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Publications
Publications produced by researchers at the Centre for Image Analysis are listed below.
Ten Most Recent Publications
- Deep multiple instance learning versus conventional deep single instance learning for interpretable oral cancer detection. In PLOS ONE, volume 19, number 4, pp e0302169-e0302169, 2024. (DOI).
- Equivariant Neural Networks for Biomedical Image Analysis. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2352, Acta Universitatis Upsaliensis, Uppsala, 2024. (fulltext, preview image).
- Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields. In Pattern Recognition, volume 151, Elsevier, 2024. (DOI, Fulltext, Pre-print in arXiv, fulltext:print).
- Multi-level Residual Dual Attention Network for Major Cerebral Arteries Segmentation in MRA towards Diagnosis of Cerebrovascular Disorders. In IEEE Transactions on Nanobioscience, volume 23, number 1, pp 167-175, IEEE, 2024. (DOI).
- ASE-Net for Segmentation of Post-operative Glioblastoma and Patient-specific Fine-tuning for Segmentation Refinement of Follow-up MRI Scans. In SN computer science, volume 5, number 106, Springer, 2024. (DOI).
- Handwritten Stenography Recognition and the LION Dataset. In International Journal on Document Analysis and Recognition, 2024. (DOI, Fulltext).
- Cell Segmentation of <em>in situ </em>Transcriptomics Data using Signed Graph Partitioning. In Graph-Based Representations in Pattern Recognition, volume 14121 of Lecture Notes in Computer Science (LNCS), pp 139-148, Springer, Cham, 2023. (DOI).
- Label-free deep learning-based species classification of bacteria imaged by phase-contrast microscopy. In PloS Computational Biology, volume 19, number 11, Public Library of Science (PLoS), 2023. (DOI, Fulltext, fulltext:print).
- Consensus Ranking for Efficient Face Image Retrieval: A Novel Method for Maximising Precision and Recall. In Image Analysis and Processing – ICIAP 2023, volume 14233 of Lecture Notes in Computer Science, pp 159-170, Springer Nature, 2023. (DOI).
- Age-Invariant Face Recognition using Face Feature Vectors and Embedded Prototype Subspace Classifiers. In Advanced Concepts for Intelligent Vision Systems, volume 14124 of Lecture Notes in Computer Science (LNCS), pp 88-99, Springer Nature, 2023. (DOI).
Find More Publications
2023
- Cell Segmentation of <em>in situ </em>Transcriptomics Data using Signed Graph Partitioning. In Graph-Based Representations in Pattern Recognition, volume 14121 of Lecture Notes in Computer Science (LNCS), pp 139-148, Springer, Cham, 2023. (DOI).
- Image Processing and Analysis Methods for Biomedical Applications. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2253, Acta Universitatis Upsaliensis, Uppsala, 2023. (fulltext, preview image).
- Dental hygienists and dentists as providers of brush biopsies for oral mucosa screening. In International Journal of Dental Hygiene, volume 21, number 3, pp 524-532, John Wiley & Sons, 2023. (DOI, Fulltext, fulltext:print).
- Adapting Deep Learning for Microscopy: Interaction, Application, and Validation. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2321, Acta Universitatis Upsaliensis, Uppsala, 2023. (fulltext, preview image).
- Label-free deep learning-based species classification of bacteria imaged by phase-contrast microscopy. In PloS Computational Biology, volume 19, number 11, Public Library of Science (PLoS), 2023. (DOI, Fulltext, fulltext:print).
- Age-Invariant Face Recognition using Face Feature Vectors and Embedded Prototype Subspace Classifiers. In Advanced Concepts for Intelligent Vision Systems, volume 14124 of Lecture Notes in Computer Science (LNCS), pp 88-99, Springer Nature, 2023. (DOI).
- Consensus Ranking for Efficient Face Image Retrieval: A Novel Method for Maximising Precision and Recall. In Image Analysis and Processing – ICIAP 2023, volume 14233 of Lecture Notes in Computer Science, pp 159-170, Springer Nature, 2023. (DOI).
- Sex Classification of Face Images using Embedded Prototype Subspace Classifiers.. In Proceedings of the 31th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision WSCG 2023, pp 43-52, Czech Republic, 2023.
- A Study of Augmentation Methods for Handwritten Stenography Recognition. In , 2023. (DOI).
- Document Image Processing for Handwritten Text Recognition: Deep Learning-based Transliteration of Astrid Lindgren’s Stenographic Manuscripts. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2294, Skrifter utgivna av Svenska barnboksinstitutet nr 166, Acta Universitatis Upsaliensis, Uppsala, 2023. (fulltext, preview image).
- Can Representation Learning for Multimodal Image Registration be Improved by Supervision of Intermediate Layers?. In IbPRIA 2023: Pattern Recognition and Image Analysis, Lecture Notes in Computer Science, pp 261-275, Springer, 2023. (DOI, External link).
- Partial dimensional collapse in contrastive learning when using intermediate layers. In , 2023.
- Representation Learning and Information Fusion: <em>Applications in Biomedical Image Processing</em>. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2266, Acta Universitatis Upsaliensis, Uppsala, 2023. (fulltext, preview image).
- INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration. In PLOS ONE, volume 18, number 3, Public Library of Science (PLoS), 2023. (DOI, Fulltext, Pre-print i arXiv, fulltext:print).
2022
- End-to-end Multiple Instance Learning with Gradient Accumulation. In 2022 IEEE International Conference on Big Data (Big Data), pp 2742-2746, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- A Spatially Detailed Approach to the Assessment of Rooftop Solar Energy Potential based on LiDAR Data. In GISTAM: Proceedings of the 8th International Conference on Geographical Information Systems Theory, Applications and Management, pp 56-63, SciTePress, Setúbal, 2022. (DOI, Fulltext).
- Topology-Aware Learning for Volumetric Cerebrovascular Segmentation. In 2022 IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2022), IEEE International Symposium on Biomedical Imaging, pp 1-4, IEEE, 2022. (DOI).
- Efficient Parallel Thinning of 3d Objects on the Body-centered Cubic Lattice. In Computer-Aided Design, volume 151, Elsevier, 2022. (DOI).
- DCNN based Oral Cancer Screening using Whole Slide Cytology Images: Effect of Increased Patch Size. In , 2022. (Conference information).
- Spectral Ultrasound Imaging of Speed-of-Sound and Attenuation Using an Acoustic Mirror. In Frontiers in Physics, volume 10, Frontiers Media S.A., 2022. (DOI, Fulltext, fulltext:print).
- Patient specific deep learning based segmentation for magnetic resonance guided prostate radiotherapy. In Physics and Imaging in Radiation Oncology, volume 23, pp 38-42, Elsevier, 2022. (DOI, Fulltext, fulltext:print).
- Probabilistic spatial analysis in quantitative microscopy with uncertainty-aware cell detection using deep Bayesian regression. In Science Advances, volume 8, number 5, American Association for the Advancement of Science (AAAS), 2022. (DOI).
- Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation. In Medical Image Computing and Computer Assisted Intervention, MICCAI 2022, pt viii, Lecture Notes in Computer Science, pp 351-361, Springer Nature, 2022. (DOI).
- Is brightfield all you need for MoA prediction?. In , 2022. (External link).
- Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks. In , 2022. (External link).
- Early Detection of Oral Potentially Malignant Disorders: A Review on Prospective Screening Methods with Regard to Global Challenges. In Journal of Maxillofacial and Oral Surgery, volume 23, number 1, pp 23-32, Springer Nature, 2022. (DOI, Fulltext, fulltext:print).
- Magnitude of Semicircle Tiles in Fourier-space: A Handcrafted Feature Descriptor for Word Recognition using Embedded Prototype Subspace Classifiers. In Journal of WSCG, volume 30, number 1-2, pp 82-90, 2022. (DOI).
- An image registration method for voxel-wise analysis of whole-body oncological PET-CT. In Scientific Reports, volume 12, Springer Nature, 2022. (DOI, Fulltext, fulltext:print).
- MIMIR: Deep Regression for Automated Analysis of UK Biobank MRI Scans. In Radiology: Artificial Intelligence, volume 4, number 3, Radiological Society of North America (RSNA), 2022. (DOI).
- Serum levels of perfluoroalkyl substances (PFAS) and body composition - A cross-sectional study in a middle-aged population. In Environmental Research, volume 209, p 112677, Elsevier, 2022. (DOI, Fulltext, fulltext:print).
- Hierarchical graph representations in digital pathology. In Medical Image Analysis, volume 75, Elsevier, 2022. (DOI, Fulltext, fulltext:print).
- Computational analysis of subscapularis tears and pectoralis major transfers on muscular activity. In Clinical Biomechanics, volume 92, Elsevier, 2022. (DOI, Fulltext, fulltext:print).
- Improved geometric accuracy of whole body diffusion-weighted imaging at 1.5T and 3T using reverse polarity gradients. In Scientific Reports, volume 12, Springer Nature, 2022. (DOI, Fulltext, fulltext:print).
- Bioimage Data Analysis Workflows ? Advanced Components and Methods. Learning Materials in Biosciences, Springer, 2022. (DOI).
- AI based prostate analysis system trained without human supervision to predict patient outcome from tissue samples. In Journal of Pathology Informatics, 2022. (DOI, External link).
- Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes using Normalized Gradient Fields. In , Springer Nature, 2022. (DOI).
- Efficient Algorithms for Global Multimodal Image Registration. In , 2022.
- Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment. In Pattern Recognition Letters, volume 159, pp 196-203, Elsevier, 2022. (DOI, Fulltext, Pre-print in arXiv, fulltext:print).
- Methods for Reliable Image Registration: Algorithms, Distance Measures, and Representations. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2107, Acta Universitatis Upsaliensis, Uppsala, 2022. (fulltext, preview image).
2021
- Learning Whole-Slide Segmentation from Inexact and Incomplete Labels Using Tissue Graphs. In Medical Image Computing and Computer Assisted Intervention: MICCAI 2021, volume 12902 of Lecture Notes in Computer Science (LNIP), pp 636-646, Springer Nature, Cham, 2021. (DOI, arXiv:2103.03129).
- Word Recognition using Embedded Prototype Subspace Classifiers on a new Imbalanced Dataset. In Journal of WSCG, volume 29, number 1-2, pp 39-47, University of West Bohemia, 2021. (DOI).
- Strikethrough Removal from Handwritten Words Using CycleGANs. In Document Analysis and Recognition -- ICDAR 2021, pp 572-586, Springer, 2021. (DOI, Fulltext, External link).
- Icke-invasiv kontroll av cellförändringar i munslemhinnan. In Tandläkartidningen, number 9, pp 48-55, 2021. (External link).
- The Effect of Within-Bag Sampling on End-to-End Multiple Instance Learning. In Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis (ISPA), International symposium on image and signal processing and analysis, pp 183-188, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
- Discrete Geometry and Mathematical Morphology: First International Joint Conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021, Proceedings. Volume 12708 of Lecture Notes in Computer Science, Springer, Springer Nature Switzerland AG 2021, 2021. (DOI).
- Image-to-Image Translation in Multimodal Image Registration: How Well Does It Work?. In , 2021.
- Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study. 2021. (External link).
- Evaluation of in-house, haptic assisted surgical planning for virtual reduction of complex mandibular fractures. In International Journal of Computer Assisted Radiology and Surgery, volume 16, number 6, pp 1059-1068, Springer, 2021. (DOI, Fulltext, fulltext:print).
- CytoBrowser: a browser-based collaborative annotation platform for whole slide images. In F1000 Research, volume 10, F1000 Research Ltd, 2021. (DOI).
- Computer-assisted analysis of multimodal image data—perspectives and conclusion. In Imaging Modalities for Biological and Preclinical Research: A Compendium, Volume 2, pp III.4.g-1-III.4.g-10, Institute of Physics Publishing (IOPP), 2021. (DOI).
- Introduction—computer-assisted analysis of multimodal image data. In Imaging Modalities for Biological and Preclinical Research: A Compendium, Volume 2, pp III.4.a-1-III.4.a-3, Institute of Physics Publishing (IOPP), 2021. (DOI).
- Towards automatic protein co-expression quantification in immunohistochemical TMA slides. In IEEE journal of biomedical and health informatics, volume 25, number 2, pp 393-402, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, Fulltext, TissUUmaps publications, fulltext:postprint, fulltext:print).
- Contrastive Learning for Equivariant Multimodal Image Representations. In , Cambridge University, 2021.
- Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes using Normalized Gradient Fields. 2021. (External link).
- Fast Computation of Mutual Information with Application to Global Multimodal Image Alignment of Micrographs. In , 2021.
2020
- A fast instance selection method for support vector machines in building extraction. In Applied Soft Computing, volume 97, 2020. (DOI, Fulltext, fulltext:print).
- Adaptive Mathematical Morphology on Irregularly Sampled Signals in Two Dimensions. In Mathematical Morphology - Theory and Applications, volume 4, number 1, pp 108-126, Walter de Gruyter, 2020. (DOI, Fulltext, Publisher's full text, fulltext:print).
- Uncovering hidden reasoning of convolutional neural networks in biomedical image classification by using attribution methods. In 4th NEUBIAS Conference, Bordeaux, France, 2020.
- Large-scale Inference of Liver Fat with Neural Networks on UK Biobank Body MRI. In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2020, volume 12262 of Lecture Notes in Computer Science, pp 602-611, Springer, Cham, 2020. (DOI, Fulltext).
- A Deep Learning Based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images. In Image Analysis and Recognition, Lecture Notes in Computer Science - LNCS 12132, pp 249-261, pp 249-261, Springer International Publishing, 2020. (DOI, External link).
- Two Polynomial Time Graph Labeling Algorithms Optimizing Max-Norm-Based Objective Functions. In Journal of Mathematical Imaging and Vision, volume 62, number 5, pp 737-750, 2020. (DOI).
- Clustered Grid Cell Data Structure for Isosurface Rendering. In Journal of WSCG, volume 28, number 1-2, pp 9-17, 2020. (DOI, Fulltext).
- RayCaching: Amortized Isosurface Rendering for Virtual Reality. In Computer graphics forum (Print), volume 39, number 1, pp 220-230, 2020. (DOI, Fulltext, fulltext:print).
- CoMIR: Contrastive Multimodal Image Representation for Registration. In NeurIPS - 34th Conference on Neural Information Processing Systems, 2020. (External link, External link).
- BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows.. In Patterns (New York, N.Y.), volume 1, number 3, Elsevier BV, 2020. (DOI, Fulltext, fulltext:print).
- Visualisation of 3D Property Data and Assessment of the Impact of Rendering Attributes. In Journal of Geovisualization and Spatial Analysis, volume 4, number 2, 2020. (DOI, Fulltext, fulltext:print).
- Cross-modal Representation Learning for Efficient Registration of Multiphoton and Brightfield Microscopy Images of Skin Tissue. In 4th NEUBIAS Conference, Bordeaux, France, 2020. (External link).
- Bootstrapping Weakly Supervised Segmentation-free Word Spotting through HMM-based Alignment. In 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), pp 49-54, 2020. (DOI).
- Stochastic Distance Transform: Theory, Algorithms and Applications. In Journal of Mathematical Imaging and Vision, volume 62, pp 751-769, 2020. (DOI, Fulltext, fulltext:print).
2019
- Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous. In Communications Biology, volume 2, 2019. (DOI, Fulltext).
- CNNs on Graphs: A New Pooling Approach and Similarities to Mathematical Morphology. In , 2019.
- Mathematical Morphology on Irregularly Sampled Data Applied to Segmentation of 3D Point Clouds of Urban Scenes. In International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, Lecture Notes In Computer Science, Springer Nature, 2019. (DOI, External link).
- Precise Image-Based Measurements through Irregular SamplingNoggranna bildbaserade mätningar via irreguljär sampling. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1869, Acta Universitatis Upsaliensis, Uppsala, 2019. (fulltext, preview image).
- Glandular Segmentation of Prostate Cancer: An Illustration of How the Choice of Histopathological Stain Is One Key to Success for Computational Pathology. In Frontiers in Bioengineering and Biotechnology, volume 7, 2019. (DOI, Fulltext, fulltext:print).
- CalligraphyNet: Augmenting handwriting generation with quill based stroke width. 26th IEEE International Conference on Image Processing (Currently under review), 2019.
- Learning based segmentation and generation methods for handwritten document images. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1783, Acta Universitatis Upsaliensis, Uppsala, 2019. (fulltext, preview image).
- PDNet: Semantic segmentation integrated with a primal-dual network for document binarization. In Pattern Recognition Letters, volume 121, pp 52-60, 2019. (DOI, fulltext:postprint).
- Image analysis in digital pathology: Combining automated assessment of Ki67 staining quality with calculation of Ki67 cell proliferation index. In Cytometry Part A, volume 95, number 7, pp 714-716, 2019. (DOI).
- Special Section on Image Cytometry. In Cytometry Part A, volume 95A, number 4, pp 363-365, 2019. (DOI, Fulltext).
- Oral Cancer Detection:: A Comparison of Texture Focused Deep Learning Approaches. In Proceedings of the Swedish Society for Automated Image Analysis (SSBA), 2019. (External link).
- Texture-based oral cancer detection: A performance analysis of deep learning approaches.. In 3rd NEUBIAS Conference, Luxembourg, 2019.
- Deep Learning in Image Cytometry: A Review. In Cytometry Part A, volume 95, number 6, pp 366-380, 2019. (DOI, Fulltext, fulltext:print).
- Creating an Atlas over Handwritten Script Signs. In Digital Humanities in the Nordic Countries, 2019.
- Making large collections of handwritten material easily accessible and searchable. In Digital Libraries: Supporting Open Science, volume 988 of Communications in Computer and Information Science, pp 18-28, Springer, 2019. (DOI).
- Tracking Microscope Performance: A Workflow to Compare Point Spread Function Evaluations Over Time. In Microscopy and Microanalysis, volume 25, number 3, pp 699-704, 2019. (DOI).
- Visualization of convolutional neural network class activations in automated oral cancer detection for interpretation of malignancy associated changes. In 3rd NEUBIAS Conference, Luxembourg, 2-8 February 2019, 2019.
- Modeling spatial correlation of transcripts with application to developing pancreas. In Scientific Reports, volume 9, 2019. (DOI, Fulltext).
