Dr Vitaliy Kurlin: mathematics & computer science

Current research: topological data analysis. Everything is possible!

E-mail: vitaliy.kurlin(at)gmail.com, University of Liverpool, UK

Project Automatic cloud analysis based on papers in   PRL 2016   CVPR 2014   CTIC 2014

Paper: A fast persistence-based segmentation of noisy 2D clouds with provable guarantees.

original image noisy input segmentation
  • Author : V. Kurlin.
  • Reference : Pattern Recognition Letters, v. 83 (2016), p. 3-12.
  • PDF [full version: 16 pages, 4.2M]   bib [code: beta-version]  

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Paper: A fast and robust algorithm to count topologically persistent holes in noisy clouds.

cloud
  • Author : V. Kurlin.
  • Reference : Proceedings of CVPR 2014: Computer Vision and Pattern Recognition, p. 1458-1463,
    a top 3 conference in entire Computer Science and the highest h-index conference in any field.
  • PDF [extended: 10 pages, 1.6M]   bib [code: beta-version]   url [official link]

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Paper: Auto-completion of contours in sketches, maps and sparse 2D images based on topological persistence.

noisy input automatic output
  • Author : V. Kurlin.
  • Reference : Proceedings of CTIC (Computational Topology in Image Context) at SYNASC 2014 (Symposium on Symbolic and Numeric Algorithms for Scientific Computing), p. 594-601.
  • PDF [8 pages, 1.1M]   Slides [16 pages, 0.9K]   bib [code: beta-version]   url [official link]

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