Maria Magnusson
Associate Professor
I am an assistant professor at the Computer Vision Laboratory at the Department of Electrical Engineering.
Publication list
Journal papers
Maria Magnusson, Gudrun Alm Carlsson, Michael Sandborg, Åsa Carlsson Tedgren, Alexandr Malusek, 
Optimal Selection of Base Materials for Accurate Dual-Energy Computed Tomography, Radiation Protection Dosimetry 195:218-224 (2021) 
https://doi.org/10.1093/rpd/ncab097
Maria Magnusson, Michael Sandborg, Gudrun Alm Carlsson, Lilian Henriksson, Åsa Carlsson Tedgren, Alexandr Malusek, ACCURACY OF CT NUMBERS OBTAINED BY DIRA AND MONOENERGETIC PLUS ALGORITHMS IN DUAL-ENERGY COMPUTED TOMOGRAPHY, Radiation Protection Dosimetry 195:212-217 (2021) https://doi.org/10.1093/rpd/ncab108
Julius Jeuthe, José Carlos González Sánchez, Maria Magnusson, Michael Sandborg, Åsa Carlsson Tedgren, Alexandr Malusek, Semi-Automated 3D Segmentation of Pelvic Region Bones in CT Volumes for the Annotation of Machine Learning Datasets, Radiation Protection Dosimetry 195:172-176 (2021) https://doi.org/10.1093/rpd/ncab073
Jose Carlos Gonzalez Sanchez, Maria Magnusson, Michael Sandborg, Åsa Carlsson Tedgren, Alexandr Malusek, Segmentation of bones in medical dual-energy computed tomography volumes using the 3D U-Net, Physica medica (Testo stampato) 69:241-247 (2020) https://doi.org/10.1016/j.ejmp.2019.12.014
Maria Magnusson, Magnus Björnfot, Åsa Carlsson Tedgren, Gudrun Alm Carlsson, Michael Sandborg, Alexandr Malusek, DIRA-3D-a model-based iterative algorithm for accurate dual-energy dual-source 3D helical CT, Biomedical Engineering & Physics Express 5:UNSP 065005 (2019) https://doi.org/10.1088/2057-1976/ab42ee
Alexandr Malusek, Maria Magnusson, Michael Sandborg, Gudrun Alm Carlsson, A model-based iterative reconstruction algorithm DIRA using patient-specific tissue classification via DECT for improved quantitative CT in dose planning, Medical physics (Lancaster) 44:2345-2357 (2017) https://doi.org/10.1002/mp.12238
Alexander Örtenberg, Maria Magnusson, Michael Sandborg, Gudrun Alm Carlsson, Alexandr Malusek, PARALLELISATION OF THE MODEL-BASED ITERATIVE RECONSTRUCTION ALGORITHM DIRA, Radiation Protection Dosimetry 169:405-409 (2016) https://doi.org/10.1093/rpd/ncv430
Martin Kardell, Maria Magnusson, Michael Sandborg, Gudrun Alm Carlsson, Julius Jeuthe, Alexandr Malusek, AUTOMATIC SEGMENTATION OF PELVIS FOR BRACHYTHERAPYOF PROSTATE, Radiation Protection Dosimetry 169:398-404 (2016) https://doi.org/10.1093/rpd/ncv461
Alexandr Malusek, Mattias Karlsson, Maria Magnusson, Gudrun Alm Carlsson, The potential of dual-energy computed tomography for quantitative decomposition of soft tissues to water, protein and lipid in brachytherapy, Physics in Medicine and Biology 58:771-785 (2013) https://doi.org/10.1088/0031-9155/58/4/771
Maria Magnusson, Per-Erik Danielsson, Johan Sunnegårdh, Handling of Long Objects in Iterative Improvement of Non-Exact Reconstruction in Helical Cone-Beam CT, IEEE Transactions on Medical Imaging 25:935-940 (2006) https://doi.org/10.1109/TMI.2006.876156
Alexandr Malusek, Maria Magnusson Seger, Michael Sandborg, Gudrun Alm Carlsson, Effect of scatter on reconstructed image quality in cone beam CT, Radiation Protection Dosimetry 114:337-340 (2005) https://doi.org/10.1093/rpd/nch541
Conference papers
Yushan Zhang, Andreas Robinson, Maria Magnusson, Michael Felsberg, Leveraging Optical Flow Features for Higher Generalization Power in Video Object Segmentation, 2023 IEEEInternational Conferenceon Image Processing, pp. 326-330, IEEE (2023) https://doi.org/10.1109/ICIP49359.2023.10222542
Yushan Zhang, Johan Edstedt, Bastian Wandt, Per-Erik Forssén, Maria Magnusson, Michael Felsberg, GMSF: Global Matching Scene Flow, ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), Advances in Neural Information Processing Systems, NEURAL INFORMATION PROCESSING SYSTEMS (NIPS) (2023)
Alexandr Malusek, Maria Magnusson, Michael Sandborg, Robin Westin, Gudrun Alm Carlsson, Prostate tissue decomposition via DECT using the modelbased iterative image reconstruction algorithm DIRA, Medical Imaging 2014, Bruce R. Whiting; Christoph Hoeschen; Despina Kontos (ed.), Progress in Biomedical Optics and Imaging, p. Art.nr. 90333H, SPIE - International Society for Optical Engineering (2014) https://doi.org/10.1117/12.2043445
Maria Magnusson, Olof Dahlqvist Leinhard, Helene van Ettinger-Veenstra, Peter Lundberg, FMRI Using 3D PRESTO-CAN - A Novel Method Based on Golden Angle Hybrid Radial-Cartesian Sampling of K-Space (2012)
Maria Magnusson, Alexandr Malusek, Arif Muhammad, Gudrun Alm Carlsson, Determination of Quantitative Tissue Composition by Iterative Reconstruction on 3D DECT Volumes (2011)