- A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images. 2019. (arXiv:1910.10549).
- On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool. In Scandinavian Conference on Image Analysis: SCIA 2019, volume 11482 of Lecture Notes in Computer Science, pp 439-451, 2019. (DOI, External link).
- Optimization of max-norm objective functions in image processing and computer vision. In Discrete Geometry for Computer Imagery, volume 11414 of Lecture Notes in Computer Science, pp 206-218, Springer, 2019. (DOI).
- Image and Data Analysis for Biomedical Quantitative Microscopy. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1864, Acta Universitatis Upsaliensis, Uppsala, 2019. (fulltext, preview image).
- Bioimage Data Analysis Workflows. Learning Materials in Biosciences, Springer, 2019. (DOI, Fulltext, fulltext).
- In search of the scribe: Letter spotting as a tool for identifying scribes in large handwritten text corpora. In Human IT, volume 14, number 2, pp 95-120, 2019. (External link).
- Distance Transform Based on Weight Sequences. In DGCI 2019: Discrete Geometry for Computer Imagery, volume 11414 of Lecture Notes in Computer Science, pp 62-74, Springer, Switzerland AG, 2019. (DOI, External link).
- Rational nanotoolbox with theranostic potential for medicated pro-regenerative corneal implants. In Advanced Functional Materials, volume 29, number 38, 2019. (DOI).
- Average volume reference space for large scale registration of whole-body magnetic resonance images. In PLOS ONE, volume 14, number 10, 2019. (DOI, Fulltext, fulltext:print).
- Region-by-region analysis of PET, MRI, and histology in en bloc-resected oligodendrogliomas reveals intra-tumoral heterogeneity. In European Journal of Nuclear Medicine and Molecular Imaging, volume 46, number 3, pp 569-579, 2019. (DOI, Fulltext).
- A strategy for OCT estimation of the optic nerve head pigment epithelium central limit-inner limit of the retina minimal distance, PIMD-2?. In Acta Ophthalmologica, volume 97, number 2, pp 208-213, 2019. (DOI).
- Facilitating Ultrastructural Pathology through Automated Imaging and Analysis. In Journal of Pathology Informatics, volume 10, number 1, pp 38-39, Elsevier, 2019. (Abstracts in full-text).
- A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis. In Scientific Reports, volume 9, 2019. (DOI, Fulltext, fulltext:print).
- Methods for Processing and Analysis of Biomedical TEM Images. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1807, Acta Universitatis Upsaliensis, Uppsala, 2019. (fulltext, preview image).
- New De?nition of Quality-Scale Robustness for Image Processing Algorithms, with Generalized Uncertainty Modeling, Applied to Denoising and Segmentation. In RRPR 2018: Reproducible Research in Pattern Recognition: Reproducible Research in Pattern Recognition, volume 11455 of Lecture Notes in Computer Science, pp 138-149, Springer, Switzerland AG, 2019. (DOI, External link).
- Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion. In Proc. 15th International Conference on Document Analysis and Recognition, 2019. (External link).
- Correcting exorbitism by monobloc frontofacial advancement in Crouzon–Pfeiffer syndrome: An age-specific, time-related, controlled study. In Plastic and reconstructive surgery (1963), volume 143, number 1, pp 121e-132e, 2019. (DOI).
- Towards automated multiscale Glomeruli detection and analysis in TEM by fusion of CNN and LBP maps. In 3rd NEUBIAS Conference, Luxembourg, 2019. (External link).
- Towards automated multiscale imaging and analysis in TEM: Glomerulus detection by fusion of CNN and LBP maps. In Computer Vision: ECCV 2018 Workshops, volume 11134 of Lecture Notes in Computer Sciences (LNCS), pp 465-475, Springer, Cham, 2019. (DOI, Conference website).
- Learning based Word Search and Visualisation for Historical Manuscript Images. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1798, Acta Universitatis Upsaliensis, Uppsala, 2019. (fulltext, preview image).
- Visual Saliency: From Pixel-Level to Object-Level Analysis. Springer, 2019. (DOI).
- Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial Information. In IEEE Transactions on Image Processing, volume 28, number 7, pp 3584-3597, IEEE, 2019. (DOI, Fulltext, fulltext:print).
- Stochastic Distance Functions with Applications in Object Detection and Image Segmentation. In Swedish Symposium on Image Analysis, 2019. (External link).
- Stochastic Distance Transform. In Discrete Geometry for Computer Imagery, volume 11414 of Lecture Notes in Computer Science, pp 75-86, Springer, 2019. (DOI, External link).
2018
- Denoising of short exposure transmission electron microscopy images for ultrastructural enhancement. In Proc. 15th International Symposium on Biomedical Imaging, pp 921-925, IEEE, 2018. (DOI).
- Detection of Malignancy-Associated Changes Due to Precancerous and Oral Cancer Lesions: A Pilot Study Using Deep Learning. In CYTO2018, 2018. (External link).
- SoftCut:: A Virtual Planning Tool for Soft Tissue Resection on CT Images. In Medical Image Understanding and Analysis, Communications in Computer and Information Science, pp 299-310, Springer, Cham, 2018. (DOI, External link).
- The Scarcity of Universal Colour Names. In Proceedings of 7th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2018), pp 496-502, SciTePress, 2018. (DOI).
- Interactive segmentation of glioblastoma for post-surgical treatment follow-up. In Proc. 24th International Conference on Pattern Recognition, pp 1199-1204, IEEE, 2018. (DOI).
- The Effect of DMPA Use on the Human Cervical Epithelium: Mechanisms Revealed by Image Analysis. In AIDS Research and Human Retroviruses, volume 34, number S1, pp 310-310, 2018. (Abstracts).
- Human Immunodeficiency Virus-Infected Women Have High Numbers of CD103<sup>-</sup>CD8<sup>+</sup> T Cells Residing Close to the Basal Membrane of the Ectocervical Epithelium. In Journal of Infectious Diseases, volume 218, number 3, pp 453-465, 2018. (DOI).
- Automatic detection of multisize pulmonary nodules in CT images: Large-scale validation of the false-positive reduction step. In Medical physics (Lancaster), volume 45, number 3, pp 1135-1149, 2018. (DOI).
- Denoising of Short Exposure Transmission Electron Microscopy Images using CNN. In Swedish Symposium on Image Analysis, 2018. (External link).
- <em>TexT</em> – Text extractor tool for handwritten document transcription and annotation. In Digital Libraries and Multimedia Archives, volume 806 of Communications in Computer and Information Science, pp 81-92, Springer, 2018. (DOI).
- A fast Fourier based feature descriptor and a cascade nearest neighbour search with an efficient matching pipeline for mosaicing of microscopy images. In Pattern Recognition and Image Analysis, volume 28, number 2, pp 261-272, 2018. (DOI).
- An intelligent user interface for efficient semi-automatic transcription of historical handwritten documents. In Proc. 23rd International Conference on Intelligent User Interfaces Companion, ACM Press, New York, 2018. (DOI).
- Radial line Fourier descriptor for historical handwritten text representation. In Proc. 26th International Conference on Computer Graphics: Visualization and Computer Vision, 2018. (Proceedings).
- Radial line Fourier descriptor for historical handwritten text representation. In Journal of WSCG, volume 26, number 1, pp 31-40, 2018. (DOI).
- Exploring the Applicability of Capsule Networks for WordSpotting in Historical Handwritten Manuscripts. In , 2018.
- Word Spotting in Historical Handwritten Manuscripts using Capsule Networks. In , 2018.
- Multiplexed fluorescence microscopy reveals heterogeneity among stromal cells in mouse bone marrow sections. In Cytometry Part A, volume 93, number 9, pp 876-888, 2018. (DOI).
- Localization of lung fields in HRCT images using a deep convolution neural network. In Medical Imaging 2018: Computer-Aided Diagnosis, volume 10575 of Proc. SPIE, pp 1057535:1-8, Bellingham, WA, 2018. (DOI).
- When Can lp-norm Objective Functions Be Minimized via Graph Cuts?. In Combinatorial Image Analysis, Lecture Notes in Computer Science, pp 112-117, Springer, 2018. (DOI, External link).
- Image-Based Detection of Patient-Specific Drug-Induced Cell-Cycle Effects in Glioblastoma. In SLAS Discovery, volume 23, number 10, pp 1030-1039, 2018. (DOI).
- Minimal annotation training for segmentation of microscopy images. In Proc. 15th International Symposium on Biomedical Imaging, pp 387-390, IEEE, 2018. (DOI).
- Finish line distinctness and accuracy in 7 intraoral scanners versus conventional impression: an in vitro descriptive comparison. In BMC Oral Health, volume 18, 2018. (DOI, Fulltext).
- Comparison analysis of orbital shape and volume in unilateral fractured orbits. In Journal of Cranio-Maxillofacial Surgery, volume 46, number 3, pp 381-387, 2018. (DOI).
- Brush Biopsy For HR-HPV Detection With FTA Card And AI For Cytology Analysis - A Viable Non-invasive Alternative. In EAOM2018, 2018.
- Learning surrogate models of document image quality metrics for automated document image processing. In Proc. 13th IAPR International Workshop on Document Analysis Systems, pp 67-72, IEEE, 2018. (DOI).
