method for volume images using haptic interaction
Part of DISCRETE GEOMETRY FOR COMPUTER IMAGERY, PROCEEDINGS 4245, p. 663-673, 2006
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Part of Progress in Paper Physics Seminar, Oxford, Ohio, 2006, 2006
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Part of 2006 Progress in Paper Physics, 2006
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Part of 2006 Progress in Paper Physics, 2006
Manuscripts (preprints)
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CalligraphyNet: Augmenting handwriting generation with quill based stroke width
2019
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A toolkit for interactive medical image visualization and segmentation with haptics
2008
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Faster dense deformable image registration by utilizing both CPU and GPU
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Vectorised High-Fidelity Haptic Rendering with Dynamic Pointshell
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Deformable Image Registration of Volumetric Whole-body MRI: An Evaluation
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Rapid and Precise Orbit Segmentation through Interactive 3D Painting