Publications

Publications produced by researchers at the Centre for Image Analysis are listed below.

Most Recent Publications

• Document Image Processing for Handwritten Text Recognition: Deep Learning-based Transliteration of Astrid Lindgren’s Stenographic Manuscripts. Raphaela Heil. 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?. Elisabeth Wetzer, Joakim Lindblad, and Nataša Sladoje. In IbPRIA 2023: Pattern Recognition and Image Analysis, Lecture Notes in Computer Science, pp 261-275, Springer, 2023. (DOI, External link).
• Dental hygienists and dentists as providers of brush biopsies for oral mucosa screening. Kristina Edman, Christina Runow Stark, Vladimir Basic, Joakim Lindblad, and Jan?Michaél Hirsch. In International Journal of Dental Hygiene, volume 21, number 3, pp 524-532, John Wiley & Sons, 2023. (DOI).
• Partial dimensional collapse in contrastive learning when using intermediate layers. Elisabeth Wetzer, Joakim Lindblad, and Nataša Sladoje. In , 2023.
• Multi-level Residual Dual Attention Network for Major Cerebral Arteries Segmentation in MRA towards Diagnosis of Cerebrovascular Disorders. Subhash Chandra Pal, Dimitrios Toumpanakis, Johan Wikström, Chirag Kamal Ahuja, Robin Strand, and Ashis Kumar Dhara. In IEEE Transactions on Nanobioscience, pp 1-1, 2023. (DOI).
• Representation Learning and Information Fusion: <em>Applications in Biomedical Image Processing</em>. Elisabeth Wetzer. 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).
• Image Processing and Analysis Methods for Biomedical Applications. Eva Breznik. 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).
• A Study of Augmentation Methods for Handwritten Stenography Recognition. Raphaela Heil and Eva Breznik. In , 2023. (DOI).
• INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration. Johan Öfverstedt, Joakim Lindblad, and Nataša Sladoje. In PLOS ONE, volume 18, number 3, Public Library of Science (PLoS), 2023. (DOI, Fulltext, Pre-print i arXiv, fulltext:print).
• End-to-end Multiple Instance Learning with Gradient Accumulation. Axel Andersson, Nadezhda Koriakina, Nataša Sladoje, and Joakim Lindblad. 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)