- Whole Slide Image Registration for the Study of Tumor Heterogeneity. In MICCAI 2018 - International Workshop on Ophthalmic Medical Image Analysis: OMIA 2018, COMPAY 2018: Computational Pathology and Ophthalmic Medical Image Analysis, volume 11039 of Lecture Notes in Computer Science (LNCS), pp 95-102, Springer, Cham, 2018. (DOI, External link).
- An Objective Scoring Framework for Histology Slide Image Mosaics Applicable for the Reliable Benchmarking of Image Quality Assessment Algorithms. In IEEE Access, volume 6, pp 53080-53091, IEEE, 2018. (DOI).
- Extracting script features from a large corpus of handwritten documents. In Digital Humanities in the Nordic Countries: Book of Abstracts, 2018. (Abstracts).
- Towards automated multiscale imaging and analysis in TEM: Glomeruli detection by fusion of CNN and LBP maps. In Swedish Symposium on Deep Learning, 2018. (External link).
- Quantitative image analysis of protein expression and colocalisation in skin sections. In Experimental dermatology, volume 27, number 2, pp 196-199, 2018. (DOI).
- Distance Between Vector-valued Images based on Intersection Decomposition with Applications in Object Detection. In Swedish Symposium on Image Analysis, 2018. (External link).
- Fast and Robust Symmetric Image Registration Based on Intensity and Spatial Information. 2018. (External link).
2017
- Automated segmentation of lung field in HRCT images using active shape model. In Proc. 37th Region 10 Conference, pp 2516-2520, IEEE, 2017. (DOI).
- Mathematical morphology on irregularly sampled data in one dimension. In Mathematical Morphology - Theory and Applications, volume 2, number 1, pp 1-24, 2017. (DOI, Fulltext).
- Document Binarization Combining with Graph Cuts and Deep Neural Networks. In , 2017. (fulltext:postprint).
- Historical document binarization combining semantic labeling and graph cuts. In Image Analysis: Part I, volume 10269 of Lecture Notes in Computer Science, pp 386-396, Springer, 2017. (DOI, fulltext:postprint).
- Semantic Labeling using Convolutional Networks coupled with Graph-Cuts for Document binarization. In , 2017. (fulltext:postprint).
- Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Volume 10125 of Lecture Notes in Computer Science, Springer, 2017. (DOI).
- Computer-aided diagnostics in digital pathology. In Cytometry Part A, volume 91, number 6, pp 551-554, 2017. (DOI).
- Image processing and its hardware support: Analysis vs synthesis - historical trends. In Image Analysis, SCIA 2017, Pt I, pp 3-14, Switzerland, 2017. (DOI).
- A web application to analyse and visualize digital images at multiple resolutions. In , 2017.
- Decoding gene expression in 2D and 3D. In Image Analysis: Part II, volume 10270 of Lecture Notes in Computer Science, pp 257-268, Springer, 2017. (DOI, fulltext:postprint).
- Quantitative high-content/high-throughput microscopy analysis of lipid droplets in subject-specific adipogenesis models. In Cytometry Part A, volume 91, number 11, pp 1068-1077, 2017. (DOI).
- Hormonal contraceptive use affects HIV susceptibility: mechanisms revealed by image analysis. In Scandinavian Journal of Immunology, volume 86, number 4, pp 281-281, 2017. (DOI).
- Single-cell analysis of human pancreas reveals transcriptional signatures of aging and somatic mutation patterns. In Cell, volume 171, number 2, pp 321-330.e14, 2017. (DOI).
- Osteochondrosis, Synovial Fossae, and Articular Indentations in the Talus and Distal Tibia of Growing Domestic Pigs and Wild Boars. In Veterinary pathology, volume 54, number 3, pp 445-456, 2017. (DOI).
- Increased numbers of CD103<sup>-</sup>CD8<sup>+</sup> T<sub>RM</sub> cells in the cervical mucosa of HIV-infected women. In Scandinavian Journal of Immunology, volume 86, number 4, pp 288-289, 2017. (DOI).
- Convolutional neural networks for false positive reduction of automatically detected cilia in low magnification TEM images. In Image Analysis: Part I, volume 10269 of Lecture Notes in Computer Science, pp 407-418, Springer, 2017. (DOI).
- False positive reduction of cilia detected in low resolution TEM images using a convolutional neural network. In Swedish Symposium on Image Analysis, Swedish Society for Automated Image Analysis, 2017. (fulltext:print).
- An efficient descriptor based on radial line integration for fast non invariant matching and registration of microscopy images. In Advanced Concepts for Intelligent Vision Systems, volume 10617 of Lecture Notes in Computer Science, pp 723-734, Springer, 2017. (DOI).
- Deep Fish: Deep Learning-Based Classification of Zebrafish Deformation for High-Throughput Screening. In Journal of Biomolecular Screening, volume 22, number 1, pp 102-107, 2017. (DOI).
- Automated training of deep convolutional neural networks for cell segmentation. In Scientific Reports, volume 7, 2017. (DOI, Fulltext, fulltext:print).
- Spheroid segmentation using multiscale deep adversarial networks. In IEEE International Conference on Computer Vision, IEEE International Conference on Computer Vision Workshops, IEEE, 2017. (DOI).
- Airway-tree segmentation in subjects with acute respiratory distress syndrome. In Image Analysis: Part II, volume 10270 of Lecture Notes in Computer Science, pp 76-87, Springer, 2017. (DOI).
- Classification of cross-sections for vascular skeleton extraction using convolutional neural networks. In Medical Image Understanding and Analysis, volume 723 of Communications in Computer and Information Science, pp 182-194, Springer, 2017. (DOI).
- Fast Methods for Vascular Segmentation Based on Approximate Skeleton Detection. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1496, Acta Universitatis Upsaliensis, Uppsala, 2017. (fulltext, preview image).
- Improved centerline tree detection of diseased peripheral arteries with a cascading algorithm for vascular segmentation. In Journal of Medical Imaging, volume 4, pp 024004:1-11, 2017. (DOI).
- On the precision of third person perspective augmented reality for target designation tasks. In Multimedia tools and applications, volume 76, number 14, pp 15279-15296, 2017. (DOI, Fulltext, fulltext:print).
- Automated segmentation of human cervical-supraclavicular adipose tissue in magnetic resonance images. In Scientific Reports, volume 7, 2017. (DOI, Fulltext, fulltext:print).
- Exact Evaluation of Targeted Stochastic Watershed Cuts. In Discrete Applied Mathematics, volume 216, number 2, pp 449-460, Elsevier, 2017. (DOI).
- The Boolean Map Distance: Theory and Efficient Computation. In International Conference on Discrete Geometry for Computer Imagery, volume 10502 of Lecture notes in computer science, pp 335-346, Springer, 2017. (DOI).
- Bridging Histology and Bioinformatics: Computational analysis of spatially resolved transcriptomics. In Proceedings of the IEEE, volume 105, number 3, pp 530-541, 2017. (DOI, Fulltext).
- Using anti-aliased signed distance fields for generating surgical guides and plates from CT images. In Journal of WSCG, volume 25, number 1, pp 11-20, 2017. (Fulltext, fulltext:print).
- BoneSplit – A 3D painting tool for interactive bone segmentation in CT images. In Pattern Recognition and Information Processing: PRIP 2016, volume 673 of Communications in Computer and Information Science, pp 3-13, Springer, 2017. (DOI).
- Deep Neural Networks and Image Analysis for Quantitative Microscopy. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1566, Acta Universitatis Upsaliensis, Uppsala, 2017. (fulltext, preview image).
- Skeletonization: Theory, Methods, and Applications. Computer Vision and Pattern Recognition, Academic Press, London, 2017. (DOI).
- Skeletonization and its applications – a review. In Skeletonization: Theory, Methods, and Applications, Computer Vision and Pattern Recognition, pp 3-42, Academic Press, London, 2017. (DOI).
- Differential neuroprotective effects of interleukin-1 receptor antagonist on spinal cord neurons after excitotoxic injury. In Neuroimmunomodulation, volume 24, pp 220-230, 2017. (DOI).
- Distance Between Vector-Valued Representations of Objects in Images with Application in Object Detection and Classification. In In Proc. of the 18th International Workshop on Combinatorial Image Analysis, IWCIA2017, volume 10256 of Lecture Notes in Computer Science, pp 243-255, Springer, 2017. (DOI).
- A concept for holistic whole body MRI data analysis, Imiomics. In PLOS ONE, volume 12, number 2, 2017. (DOI, Fulltext, fulltext:print).
- Cilia ultrastructural visibility enhancement by multiple instance registration and super-resolution reconstruction. In Swedish Symposium on Image Analysis, Swedish Society for Automated Image Analysis, 2017.
- Enhancement of cilia sub-structures by multiple instance registration and super-resolution reconstruction. In Image Analysis: Part II, volume 10270 of Lecture Notes in Computer Science, pp 362-374, Springer, 2017. (DOI).
- Further analysis of clinical feasibility of OCT-based glaucoma diagnosis with Pigment epithelium central limit–Inner limit of the retina Minimal Distance (PIMD). In Ophthalmic Technologies XXVII, volume 10045 of Proc. SPIE, SPIE - International Society for Optical Engineering, Bellingham, WA, 2017. (DOI).
