Joakim Lindblad
Professor vid Institutionen för informationsteknologi; Vi3; Bildanalys
- Telefon:
- 018-471 34 32
- Mobiltelefon:
- 073-316 85 49
- E-post:
- joakim.lindblad@it.uu.se
- Besöksadress:
- Hus 10, Regementsvägen 10
- Postadress:
- Box 337
751 05 UPPSALA
- Akademiska meriter:
- Docent
Kort presentation
ORCID iD: 0000-0001-7312-8222
Nyckelord
- bildanalys
- artificial intelligence
- image analysis
- deep learning
- image registration
- pattern recognition
- quantitative microscopy
- shape analysis
- maskininlärning
Biografi
Joakim Lindblad tog civilingenjörsexamen i teknisk fysik och doktorsexamen i datoriserad bildanalys vid Centrum för bildanalys, Uppsala universitet år 1997 resp. 2003. Han är professor i datoriserad bildbehandling vid Institutionen för informationsteknologi, Uppsala universitet; Senior Research Associate vid Mathematical Institute of the Serbian Academy of Sciences and Arts, Serbia; och Head of Research vid Topgolf Sweden AB, Stockholm, Sweden. Hans forskningsintressen omfattar utveckling av generella och pålitliga metoder för bildbehandling och analys, inklusive data-drivna metoder så som djup maskininlärning, ofta med tillämpningar inom biomedicin och medicin.
Publikationer
Senaste publikationer
Ingår i Computers in Biology and Medicine, s. 1-14, 2025
- DOI för Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection
- Ladda ner fulltext (pdf) av Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection
A Comparison of Deep Learning Methods for Cell Detection in Digital Cytology
Ingår i Image Analysis, s. 264-277, 2025
UpStory: the uppsala storytelling dataset
Ingår i Frontiers in Robotics and AI, 2025
- DOI för UpStory: the uppsala storytelling dataset
- Ladda ner fulltext (pdf) av UpStory: the uppsala storytelling dataset
Are We Friends?: End-to-End Prediction of Child Rapport in Guided Play
Ingår i Computer Vision – ECCV 2024 Workshops, s. 380-392, 2024
Ingår i Pattern Recognition, s. 408-421, 2024
Alla publikationer
Artiklar i tidskrift
Ingår i Computers in Biology and Medicine, s. 1-14, 2025
- DOI för Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection
- Ladda ner fulltext (pdf) av Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection
UpStory: the uppsala storytelling dataset
Ingår i Frontiers in Robotics and AI, 2025
- DOI för UpStory: the uppsala storytelling dataset
- Ladda ner fulltext (pdf) av UpStory: the uppsala storytelling dataset
Ingår i PLOS ONE, 2024
- DOI för Deep multiple instance learning versus conventional deep single instance learning for interpretable oral cancer detection
- Ladda ner fulltext (pdf) av Deep multiple instance learning versus conventional deep single instance learning for interpretable oral cancer detection
Cross-modality sub-image retrieval using contrastive multimodal image representations
Ingår i Scientific Reports, 2024
- DOI för Cross-modality sub-image retrieval using contrastive multimodal image representations
- Ladda ner fulltext (pdf) av Cross-modality sub-image retrieval using contrastive multimodal image representations
INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration
Ingår i PLOS ONE, 2023
- DOI för INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration
- Ladda ner fulltext (pdf) av INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration
A paradigm shift in the prevention and diagnosis of oral squamous cell carcinoma.
Ingår i Journal of Oral Pathology & Medicine, s. 826-833, 2023
- DOI för A paradigm shift in the prevention and diagnosis of oral squamous cell carcinoma.
- Ladda ner fulltext (pdf) av A paradigm shift in the prevention and diagnosis of oral squamous cell carcinoma.
