Publications
Publications produced by researchers at the Centre for Image Analysis are listed below.
Most Recent Publications
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Cross-modal Representation Learning for Efficient Registration of Multiphoton and Brightfield Microscopy Images of Skin Tissue
. In 4th NEUBIAS Conference, Bordeaux, France, 2020.
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BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows.
. In Patterns (New York, N.Y.), volume 1, number 3, 2020. (DOI
).
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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
).
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CoMIR: Contrastive Multimodal Image Representation for Registration
. In NeurIPS - 34th Conference on Neural Information Processing Systems, 2020.
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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, Uppsala, 2020. (DOI
).
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INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration
. 2020. (External link
).
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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
).
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A fast instance selection method for support vector machines in building extraction
. In Applied Soft Computing, volume 97, 2020. (DOI
, Fulltext
, fulltext:print
).
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Assessing Damage – Can the Crowd Interpret Colour and 3D Information?
. In Cartographic Journal, volume 0, pp 1-14, 2020. (DOI
).
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Uncovering hidden reasoning of convolutional neural networks in biomedical image classification by using attribution methods
. In 4th NEUBIAS Conference, Bordeaux, France, 2020.
Find More Publications
- Publications 2000 and onward (Coming)
- Publications 1988 - 1999 (Coming)