- Objective automated quantification of fluorescence signal in histological sections of rat lens. In Cytometry Part A, volume 91, number 8, pp 815-821, 2017. (DOI).
- Automatic document image binarization using Bayesian optimization. In Proc. 4th International Workshop on Historical Document Imaging and Processing, pp 89-94, ACM Press, New York, 2017. (DOI).
- On-the-fly historical handwritten text annotation. In Proc. 14th IAPR International Conference on Document Analysis and Recognition, pp 10-14, IEEE, 2017. (DOI).
- Deep convolutional neural networks for detecting cellular changes due to malignancy. In Proc. 16th International Conference on Computer Vision Workshops, pp 82-89, IEEE Computer Society, 2017. (DOI).
- Neural Ctrl-F: Segmentation-free query-by-string word spotting in handwritten manuscript collections. In 2017 IEEE International Conference on Computer Vision (ICCV), IEEE International Conference on Computer Vision, pp 4443-4452, IEEE, 2017. (DOI, fulltext:postprint).
- Neural Ctrl-F: Segmentation-free Query-by-String Word Spotting in Handwritten Manuscript Collections. In , 2017.
- Distance between vector-valued fuzzy sets based on intersection decomposition with applications in object detection. In Mathematical Morphology and its Applications to Signal and Image Processing, volume 10225 of Lecture Notes in Computer Science, pp 395-407, Springer, 2017. (DOI).
2016
- A Faster, Unbiased Path Opening by Upper Skeletonization and Weighted Adjacency Graphs. In IEEE Transactions on Image Processing, volume 25, number 12, pp 5589-5600, 2016. (DOI).
- Solving the Table Maker's Dilemma on current SIMD architectures. In Scalable computing: Practice and Experience, volume 17, number 3, pp 237-250, 2016. (DOI).
- Feature evaluation for handwritten character recognition with regressive and generative Hidden Markov Models. In Advances in Visual Computing: Part I, volume 10072 of Lecture Notes in Computer Science, pp 278-287, Springer, 2016. (DOI, fulltext:postprint).
- Blind deconvolution of images degraded with mixed Poisson-Gaussian noise with application in Transmission Electron Microscopy. In Proceedings of the Swedish Society for Automated Image Analysis, pp 137-141, Uppsala, 2016.
- Blind restoration of images degraded with mixed poisson-Gaussian noise with application in transmission electron microscopy. In 2016 Ieee 13Th International Symposium On Biomedical Imaging (ISBI), IEEE International Symposium on Biomedical Imaging, pp 123-127, IEEE, 2016. (DOI).
- Restoration of images degraded by signal-dependent noise based on energy minimization: an empirical study. In Journal of Electronic Imaging (JEI), volume 25, number 4, 2016. (DOI, Fulltext, fulltext:print).
- Single image super-resolution reconstruction in presence of mixed Poisson-Gaussian noise. In 2016 SIXTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA), International Conference on Image Processing Theory Tools and Applications, IEEE, 2016. (DOI).
- A chronological and mathematical overview of digital circle generation algorithms: Introducing efficient 4- and 8-connected circles. In International Journal of Computer Mathematics, volume 93, number 8, pp 1241-1253, 2016. (DOI).
- TissueMaps: A large multi-scale data analysis platform for digital image application built on open-source software. In , 2016.
- Extracting fiber and network connectivity data using microtomography images of paper. In Nordic Pulp & Paper Research Journal, volume 31, number 3, pp 469-478, 2016. (DOI).
- Preconditioning 2D integer data for fast convex hull computations. In PLOS ONE, volume 11, number 3, 2016. (DOI, Fulltext).
- Comparison of 2D radiography and a semi-automatic CT-based 3D method for measuring change in dorsal angulation over time in distal radius fractures. In Skeletal Radiology, volume 45, number 6, pp 763-769, 2016. (DOI).
- A new method for reconstructing brain morphology: Applying the brain-neurocranial spatial relationship in an extant lungfish to a fossil endocast. In Royal Society Open Science, volume 3, number 7, 2016. (DOI, Fulltext).
- Estimation of Feret's diameter from pixel coverage representation of a shape. In Pattern Recognition Letters, volume 80, pp 37-45, 2016. (DOI).
- Analysis of the distribution of CD103 on CD8 T cells in blood and genital mucosa of HIV-infected female sex workers. In AIDS Research and Human Retroviruses, volume 32, number S1, pp 307-307, 2016.
- Precision automation of cell type classification and sub-cellular fluorescence quantification from laser scanning confocal images. In Frontiers in Plant Science, volume 7, 2016. (DOI, Fulltext).
- A segmentation-free handwritten word spotting approach by relaxed feature matching. In Proc. 12th IAPR Workshop on Document Analysis Systems, pp 150-155, IEEE, 2016. (DOI).
- The Challenges and Advantages with a Parallel Implementation of Feature Matching. In Proc. 11th International Conference on Computer Vision Theory and Applications, 2016.
- Signature of a Shape Based on Its Pixel Coverage Representation. In Discrete Geometry for Computer Imagery, DGCI 2016. Lecture Notes in Computer Science, Vol. 9647, pp. 181-193, Springer 2016: 19th IAPR International Conference, DGCI 2016, Nantes, France, April 18-20, 2016. Proceedings, pp 181-193, Springer Berlin/Heidelberg, 2016. (DOI).
- Image Analysis and Deep Learning for Applications in Microscopy. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1371, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
- Fourth generation of next-generation sequencing technologies: Promise and consequences. In Human Mutation, volume 37, number 12, pp 1363-1367, 2016. (DOI, Fulltext).
- Feature augmented deep neural networks for segmentation of cells. In Computer Vision – ECCV 2016 Workshops: Part I, volume 9913 of Lecture Notes in Computer Science, pp 231-243, Springer, 2016. (DOI).
- Segmentation and track-analysis in time-lapse imaging of bacteria. In IEEE Journal on Selected Topics in Signal Processing, volume 10, number 1, pp 174-184, 2016. (DOI).
- On the influence of interpolation method on rotation invariance in texture recognition. In EURASIP Journal on Image and Video Processing, volume 2016, 2016. (DOI, Fulltext).
- Fast vascular skeleton extraction algorithm. In Pattern Recognition Letters, volume 76, pp 67-75, 2016. (DOI).
- Visualisation and evaluation of flood uncertainties based on ensemble modelling. In International Journal of Geographical Information Science, volume 30, number 2, pp 240-262, Taylor & Francis, 2016. (DOI).
- Hand-held Augmented Reality for Facility Maintenance. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1412, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
- Estimating a structural bottle neck for eye–brain transfer of visual information from 3D-volumes of the optic nerve head from a commercial OCT device. In Ophthalmic Technologies XXVI, volume 9693 of Proc. SPIE, SPIE - International Society for Optical Engineering, Bellingham, WA, 2016. (DOI).
- PopulationProfiler: A Tool for Population Analysis and Visualization of Image-Based Cell Screening Data. In PLOS ONE, volume 11, number 3, 2016. (DOI, Fulltext).
- New technologies for DNA analysis: a review of the READNA Project. In New Biotechnology, volume 33, number 3, pp 311-330, 2016. (DOI).
- Signed Distance Fields for Modeling Surgical Guides and Plates from CT Images. In Proc, Swedish Symposium on Image Analysis: SSBA 2016, 2016.
- Interactive 3D Image Analysis for Cranio-Maxillofacial Surgery Planning and Orthopedic Applications. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1411, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
- Comparison of walking and traveling-wave piezoelectric motors as actuators in kinesthetic haptic devices. In IEEE Transactions on Haptics, volume 9, number 3, pp 427-431, 2016. (DOI, Fulltext).
- Automatic grading of breast cancer from whole slide images of Ki67 stained tissue sections. In , 2016.
- Fast Adaptive Local Thresholding Based on Ellipse fit. In , Scripta minora Bibliothecae regiae Universitatis UpsaliensisIEEE International Symposium on Biomedical Imaging, 2016. (Fulltext).
- Global And Local Adaptive Gray-level Thresholding Based on Object Features. In Swedish Symposium on Image Analysis 2016, 2016.
- Global Gray-level Thresholding Based on Object Size. In Cytometry Part A, volume 89A, number 4, pp 385-390, John Wiley & Sons, 2016. (DOI).
- A survey on skeletonization algorithms and their applications. In Pattern Recognition Letters, volume 76, pp 3-12, 2016. (DOI).
- Fuzzy Segmentation of Synthetic and MRI Volume Data sampled on Optimal Lattices. In , 2016. Publication status: Submitted
- LatticeLibrary and BccFccRaycaster: Software for processing and viewing 3D data on optimal sampling lattices. In SoftwareX, volume 5, pp 16-24, 2016. (DOI, Fulltext).
- 3D game technology in property formation. In Proc. 16th International Multidisciplinary Scientific GeoConference, International Multidisciplinary Scientific GeoConference-SGEM, pp 539-546, 2016. (DOI).
- Minimal paths by sum of distance transforms. In Discrete Geometry for Computer Imagery, volume 9647 of Lecture Notes in Computer Science, pp 349-358, Springer, 2016. (DOI).
- Automated detection of cilia in low magnification transmission electron microscopy images using template matching. In Biomedical Imaging (ISBI), 2016 IEEE 13th International Symposium on, IEEE International Symposium on Biomedical Imaging, pp 386-390, IEEE, 2016. (DOI, Fulltext).