Maria Magnusson, Alexandr Malusek, Arif Muhammad, Gudrun Alm Carlsson, Iterative Reconstruction for QuantitativeTissue Decomposition in Dual-Energy CT, Proceedings of the 17th Scandinavian Conference, SCIA 2011, Ystad, Sweden, May 2011., Anders Heyden,Fredrik Kahl (eds.), Lecture Notes in Computer Science, pp. 479-488, Springer Berlin/Heidelberg (2011) https://doi.org/10.1007/978-3-642-21227-7_45
Maria Magnusson, Olof Dahlqvist Leinhard, Peter Lundberg, A 3D-Plus-Time Radial-Cartesian Hybrid Sampling of K-Space With High Temporal Resolution and Maintained Image Quality for MRI and FMRI (2011)
Anette Karlsson, Maria Magnusson, Olof Dahlqvist Leinhard, Peter Lundberg, Successful Motion Correction in Reconstruction of Radial MRI (2011)
Gustav Ahlman, Maria Magnusson, Olof Dahlqvist Leinhard, Peter Lundberg, Increased temporal resolution in radial-Cartesian sampling of k-space by implementation of parallel imaging, , Springer (2011)
Maria Magnusson, Olof Dahlqvist Leinhard, Patrik Brynolfsson, Per Thyr, Peter Lundberg, 3D Magnetic Resonance Imaging of the Human Brain - Novel Radial Sampling, Filtering and Reconstruction, Proc of the 12th IASTED International Conference on Signal and Image Processing (SIP 2010), August 23 - 25, 2010, Lahaina, Maui, USA, B. Flinchbaugh (ed.), ACTA Press, pp. Track: 710-042-(8 pages), ACTA Press, Calgary, AB, Canada (2010)
Maria Magnusson, Olof Dahlqvist Leinhard, Patrik Brynolfsson, Peter Lundberg, Improved temporal resolution in radial k-space sampling using an hourglass filter, ISMRM 17th Scientific Meeting & Exhibition, Honolulu, Hawaii, USA (2009)
Maria Magnusson, Olof Dahlqvist Leinhard, Patrik Brynolfsson, Peter Lundberg, Radial k-space sampling: step response using different filtering techniques, ISMRM Workshop on Data sampling and Image Reconstruction, The Enchantment Resort, Sedona, Arizona, USA (2009)
Maria Magnusson, Projection generation through voxel volumes considering signal processing theory, Fully 3D 2007, Ninth International Meeting on Fully Three-dimensional Image Reconstruction in Radiology and Nuclear Medicine 2007 (2007)
Maria Magnusson, Per-Erik Danielsson, Johan Sunnegårdh, Handling of Long Objects in Iterative Reconstruction from Helical Cone-Beam Projections, Fully 3D 2005, Eighth International Meeting on Fully Three-dimensional Image Reconstruction in Radiology and Nuclear Medicine 2005 (2005)
Johan Sunnegårdh, Per-Erik Danielsson, Maria Magnusson, Iterative Improvement of Non-Exact Reconstruction in Cone-Beam CT, Fully 3D 2005, Eighth International Meeting on Fully Three-dimensional Image Reconstruction in Radiology and Nuclear Medicine 2005 (2005)
Per-Erik Danielsson, Maria Magnusson, Johan Sunnegårdh, Basis and window functions in CT, Fully 3D 2005, Eighth International Meeting on Fully Three-dimensional Image Reconstruction in Radiology and Nuclear Medicine 2005 (2005)
Maria Magnusson Seger, Rampfilter implementation on truncated projection data. Application to 3D linear tomography for logs., Proceedings SSAB02 Symposium on Image Analysis, pp. 33-36 (2002)
Book chapters
Maria Magnusson, Gudrun Alm Carlsson, Michael Sandborg, Åsa Carlsson Tedgren, Alexandr Malusek, On the Choice of Base Materials for Alvarez–Macovski and DIRA Dual-energy Reconstruction Algorithms in CT, Photon Counting Computed Tomography, Scott Hsieh, Krzysztof (Kris) Iniewski (eds.), pp. 153-175, Springer, Cham (2023) https://doi.org/10.1007/978-3-031-26062-9_8
Katarina Flood, Per-Erik Danielsson, Maria Magnusson Seger, On 3D scanning, reconstruction, enhancement, and segmentation of logs, Image Analysis, Josef Bigun and Tomas Gustavsson (ed.), Lecture Notes in Computer Science, pp. 733-740, Springer Berlin/Heidelberg (2003) https://doi.org/10.1007/3-540-45103-X_97
Reports
Maria Magnusson, Short on camera geometry and camera calibration, LiTH-ISY-R-3070, Linköping University Electronic Press, Linköping (2010)
Olle Seger, Maria Magnusson Seger, The MATLAB/C program take - a program for simulation of X-ray projections from 3D volume data. Demonstration of beam-hardening artefacts in subsequent CT reconstruction., LiTH-ISY-R-2682, Linköping University, Department of Electrical Engineering, Linköping, Sweden (2005)
Per-Erik Danielsson, Maria Magnusson Seger, Combining Fourier and iterative methods in computer tomography, LiTH-ISY-R- 2634, Linköping University, Department of Electrical Engineering, Linköping, Sweden (2004)
Per-Erik Danielsson, Maria Magnusson Seger, Henrik Turbell, The PI-methods for Helical Cone-Beam Tomography, LiTH-ISY-R-2428, Linköping University, Department of Electrical Engineering, Linköping, Sweden (2002)