Dental hygienists and dentists as providers of brush biopsies for oral mucosa screening
Ingår i International Journal of Dental Hygiene, s. 524-532, 2023
- DOI för Dental hygienists and dentists as providers of brush biopsies for oral mucosa screening
- Ladda ner fulltext (pdf) av Dental hygienists and dentists as providers of brush biopsies for oral mucosa screening
Ingår i Pattern Recognition Letters, s. 196-203, 2022
- DOI för Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment
- Ladda ner fulltext (pdf) av Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment
Is image-to-image translation the panacea for multimodal image registration?: A comparative study
Ingår i PLOS ONE, 2022
- DOI för Is image-to-image translation the panacea for multimodal image registration?: A comparative study
- Ladda ner fulltext (pdf) av Is image-to-image translation the panacea for multimodal image registration?: A comparative study
Guest Editorial: Discrete Geometry and Mathematical Morphology
Ingår i Journal of Mathematical Imaging and Vision, s. 691-692, 2022
Ingår i Journal of Maxillofacial and Oral Surgery, s. 23-32, 2022
- DOI för Early Detection of Oral Potentially Malignant Disorders: A Review on Prospective Screening Methods with Regard to Global Challenges
- Ladda ner fulltext (pdf) av Early Detection of Oral Potentially Malignant Disorders: A Review on Prospective Screening Methods with Regard to Global Challenges
CytoBrowser: a browser-based collaborative annotation platform for whole slide images
Ingår i F1000 Research, 2021
Stochastic Distance Transform: Theory, Algorithms and Applications
Ingår i Journal of Mathematical Imaging and Vision, s. 751-769, 2020
- DOI för Stochastic Distance Transform: Theory, Algorithms and Applications
- Ladda ner fulltext (pdf) av Stochastic Distance Transform: Theory, Algorithms and Applications
Generalised deep learning framework for HEp-2 cell recognition using local binary pattern maps
Ingår i IET Image Processing, s. 1201-1208, 2020
Ingår i Journal of Electronic Imaging (JEI), 2019
Facilitating Ultrastructural Pathology through Automated Imaging and Analysis
Ingår i Journal of Pathology Informatics, s. 38-39, 2019
Ingår i IEEE Transactions on Image Processing, s. 3584-3597, 2019
- DOI för Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial Information
- Ladda ner fulltext (pdf) av Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial Information
Ingår i Journal of Electronic Imaging (JEI), 2016
- DOI för Restoration of images degraded by signal-dependent noise based on energy minimization: an empirical study
- Ladda ner fulltext (pdf) av Restoration of images degraded by signal-dependent noise based on energy minimization: an empirical study
Estimation of Feret's diameter from pixel coverage representation of a shape
Ingår i Pattern Recognition Letters, s. 37-45, 2016
Estimation of linear deformations of 2D and 3D fuzzy objects
Ingår i Pattern Recognition, s. 1391-1403, 2015
Precise Euclidean distance transforms in 3D from voxel coverage representation
Ingår i Pattern Recognition Letters, s. 184-191, 2015
Linear time distances between fuzzy sets with applications to pattern matching and classification
Ingår i IEEE Transactions on Image Processing, s. 126-136, 2014
A new set distance and its application to shape registration
Ingår i Pattern Analysis and Applications, s. 141-152, 2014
Blind Color Decomposition of Histological Images
Ingår i IEEE Transactions on Medical Imaging, s. 983-994, 2013
Coverage segmentation based on linear unmixing and minimization of perimeter and boundary thickness
Ingår i Pattern Recognition Letters, s. 728-738, 2012
Regularized image denoising based on spectral gradient optimization
Ingår i Inverse Problems, 2011
Defuzzification of spatial fuzzy sets by feature distance minimization
Ingår i Image and Vision Computing, s. 127-141, 2011
A Graph-based Framework for Sub-pixel Image Segmentation
Ingår i Theoretical Computer Science, s. 1338-1349, 2011
Ingår i Nuclear Instruments and Methods in Physics Research Section A, s. 143-148, 2011
Ingår i Nuclear Instruments and Methods in Physics Research Section A, s. 143-148, 2011
Ingår i Computer Methods and Programs in Biomedicine, s. 25-34, 2011
Ingår i Aging Cell, s. 685-697, 2010
Ingår i Experimental Physiology, s. 117-129, 2009
Ingår i Neuromuscular Disorders, s. 605-606, 2009
High-precision boundary length estimation by utilizing gray-level information
Ingår i IEEE Transactions on Pattern Analysis and Machine Intelligence, s. 357-363, 2009
Ingår i Neuromuscular Disorders, s. 605-606, 2009
Ingår i International Journal of Adhesion and Adhesives, s. 551-557, 2009