- Analysis of the variation in OCT measurements of a structural bottle neck for eye–brain transfer of visual information from 3D-volumes of the optic nerve head, PIMD-Average [0;2?]. In Ophthalmic Technologies XXVI, volume 9693 of Proc. SPIE, SPIE - International Society for Optical Engineering, Bellingham, WA, 2016. (DOI).
- Automatic quantification of fluorescence signal in rat lens epithelium. In Investigative Ophthalmology and Visual Science, volume 57, number 12, 2016.
- Estimating manuscript production dates using both image and language data. In Proceedings of SSBA, 2016, 2016.
- Historical Manuscript Production Date Estimation using Deep Convolutional Neural Networks. In , International Conference on Handwriting Recognition, pp 205-210, IEEE, 2016. (DOI, fulltext:postprint).
- Large scale continuous dating of medieval scribes using a combined image and language model. In , 2016. (DOI, fulltext:postprint).
- Semantic and Verbatim Word Spotting using Deep Neural Networks. In Proceedings Of 2016 15Th International Conference On Frontiers In Handwriting Recognition (Icfhr), International Conference on Handwriting Recognition, pp 307-312, 2016. (DOI, fulltext:postprint).
- Skin lamellar bodies are not discrete vesicles but part of a tubuloreticular network. In Acta Dermato-Venereologica, volume 96, number 3, pp 303-309, 2016. (DOI, Fulltext).
- Segmentation of shadows and water bodies in high resolution images using ancillary data. In Proc. 16th International Multidisciplinary Scientific GeoConference, International Multidisciplinary Scientific GeoConference-SGEM, pp 827-834, 2016. (DOI).
2015
- Calving events detection and quantification from time-lapse images in Tunabreen glacier. In Proc. 9th International Conference on Information & Communication Technology and Systems, pp 61-65, IEEE, Piscataway, NJ, 2015. (DOI).
- Comparing and visualizing titanium implant integration in rat bone using 2D and 3D techniques. In Journal of Biomedical Materials Research. Part B - Applied biomaterials, volume 103, number 1, pp 12-20, 2015. (DOI).
- Blur detection and visualization in histological whole slide images. In Proc. 10th International Conference on Mass Data Analysis of Images and Signals, IBaI, Leipzig, Germany, 2015.
- Topological clustering guided document binarization. Svenska Sällskapet för Automatiserad Bildanalys, 2015. (fulltext).
- Compaction of rolling circle amplification products increases signal integrity and signal–to–noise ratio. In Scientific Reports, volume 5, pp 12317:1-10, 2015. (DOI, Fulltext).
- Brain – Endocast relationship in the Australian lungfish, <em>Neoceratodus forsteri</em>, elucidated from tomographic data (Sarcopterygii: Dipnoi). In PLOS ONE, volume 10, number 10, 2015. (DOI, Fulltext).
- Adaptive hit or miss transform. In Mathematical Morphology and Its Applications to Signal and Image Processing, volume 9082 of Lecture Notes in Computer Science, pp 741-752, Springer, 2015. (DOI).
- Computer Assisted Pap Smear Analyser for Cervical Cancer Screening using Quantitative Microscopy. In Journal of Cytology & Histology, volume 6, number S3, 2015. (DOI, Fulltext).
- ?LBP – a novel member of the Local Binary Pattern family based on ?-cutting. In Proc. 9th International Symposium on Image and Signal Processing and Analysis, pp 13-18, IEEE, 2015. (DOI).
- Recreating with photogrammetric techniques a submerged megalithic landscape: the case of the salas reservoir. In 3 Encontro Internacional de Arqueoloxia de Vilalba, pp 9-16, 2015.
- Computerized Cell and Tissue Analysis. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1262, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
- Acrosome integrity assessment of boar spermatozoa images using an early fusion of texture and contour descriptors. In Computer Methods and Programs in Biomedicine, volume 120, number 1, pp 49-64, 2015. (DOI).
- A Simple and Efficient Feature Descriptor for Fast Matching. In WSCG, pp 135-142, 2015.
- Clustering in 2D as a Fast Deterministic Alternative to RANSAC. In , 2015.
- Interest Point Detection Based on the Extended Structure Tensor with a Scale Space Parameter. In International Conference on Computer Vision Theory and Applications, pp 1-8, 2015.
- Stereo Visualisation of Historical Aerial Photos as a Valuable Tool for Archeological Research. In Computer Applications and Quantitative Methods in Archaeology, CAA, pp 1-3, 2015.
- Stereo Visualisation of Historical Aerial Photos – a Valuable Digital Heritage Research Tool. In 2015 Digital Heritage International Congress, Vol 2: Analysis & Interpretation Theory, Methodologies, Preservation & Standards Digital Heritage Projects & Applications, pp 663-666, 2015.
- Precise Euclidean distance transforms in 3D from voxel coverage representation. In Pattern Recognition Letters, volume 65, pp 184-191, 2015. (DOI).
- Next-Generation Pathology: Surveillance of Tumor Microecology. In Journal of Molecular Biology, volume 427, number 11, pp 2013-2022, 2015. (DOI, Fulltext).
- A histopathological tool for quantification of biomarkers with sub-cellular resolution. In Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, volume 3, number 1, pp 25-46, 2015. (DOI).
- Multimodal histological image registration using locally rigid transforms. In Proc. Interactive Medical Image Computing Workshop, 2015.
- Coverage segmentation of 3D thin structures. In Proc. 5th International Conference on Image Processing Theory, Tools and Applications, pp 23-28, IEEE, Piscataway, NJ, 2015. (DOI).
- Exact linear time Euclidean distance transforms of grid line sampled shapes. In Mathematical Morphology and its Applications to Signal and Image Processing, volume 9082 of Lecture Notes in Computer Science, pp 645-656, Springer, 2015. (DOI).
- High-resolution reconstruction by feature distance minimization from multiple views of an object. In Proc. 5th International Conference on Image Processing Theory, Tools and Applications, pp 29-34, IEEE, Piscataway, NJ, 2015. (DOI).
- Microscopy image enhancement for cost-effective cervical cancer screening. In Image Analysis, volume 9127 of Lecture Notes in Computer Science, pp 440-451, Springer, 2015. (DOI).
- Infrared-visible image registration for augmented reality-based thermographic building diagnostics. In Visualization in Engineering, volume 3, pp 16:1-15, Springer, 2015. (DOI, Fulltext).
- Magnetic resonance imaging cooling–reheating protocol indicates decreased fat fraction via lipid consumption in suspected brown adipose tissue. In PLOS ONE, volume 10, number 4, 2015. (DOI, Fulltext).
- Automatic 3DS Conversion of Historical Aerial Photographs. In IC3D 2015, International Conference on 3D Imaging, 2015.
- Simulation of bright-field microscopy images depicting pap-smear specimen. In Cytometry Part A, volume 87, number 3, pp 212-226, 2015. (DOI, fulltext:print).
- Interactive Deformation of Volume Images for Image Registration. In Proc. Interactive Medical Image Computing Workshop, 2015. (External link).
- Intracranial volume normalization methods: Considerations when investigating gender differences in regional brain volume. In Psychiatry Research, volume 231, number 3, pp 227-235, 2015. (DOI).
- BoneSplit - A 3D Texture Painting Tool for Interactive Bone Separation in CT Images. In Journal of WSCG, volume 23, number 2, pp 157-166, 2015.
- Teaching OpenGL and Computer Graphics with Programmable Shaders. In SIGRAD, pp 1-3, 2015.
- Haptics with Applications to Cranio-Maxillofacial Surgery Planning. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1289, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
- Haptics-assisted Virtual Planning of Bone, Soft Tissue, and Vessels in Fibula Osteocutaneous Free Flaps. In Plastic and Reconstructive Surgery - Global Open, volume 3, number 8, Wolters Kluwer, 2015. (DOI).
- Visuohaptic bone saw simulator: Combining vibrotactile and kinesthetic feedback. In Proc. 8th ACM SIGGRAPH Asia Technical Briefs, pp 10:1-4, ACM Press, New York, 2015. (DOI).
- Triangulation Painting. In SIGRAD, pp 1-4, 2015.
- Your New Default Thresholding Method?: A robust global gray-level thresholding method based on object features. In BioImage Informatics Conference 2015, 2015.
- Digital topology and geometry in medical image processing: A survey. In IEEE Transactions on Medical Imaging, volume 34, number 9, pp 1940-1964, 2015. (DOI).
- Image processing on optimal volume sampling lattices: Thinking outside the boxBildbehandling på optimala samplingsgitter: Att tänka utanför ramen. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1314, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
- Fast evaluation of the robust stochastic watershed. In Mathematical Morphology and Its Applications to Signal and Image Processing, volume 9082 of Lecture Notes in Computer Science, pp 705-716, Springer, 2015. (DOI).
- Fully automatic evaluation of the corneal endothelium from in vivo confocal microscopy. In BMC Medical Imaging, volume 15, 2015. (DOI, Fulltext).
- Automated Image Acquisition and Particle Size Distribution in the MiniTEM Instrument. In , 2015.
