Publications
Publications produced by researchers at the Centre for Image Analysis are listed below.
Most Recent Publications
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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
).
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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
).
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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
).
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Partial dimensional collapse in contrastive learning when using intermediate layers
. In , 2023.
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Multi-level Residual Dual Attention Network for Major Cerebral Arteries Segmentation in MRA towards Diagnosis of Cerebrovascular Disorders
. In IEEE Transactions on Nanobioscience, pp 1-1, 2023. (DOI
).
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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
).
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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
).
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A Study of Augmentation Methods for Handwritten Stenography Recognition
. In , 2023. (DOI
).
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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
).
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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
).
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- Publications 2000 and onward (Coming)
- Publications 1988 - 1999 (Coming)