Ingår i Biophysical Journal, 2007
Representation and Reconstruction of Fuzzy Disks by Moments
Ingår i Fuzzy sets and systems (Print), s. 517-534, 2007
Surface Area Estimation of Digitized 3D Objects using Weighted Local Configurations
Ingår i Image and Vision Computing, s. 111-122, 2005
Image Analysis for Automatic Segmentation of Cytoplasms and Classification of Rac1 Activation
Ingår i Cytometry, s. 22-23, 2004
Robust cell image segmentation methods
Ingår i Pattern Recognition and Image Analysis: Advances in Mathematical Theory and Applications, s. 157-167, 2004
Algorithms for cytoplasm segmentation of fluorescence labeled cells
Ingår i Analytical Cellular Pathology, s. 101-111, 2002
Statistical quality control for segmentation of fluorescence labeled cells
Ingår i In Proceedings of the 5th Korea-Germany Joint Workshop on Advanced Medical Image Processing, Seoul, Korea, 2001
Ingår i In Proceedings of the 12th Scandinavian Conference on Image Analysis (SCIA), Bergen, Norway, s. 264-271, 2001
Histogram thresholding using kernel density estimates
Ingår i In Proceedings of the Swedish Society for Automated Image Analysis (SSAB) Symposium on Image Analysis, Halmstad, Sweden, s. 41-44, 2000
Artiklar, forskningsöversikt
Correlated multimodal imaging in life sciences: lessons learnt
Ingår i Frontiers in Biomaterials Science, 2024
- DOI för Correlated multimodal imaging in life sciences: lessons learnt
- Ladda ner fulltext (pdf) av Correlated multimodal imaging in life sciences: lessons learnt
Icke-invasiv kontroll av cellförändringar i munslemhinnan
Ingår i Tandläkartidningen, s. 48-55, 2021
Doktorsavhandlingar, sammanläggning
Kapitel i böcker, delar av antologi
Computer-assisted analysis of multimodal image data—perspectives and conclusion
Ingår i Imaging Modalities for Biological and Preclinical Research, Institute of Physics Publishing (IOPP), 2021
Introduction—computer-assisted analysis of multimodal image data
Ingår i Imaging Modalities for Biological and Preclinical Research, Institute of Physics Publishing (IOPP), 2021
The coverage model and its use in image processing
Ingår i Selected Topics on Image Processing and Cryptology, s. 39-117, Mathematical Institute of the Serbian Academy of Sciences and Arts, 2012
Ingår i Proceedings of the 12th Scandinavian Conference on Image Analysis (SCIA), 2001
Konferensbidrag
A Comparison of Deep Learning Methods for Cell Detection in Digital Cytology
Ingår i Image Analysis, s. 264-277, 2025
Are We Friends?: End-to-End Prediction of Child Rapport in Guided Play
Ingår i Computer Vision – ECCV 2024 Workshops, s. 380-392, 2024
Ingår i Pattern Recognition, s. 408-421, 2024
2023
Ingår i IbPRIA 2023: Pattern Recognition and Image Analysis, s. 261-275, 2023
Partial dimensional collapse in contrastive learning when using intermediate layers
2023
Contrastive Learning of Equivariant Image Representations for Multimodal Deformable Registration
Ingår i 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023
2023
DCNN based Oral Cancer Screening using Whole Slide Cytology Images: Effect of Increased Patch Size
2022
Rotation-Equivariant Semantic Instance Segmentation on Biomedical Images
Ingår i MEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2022, s. 283-297, 2022
Efficient Algorithms for Global Multimodal Image Registration
2022
Rotationally Equivariant Representation Learning for Multimodal Images
2022
2022
Label-Free Reverse Image Search of Multimodal Microscopy Images
2022
Re-Ranking Strategies in Cross-Modality Microscopy Retrieval
2022
Ingår i ICMI '22, s. 444-454, 2022
- DOI för End-to-End Learning and Analysis of Infant Engagement During Guided Play: Prediction and Explainability
- Ladda ner fulltext (pdf) av End-to-End Learning and Analysis of Infant Engagement During Guided Play: Prediction and Explainability
End-to-end Multiple Instance Learning with Gradient Accumulation
Ingår i 2022 IEEE International Conference on Big Data (Big Data), s. 2742-2746, 2022
Ingår i Companion Publication of the 2021 International Conference on Multimodal Interaction, s. 403-407, 2021
- DOI för Automatic Analysis of Infant Engagement during Play: An End-to-end Learning and Explainable AI Pilot Experiment
- Ladda ner fulltext (pdf) av Automatic Analysis of Infant Engagement during Play: An End-to-end Learning and Explainable AI Pilot Experiment
The Effect of Within-Bag Sampling on End-to-End Multiple Instance Learning
Ingår i Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis (ISPA), s. 183-188, 2021
2021
Image-to-Image Translation in Multimodal Image Registration: How Well Does It Work?