- Effect of pre-fixation delay and freezing on mink testicular endpoints for environmental research. In PLOS ONE, volume 10, number 5, 2015. (DOI, fulltext:print).
- Asymmetric supercapacitors based on carbon nanofibre and polypyrrole/nanocellulose composite electrodes. In RSC Advances, volume 5, number 21, pp 16405-16413, 2015. (DOI).
- Estimation of linear deformations of 2D and 3D fuzzy objects. In Pattern Recognition, volume 48, number 4, pp 1391-1403, 2015. (DOI).
- Large scale style based dating of medieval manuscripts. In Proc. 3rd International Workshop on Historical Document Imaging and Processing, pp 107-114, ACM Press, New York, 2015. (DOI, fulltext:postprint).
- Writer identification using the Quill-Curvature feature in old manuscripts. In Proceedings of SSBA, 2015, 2015.
- A novel word segmentation method based on object detection and deep learning. In Advances in Visual Computing: 11th International Symposium, ISVC 2015, Las Vegas, NV, USA, December 14-16, 2015, Proceedings, Part I, volume 9474 of Lecture Notes in Computer Science, pp 231-240, Springer, 2015. (DOI, fulltext:postprint).
- Experiments on Large Scale Document Visualization using Image-based Word Clouds. Technical report / Department of Information Technology, Uppsala University nr 2015-022, 2015. (fulltext).
- Visualizing document image collections using image-based word clouds. In Advances in Visual Computing: 11th International Symposium, ISVC 2015, Las Vegas, NV, USA, December 14-16, 2015, Proceedings, Part I, volume 9474 of Lecture Notes in Computer Science, pp 297-306, Springer, 2015. (DOI, fulltext:postprint).
- Image Segmentation, Processing and Analysis in Microscopy and Life Science. In Mathematical Models in Biology: Bringing Mathematics to Life, pp 1-16, Springer, 2015. (DOI).
- Automatic Water Body Extraction From Remote Sensing Images Using Entropy. In SGEM2015 Conference Proceedings, International Multidisciplinary Scientific GeoConference-SGEM, pp 517-524, 2015. (DOI).
2014
- Distance Functions and Their Use in Adaptive Mathematical Morphology. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1137, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Automated Tissue Image Analysis Using Pattern Recognition. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1175, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Simple filter design for first and second order derivatives by a double filtering approach. In Pattern Recognition Letters, volume 42, pp 65-71, Elsevier, 2014. (DOI).
- An Evaluation of the Faster STORM Method for Super-resolution Microscopy. In Proceedings of the 22nd International Conference on Pattern Recognition, International Conference on Pattern Recognition, pp 4435-4440, 2014. (DOI).
- Automatic Virus Identification using TEM: Image Segmentation and Texture AnalysisAutomatisk identifiering av virus med hjälp av transmissionselektronmikroskopi: bildsegmentering och texturanalys. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1122, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Image Analysis Methods and Tools for Digital Histopathology Applications Relevant to Breast Cancer Diagnosis. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1128, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Multimodal histological image registration using locally rigid transforms. In IEEE Transactions on Biomedical Engineering, 2014. Publication status: Submitted
- Geovisualization of Uncertainty in Simulated Flood Maps. In Proceedings of the IADIS conference in Computer Graphics, Visualization, Computer Vision and Image Processing (CGCVIP), pp 206-214, 2014.
- Linear time distances between fuzzy sets with applications to pattern matching and classification. In IEEE Transactions on Image Processing, volume 23, number 1, pp 126-136, 2014. (DOI).
- A Graph-Based Implementation of the Anti-Aliased Euclidean Distance Transform. In Proceedings 22nd International Conference on Pattern Recognition (ICPR), 2014, International Conference on Pattern Recognition, pp 1025-1030, 2014. (DOI).
- Anti-Aliased Euclidean Distance Transform on 3D Sampling Lattices. In Discrete Geometry for Computer Imagery: 18th IAPR International Conference, DGCI 2014, Siena, Italy, September 10-12, 2014. Proceedings, volume 8668 of Lecture Notes in Computer Science, pp 88-98, 2014. (DOI).
- Detection of Façade Regions in Street View Images from Split-and-Merge of Perspective Patches. In Journal of Image and Graphics, volume 2, number 1, pp 8-14, 2014. (External link).
- An efficient algorithm for exact evaluation of stochastic watersheds. In Pattern Recognition Letters, volume 47, pp 80-84, 2014. (DOI).
- Automatic Mapping of Standing Dead Trees after an Insect Outbreak Using the Window Independent Context Segmentation Method. In Journal of forestry, volume 112, number 6, pp 564-571, 2014. (DOI).
- A Streaming Distance Transform Algorithm for Neighborhood-Sequence Distances. In Image Processing On Line, volume 4, pp 196-203, 2014. (DOI, External link).
- Custom Mandibular Implant Design with Deformable Models and Haptics. In Proc. Computer Assisted Radiology and Surgery (CARS). Fukuoka, Japan, June 25-28, pp 246-247, Springer Berlin/Heidelberg, 2014. (DOI).
- The Giga-pixel Challenge: Full Resolution Image Analysis – Without Losing the Big Picture: An open-source approach for multi-scale analysis and visualization of slide-scanner data. In , 2014. (fulltext:postprint).
- Solving Geospatial Tasks in 2D and 3D Visualizations of Maps. In Information Visualisation: Techniques, Usability and Evaluation, pp 222-271, Cambridge Scholars Publishing, 2014.
- Virus recognition based on local texture. In Proceedings 22nd International Conference on Pattern Recognition (ICPR), 2014, International Conference on Pattern Recognition, pp 3227-3232, 2014. (DOI).
- The Minimum Barrier Distance - Stability to seed point position. In Discrete Geometry for Computer Imagery, DGCI 2014, volume 8668 of Lecture Notes in Computer Science, pp 111-121, 2014. (DOI).
- Feature space de-noising for text recognition. In Proceedings of SSBA, 2014, 2014.
- Scribal Attribution using a Novel 3-D Quill-Curvature Feature Histogram. In Proceedings International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014, 2014. (fulltext:postprint).
- Evaluation of the Automatic methods for Building Extraction. In International Journal of Computers and Communications, volume 8, pp 171-176, 2014.
- Knowledge Based Single Building Extraction and Recognition. In Proceedings WSEAS International Conference on Computer Engineering and Applications, 2014, pp 29-35, 2014. (External link).
- TIME-SPACE VISUALISATION OF AMUR RIVER CHANNEL CHANGES DUE TO FLOODING DISASTER. In Proceedings of International Multidisciplinary Scientific GeoScience Conference (SGEM), 2014, 2014. (DOI, External link).
2013
- Geomemories - A Platform for Visualizing Historical, Environmental and Geospatial Changes of the Italian Landscape. In ISPRS International Journal of Geo-Information. Special issue: Geospatial Monitoring and Modelling of Environmental Change, volume 2, number 2, pp 432-455, MDPI - Open Access Publishing, 2013. (DOI, Fulltext).
- A Weight Sequence Distance Function. In : Mathematical Morphology and Its Applications to Signal and Image Processing, volume 7883 of Lecture Notes in Computer Science, pp 292-301, Springer Berlin/Heidelberg, 2013. (DOI).
- A new quantitative approach for estimating bone cell connections from nano-CT images. In Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, pp 3694-3697, IEEE, 2013. (DOI).
- Blind Color Decomposition of Histological Images. In IEEE Transactions on Medical Imaging, volume 32, number 6, pp 983-994, 2013. (DOI).
- Optimal RANSAC - Towards a Repeatable Algorithm for Finding the Optimal Set. In Journal of WSCG, volume 21, number 1, pp 21-30, 2013.
- Rotation Invariant Feature Matching - Based on Gaussian Filtered Log Polar Transform and Phase Correlation.. In 8th International Symposium on Image and Signal Processing and Analysis: (ISPA 2013), pp 1-6, 2013.
- Analysis of nuclei textures of fine needle aspirated cytology images for breast cancer diagnosis using complex Daubechies wavelets. In Signal Processing, volume 93, number 10, pp 2828-2837, 2013. (DOI).
- Automated classification of immunostaining patterns in breast tissue from the Human Protein Atlas. In Journal of Pathology Informatics, volume 4, number 14, 2013. (DOI, External link).
- Color deconvolution method for breast tissue core biopsy images cell nuclei detection and analysis using multiresolution techniques. In International Journal of Imaging and Robotics, volume 9, number 1, pp 61-72, 2013.
- Coverage segmentation of thin structures by linear unmixing and local centre of gravity attraction. In Proc. 8th International Symposium on Image and Signal Processing and Analysis, pp 83-88, IEEE Signal Processing Society, 2013. (DOI).
- Image Analysis in Support of Computer-Assisted Cervical Cancer Screening. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1106, Acta Universitatis Upsaliensis, Uppsala, 2013. (fulltext, preview image).
- Faster Fuzzy Connectedness via Precomputation. In Mathematical Morphology and Its Applications to Signal and Image Processing, volume 7883 of Lecture Notes in Computer Science, pp 476-483, Springer, 2013.
- Precise 3D Angle Measurements in CT Wrist Images. In Image Analysis and Processing – ICIAP 2013: Part II, volume 8157 of Lecture Notes in Computer Science, pp 479-488, Springer Berlin/Heidelberg, 2013. (DOI).