2021
Registration of Multimodal Microscopy Images using CoMIR – learned structural image representations
2021
Contrastive Learning for Equivariant Multimodal Image Representations
2021
Ingår i Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, s. 24-33, 2021
Comir: Contrastive multimodal image representation for registration
2021
Ingår i 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), s. 517-521, 2020
Ingår i 4th NEUBIAS Conference, Bordeaux, France, 2020
A Deep Learning Based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images
Ingår i Image Analysis and Recognition, s. 249-261, 2020
Ingår i 4th NEUBIAS Conference, Bordeaux, France, 2020
CoMIR: Contrastive Multimodal Image Representation for Registration
Ingår i NeurIPS - 34th Conference on Neural Information Processing Systems, 2020
Ingår i 3rd NEUBIAS Conference, Luxembourg, 2-8 February 2019, 2019
On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool
Ingår i Scandinavian Conference on Image Analysis, s. 439-451, 2019
Robust Symmetric Affine Image Registration
Ingår i Swedish Symposium on Image Analysis, 2019
Oral Cancer Detection: A Comparison of Texture Focused Deep Learning Approaches
Ingår i Proceedings of the Swedish Society for Automated Image Analysis (SSBA), 2019
Towards automated multiscale Glomeruli detection and analysis in TEM by fusion of CNN and LBP maps
Ingår i 3rd NEUBIAS Conference, 2019
Ingår i Computer Vision, s. 465-475, 2019
Stochastic Distance Functions with Applications in Object Detection and Image Segmentation
Ingår i Swedish Symposium on Image Analysis, 2019
Ingår i Discrete Geometry for Computer Imagery, s. 75-86, 2019
Texture-based oral cancer detection: A performance analysis of deep learning approaches.
Ingår i 3rd NEUBIAS Conference, 2019
Ingår i EAOM2018, 2018
Denoising of Short Exposure Transmission Electron Microscopy Images using CNN
Ingår i Swedish Symposium on Image Analysis, 2018
Ingår i Swedish Symposium on Deep Learning, 2018
Denoising of short exposure transmission electron microscopy images for ultrastructural enhancement
Ingår i Proc. 15th International Symposium on Biomedical Imaging, s. 921-925, 2018
Ingår i CYTO2018, 2018
Ingår i Swedish Symposium on Image Analysis, 2018
Decoding gene expression in 2D and 3D
Ingår i Image Analysis, s. 257-268, 2017
- DOI för Decoding gene expression in 2D and 3D
- Ladda ner fulltext (pdf) av Decoding gene expression in 2D and 3D
Ingår i Swedish Symposium on Image Analysis, 2017
Ingår i Image Analysis, s. 362-374, 2017
Ingår i Swedish Symposium on Image Analysis, 2017
Ingår i Mathematical Morphology and its Applications to Signal and Image Processing, s. 395-407, 2017
Ingår i Image Analysis, s. 407-418, 2017
Ingår i In Proc. of the 18th International Workshop on Combinatorial Image Analysis, IWCIA2017, s. 243-255, 2017
Ingår i Proceedings of the Swedish Society for Automated Image Analysis, s. 137-141, 2016
Signature of a Shape Based on Its Pixel Coverage Representation
Ingår i Discrete Geometry for Computer Imagery, DGCI 2016. Lecture Notes in Computer Science, Vol. 9647, pp. 181-193, Springer 2016, s. 181-193, 2016
Ingår i 2016 Ieee 13Th International Symposium On Biomedical Imaging (ISBI), s. 123-127, 2016
Ingår i Biomedical Imaging (ISBI), 2016 IEEE 13th International Symposium on, s. 386-390, 2016
Single image super-resolution reconstruction in presence of mixed Poisson-Gaussian noise
Ingår i 2016 SIXTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA), 2016
Coverage segmentation of 3D thin structures
Ingår i Proc. 5th International Conference on Image Processing Theory, Tools and Applications, s. 23-28, 2015
Microscopy image enhancement for cost-effective cervical cancer screening
Ingår i Image Analysis, s. 440-451, 2015
High-resolution reconstruction by feature distance minimization from multiple views of an object
Ingår i Proc. 5th International Conference on Image Processing Theory, Tools and Applications, s. 29-34, 2015
αLBP – a novel member of the Local Binary Pattern family based on α-cutting
Ingår i Proc. 9th International Symposium on Image and Signal Processing and Analysis, s. 13-18, 2015
Exact linear time Euclidean distance transforms of grid line sampled shapes
Ingår i Mathematical Morphology and its Applications to Signal and Image Processing, s. 645-656, 2015
Optimizing optics and imaging for pattern recognition based screening tasks
Ingår i Proc. 22nd International Conference on Pattern Recognition, s. 3333-3338, 2014
An evaluation of potential functions for regularized image deblurring
Ingår i Image Analysis and Recognition, s. 150-158, 2014
Coverage segmentation of thin structures by linear unmixing and local centre of gravity attraction
Ingår i Proc. 8th International Symposium on Image and Signal Processing and Analysis, s. 83-88, 2013
Precise Estimation of the Projection of a Shape from a Pixel Coverage Representation
Ingår i Proceedings of the 7th IEEE International Symposium on Image and Signal Processing and Analysis (ISPA), s. 569-574, 2011
Distance measures between digital fuzzy objects and their applicability in image processing
Ingår i Combinatorial Image Analysis, s. 385-397, 2011
Methods for 3D Visualization of Bone Tissue in the Proximity of Implants
Ingår i Swedish Symposium on Image Analysis 2010, s. 149-152, 2010
De-noising of SRµCT Fiber Images by Total Variation Minimization
Ingår i Proceedings of the 20th International Conference on Pattern Recognition (ICPR10), s. 4621-4624, 2010
Methods for Visualization of Bone Tissue in the Proximity of Implants
Ingår i International Conference on Computer Vision and Graphics, s. 243-250, 2010
The Sum of minimal distances as a useful distance measure for image registration
Ingår i Proceedings SSBA 2010, s. 55-58, 2010
Estimation of linear deformations of 3D objects
Ingår i Proceedings of 2010 IEEE 17th International Conference on Image Processing, s. 153-156, 2010
Improved Quantification of Bone Remodelling by Utilizing Fuzzy Based Segmentation
Ingår i Image Analysis, s. 750-759, 2009
On set distances and their application to image registration
Ingår i Proc. 6th International Symposium on Image and Signal Processing and Analysis, s. 449-454, 2009
Sub-pixel Segmentation with the Image Foresting Transform
Ingår i Proceedings of International Workshop on Combinatorial Image Analysis, s. 201-211, 2009
Ingår i 9th International ELMI Meeting on Advanced Light Microscopy, s. 66-67, 2009
Dimensionality Reduction for Colour Based Pixel Classification
Ingår i Proceedings SSBA 2009, s. 65-68, 2009
Pixel Coverage Segmentation for Improved Feature Estimation
Ingår i 15th International Conference on Image Analysis and Processing, s. 929-938, 2009
Recovering Affine Deformations of Fuzzy Shapes
Ingår i 16th Scandinavian Conference on Image Analysis, s. 735-744, 2009
Quantification of Bone Remodeling in SRuCTImages of Implants
Ingår i 16th Scandinavian Conference, SCIA 2009, Oslo, Norway, June 15-18, 2009, s. 770-779, 2009
Correction in 3D Confocal Images
Ingår i Proceedings of the 2008 Symposium on Image Analysis, s. 31-34, 2008
Ingår i AstraTech World Congress 2008, s. 136-137, 2008
Registration of 2D Histological Images of Bone Implants with 3D SRuCT Volumes
Ingår i SSBA 2008, s. 19-22, 2008
Att hitta ett histologiskt 2D snitt av ett benimplantat i en 3D mikrotomografivolym
Ingår i Medicinteknikdagarna 2008, s. 103-103, 2008
An Automated Image Analysis Method for Measuring Fibre Contact in Fibrous and Composite Materials
Ingår i 13th European Conference on Composite Materials (ECCM), 2008
Ingår i Proc. 5th International Symposium on Biomedical Imaging, s. 1363-1366, 2008
Algorithms for cross-talk suppression in fluorescence microscopy
Ingår i Medicinteknikdagarna 2008, s. 64-64, 2008
Deterministic Defuzzification based on Spectral Projected Gradient Optimization
Ingår i 30th Symposium of the German Association for Pattern Recognition (DAGM), s. 476-485, 2008
Registration of 2D Histological Images of Bone Implants with 3D SRμCT Volumes
Ingår i Advances in Visual Computing, s. 1071-1080, 2008
- DOI för Registration of 2D Histological Images of Bone Implants with 3D SRμCT Volumes
- Ladda ner fulltext (pdf) av Registration of 2D Histological Images of Bone Implants with 3D SRμCT Volumes
Ingår i Proceedings SSBA 2008, Symposium on image analysis, Lund, 2008