- Evaluating 2D and 3D geovisualisations for basic spatial assessment. In Behavior and Information Technology, volume 32, number 8, pp 845-858, 2013. (DOI).
- Factors influencing high quality low voltage TEM imaging of biological routinely stained specimen. In Proceedings, part I, pp 321-322, 2013.
- Towards automated Virus Detection and Identification using TEM. In Proceedings, Part II, pp 397-398, 2013.
- Feature Weight Optimization and Pruning in Historical Text Recognition. In Advances of Visual Computing: 9th International Symposium, ISVC 2013, Rethymnon, Crete, Greece, July 29-31, 2013. Proceedings, Part II, volume 8034 of Lecture Notes in Computer Science, pp 98-107, Springer Berlin/Heidelberg, 2013. (DOI, fulltext:postprint).
- Feature space denoising improves word spotting. In Proc. 2nd International Workshop on Historical Document Imaging and Processing, pp 59-66, ACM Press, New York, 2013. (DOI, fulltext:postprint).
2012
- An image based high-throughput assay for chemical screening using zebrafish.. In , 2012.
- An Investigation on Nuclei of Histopathological Images using Curvelet Statistical Features. SSBA'12, Symposium on Image Analysis, KTH-Stockholm, 2012.
- Segmentation of virus particle candidates in transmission electron microscopy images. In Journal of Microscopy, volume 245, number 2, pp 140-147, Blackwell Publishing, 2012. (DOI).
- Learning histopathological patterns. In Journal of Pathology Informatics, volume 2, p 12, 2012. (DOI).
- The Vectorial Minimum Barrier Distance. In International Conference on Pattern Recognition, pp 792-795, 2012. (External link).
- Comparison of Restoration Quality on Square and Hexagonal Grids using Normalized Convolution. In Proceedings of the 21st International Conference on Pattern Recognition (ICPR), 2012.
- Aliasing Properties of Voxels in Three-Dimensional Sampling Lattices. In Large Scale Scientific Computing, volume 7116 of Lecture Notes in Computer Science, pp 507-514, 2012. (DOI).
- Seeded Segmentation Based on Object Homogeneity. In Proceedings of the 21st International Conference on Pattern Recognition (ICPR), pp 21-24, 2012. (External link, External link).
- Smart Paint: A New Interactive Segmentation Method\\ Applied to MR Prostate Segmentation. In Prostate MR Image Segmentation Grand Challenge (PROMISE'12), a MICCAI 2012 workshop, 2012. (External link).
- 3D nano-CT: a new approach for imaging at cellular scale. General Assembly of the French Society for Signal and Image Processing in Life Sciences (Invited talk), 2012.
- Imaging of the Bone Cell Network with Nanoscale Synchrotron Radiation Computed Tomography. SSBA Symposium, 2012.
- Isotropic 3D imaging of biological specimens at micro and nano scale. In , 2012.
- Making isotropic 3D imaging at microscopic scale accessible to every lab. BioImage Informatics, 2012.
- Synchrotron radiation CT from the micro to nanoscale for the investigation of bone tissue. In Proceedings of SPIE: The International Society for Optical Engineering, volume 8506 of Proceedings of SPIE - The International Society for Optical Engineering, p 85060L, 2012. (DOI).
- Optimization of semi-automated cell tracking using application-expert feed-back. In , 2012.
- Regional Zernike Moments for Texture Recognition. In Proceedings of the 21st International Conference on Pattern Recognition (ICPR), pp 1635-1638, 2012.
- The coverage model and its use in image processing. In Selected Topics on Image Processing and Cryptology: Zbornik radova (Collection of Papers), volume 15(23) of Zbornik radova, pp 39-117, Mathematical Institute of the Serbian Academy of Sciences and Arts, Belgrade, Serbia, 2012. (External link).
- Word Spotting in Pre-Modern Manuscripts using Dynamic Time Warping. In Proceedings of SSBA, 2012, 2012.
- An image analysis toolbox for high-throughput <em>C. elegans </em>assays. In Nature Methods, volume 9, number 7, pp 714-716, 2012. (DOI).
2011
- Approaches for increasing throughput andinformation content of image-based zebrafishscreens. In Proceeding of SSBA 2011, 2011.
- Methods for 2D and 3D Quantitative Microscopy of Biological Samples. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 856, Acta Universitatis Upsaliensis, Uppsala, 2011. (fulltext).
- Distance measures between digital fuzzy objects and their applicability in image processing<em></em>. In Combinatorial Image Analysis, volume 6636 of Lecture Notes in Computer Science, pp 385-397, Springer Berlin/Heidelberg, 2011. (DOI).
- Precise Estimation of the Projection of a Shape from a Pixel Coverage Representation. In Proceedings of the 7th IEEE International Symposium on Image and Signal Processing and Analysis (ISPA), pp 569-574, IEEE Computer Society, 2011. (External link).
- Spectral Image Processing with Applications in Biotechnology and Pathology. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 876, Acta Universitatis Upsaliensis, Uppsala, 2011. (fulltext).
- Tissue Separation for Quantitative Malignancy Grading of Prostate Cancer. In Abstracts of Medicinteknikdagarna 2011, pp 32-32, 2011. (External link, External link).
- Anti-aliased Euclidean distance transform. In Pattern Recognition Letters, volume 32, number 2, pp 252-257, 2011. (DOI).
- Kylberg Texture Dataset v. 1.0. External report (Blue series) nr 35, Centre for Image Analysis, Swedish University of Agricultural Sciences and Uppsala University, Uppsala, 2011. (External link, fulltext).
- Refinement of Segmented Virus Particel Candidates in TEM Images. SSBA'11, Symposium on Image Analysis, Linköping, 2011.
- Virus texture analysis using local binary patterns and radial density profiles. In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, volume 7042 of Lecture Notes in Computer Science, pp 573-580, Springer Berlin/Heidelberg, 2011. (DOI).
- Regularized image denoising based on spectral gradient optimization. In Inverse Problems, volume 27, number 8, pp 085010:1-17, 2011. (DOI).
- A Graph-based Framework for Sub-pixel Image Segmentation. In Theoretical Computer Science, volume 412, number 15, pp 1338-1349, 2011. (DOI).
- Generalized Hard Constraints for Graph Segmentation. In Image Analysis, 17th Scandinavian Conference. SCIA 2011., Lecture Notes in Computer Science, Springer, 2011.
- Graph-based Methods for Interactive Image Segmentation. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 813, Acta Universitatis Upsaliensis, Uppsala, 2011. (fulltext).
- Image Foresting Transform: On-the-fly Computation of Segmentation Boundaries. In Image Analysis: 17th Scandinavian Conference, SCIA 2011, Lecture notes in computer science, Springer, 2011.
- Measurement of fibre–fibre contact in three-dimensional images of fibrous materials obtained from X-ray synchrotron microtomography. In Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, volume 637, number 1, pp 143-148, 2011. (DOI).
- Approximating Euclidean circles by neighbourhood sequences in a hexagonal grid. In Theoretical Computer Science, volume 412, number 15, pp 1364-1377, 2011. (DOI).
- Image Filtering Methods for Biomedical Applications. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 852, Acta Universitatis Upsaliensis, Uppsala, 2011. (fulltext).
- Path-Based Distance with Varying Weights andNeighborhood Sequences. In <em><em>Proceedings, International Conference on Discrete Geometry for Computer Imagery (DGCI 2011)</em></em>: <em></em>, volume 6607 of Lecture Notes in Computer Science, pp 199-210, Springer, Berlin Heidelberg, 2011. (DOI, External link).
- Visualization and Haptics for Interactive Medical Image Analysis: Image Segmentation in Cranio-Maxillofacial Surgery Planning. In Visual Informatics: Sustaining Research and Innovations, volume 7066 of Lecture Notes in Computer Science, pp 1-12, Springer-Verlag, Berlin Heidelberg, 2011. (DOI, External link).
- Whole Hand Haptics. In Medicinteknikdagarna Oktober 11-12 2011, Linköping, Sweden, 2011.
- Cuanto: A Tool for Quantification of Bone Tissue in the Proximityof Implants. In Proceedings of SSBA 2011, 2011.
- A weighted neighbourhood sequence distance function with three local steps. In Proceedings of Image and Signal Processing and Analysis (ISPA), 2011 7th International Symposium on, IEEE Conference proceedings, pp 564-568, IEEE Computer Society, 2011. (External link).
- Digital distance functions on three-dimensional grids. In Theoretical Computer Science, volume 412, number 15, pp 1350-1363, 2011. (DOI).
- Sparse Object Representations by Digital Distance Functions. In <em>Proceedings, International Conference on Discrete Geometry for Computer Imagery (DGCI 2011)</em>, volume 6607 of Lecture Notes in Computer Science, pp 211-222, Springer, Berlin Heidelberg, 2011. (DOI, External link).
- Data Mining Medieval Documents by Word Spotting. In Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, pp 75-82, ACM, New York, 2011. (DOI, Full text, fulltext:postprint).
- Indication of Methane Gas in IR-Imagery. In Proceedings of IADIS International Conference Computer Graphics, Visualization, Computer Vision and Image Processing 2011 (CGVCVIP 2011), pp 187-192, 2011.