Spatially-variant morphological operations on binary images based on the polar distance transform
Ingår i ICPR 2008, 2008
Analysis of Skeletal Fibers in Three Dimensional Images: Methodological considerations
Ingår i XXXVIth European Muscle Conference of the European Society for Muscle Research, s. 130, 2007
Analysis of Skeletal Fibers in Three Dimensional Images
Ingår i Medicinteknikdagarna 2007, s. 1, 2007
Image Analysis of Bone Tissue Remodelling Around Implants
Ingår i European Conference on Biomaterials 2007, 2007
Quantification of bone remodeling in the proximity of implants
Ingår i 12th Int. Conf. on Computer Analysis of Images and Patterns, s. 253-260, 2007
Analysis of Histological Image and SRuCT Image Volumes of Bone Remodeling Around Implants
Ingår i Proceedings SSBA 2007, s. 4, 2007
Grey Weighted Polar Distance Transform for Outlining Circular and Approximately Circular Objects
Ingår i 14th International Conference on Image Analysis and Processing, s. 647-652, 2007
Defuzzification by Feature Distance Minimization Based on DC Programming
Ingår i 5th International Symposium on Image and Signal Processing and Analysis, 2007, s. 373-378, 2007
Ingår i Progress in Paper Physics Seminar, Oxford, Ohio, 2006, 2006
Feature Based Defuzzification at Increased Spatial Resolution
Ingår i Combinatorial Image Analysis, s. 131-143, 2006
Ingår i 2006 Progress in Paper Physics, 2006
Ingår i 2006 Progress in Paper Physics, 2006
Feature Based Defuzzification in Z² and Z³ Using a Scale Space Approach
Ingår i Discrete Geometry for Computer Imagery 13th International Conference, DGCI 2006, Szeged, Hungary, October 25-27, 2006. Proceedings, s. 379-390, 2006
Surface Volume Estimation of Digitized Hyperplanes Using Weighted Local Configurations
Ingår i Proceedings of Discrete Geometry for Computer Imagery, s. 252-262, 2005
Estimation of moments of digitized objects with fuzzy borders
Ingår i Proc. of 13th International Conference on Image Analysis and Processing, s. 188-195, 2005
Segmentation and separation of point like fluorescent markers in digital images
Ingår i ISBI2004, s. 1291-1294, 2004
Segmentation of point-like fluorescent markers
Ingår i Proceedings, s. 146-149, 2004
Defuzzification of discrete objects by optimizing area and perimeter similarity
Ingår i Proceedings of International Conference on Pattern Recognition (ICPR 2004), s. 526-629, 2004
Surface area estimation of digitized planes using weighted local configurations
Ingår i 11th International Conference on Discrete Geometry for Computer Imagery (DGCI), s. 348-357, 2003
Surface area estimation of digitized 3D objects using local computations
Ingår i Proceedings of Discrete Geometry for Computer Imagery (DGCI2002), s. 267-278, 2002
Statistical quality control for segmentation of fluorescence labelled cells
Ingår i 5th Korea-Germany Joint Workshop on Advanced Medical Image Processing, Seoul, Korea, 2001
Analysis of cells using image data from sequential immunofluorescence staining experiments
Ingår i 5th Korea-Germany Joint Workshop on Advanced Medical Image Processing, Seoul, Korea, 2001
Perimeter and Area Estimates for Digitized Objects
Ingår i Swedish Society for Automated Image Analysis Symposium - SSAB 2001, ITN, Campus, s. 113-117, 2001
Ingår i Proceedings of SCIA-01 (Scandinavian Conference on Image Analysis), s. 25-31, 2001
Ingår i Proceedings of the 12th Scandinavian Conference on Image Analysis (SCIA), s. 264-271, 2001
Automatic cytoplasm segmentation of fluorescence labelled cells
Ingår i Symposium on Image Analysis - SSAB 2000, s. 29-32, 2000
Histogram thresholding using kernel density estimates
Ingår i Symposium on Image Analysis - SSAB 2000, s. 41-44, 2000
Ingår i Amersham Pharmacia Biotech Uppsala R&D day, December 2, 1999., 1999
Manuskript (preprint)
2021
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study
2021
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images
2019
Fast and Robust Symmetric Image Registration Based on Intensity and Spatial Information
2018
Sensitive key instance detection: Helping a cytotechnologist to find a needle in a haystack
Rapporter
Samlingsverk (redaktörskap)
Springer, 2021