Gustaf Kylberg

  • PhD student in Image Analysis
  • MSc in Molecular Biotechnology Engineering

Contact Details

Office
Room 2104, House 2,
Polacksbacken (Lägerhyddsvägen 2), Uppsala

Telephone
+46(0)18 - 471 4912

Email
gustafcb.uu.se

Postal adsress
Centre for Image Analysis
Uppsala University
Box 337
SE-751 05 Uppsala
Sweden

Visiting
Travel directions to CBA
can be found here.


Research

Segmentation and identification of viruses in transmission electron microscopy (TEM) images. My work is a part of the PanViruShield project and the Eurostars project MiniTEM (E!6143).

Research related media

Texture Dataset

Kylberg Texture Dataset 1.0

Publications


Link to publications listed in the Uppsala University DiVA publication database.

Reviewed Journal Publications

Kylberg G., Uppström M., Borgefors G., and Sintorn I.-M. Segmentation of Virus Particle Candidates in Transmission Electron Microscopy Images Journal of Microscopy, 2012, 245: 140-147.
[abstract] [.pdf] [.bib]

Reviewed Conferences

Kylberg G., Uppström M., and Sintorn I.-M. Virus Texture Analysis Using Local Binary Patterns and Radial Density Profiles In Proceesings of the 16th Iberoamerican Congress on Pattern Recognition (CIARP), LNCS-7042, pp. 573-580, Pucón, Chile, November 2011.
[abstract] [.pdf] [.bib]

Kylberg G., Sintorn I.-M., Uppström M., and Ryner M. Local Intensity and PCA Based Detection of Virus Particle Candidates in Transmission Electron Microscopy Images In Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis (ISPA), pp. 426-431, IEEE, Salzburg, Austria, September 2009.
[abstract] [.pdf] [.bib]

Kylberg G., Sintorn I.-M., and Borgefors G. Towards Automated TEM for Virus Diagnostics: Segmentation of Grid Squares and Detection of Regions of Interest In Proceedings of the 16th Scandinavian Conference on Image Analysis (SCIA), LNCS-5575, pp. 169-178, Oslo, Norway, June 2009.
[abstract] [.pdf] [.bib]

Other Publications

Kylberg G. and Sintorn I.-M. Refinement of Segmented Virus Particel Candidates in TEM Images In proceedings SSBA 2011, Symposium on Image Analysis, Linköping, Sweden, March 17-18, 2011.

Kylberg G., Uppström M., Hedlund K.-O., and Sintorn I.-M. Towards Identification of Highly Pathogenic Viruses Based on Image Analysis and TEM In proceedings TAMSEC 2010, National Symposium on Technology and Methodology for Security and Crisis Management, Linköping, Sweden, October 26-28, 2010.

Kylberg G., and Sintorn I.-M. Detecting Virus-like Particles Using Transmission Electron Microscopy In proceedings SSBA 2009, Symposium on Image Analysis, Halmstad, Sweden, March 19-20, 2009.

Reports

Kylberg G. The Kylberg Texture Dataset v. 1.0 External report (Blue series) No. 35, Centre for Image Analysis, Swedish University of Agricultural Sciences and Uppsala University, September 2011.
[.pdf] [.bib]

Teaching

2012

Computer Graphics I, Spring 2012
Computer Assisted Image Analysis I, Spring 2012

2011

Scientific Visualization, Autumn 2011
Computer Graphics I, Spring 2011
Computer Assisted Image Analysis I, Spring 2011

2010

Scientific Visualization, Autumn 2010
Computer Assisted Image Analysis II, Autumn 2010
Computer Assisted Image Analysis NV1, Spring 2010

2009

Post graduate course in Application Oriented Image Analysis, Autumn 2009
Computer Assisted Image Analysis NV2, Autumn 2009
Computer Assisted Image Analysis NV1, Spring 2009

2008

Computer Assisted Image Analysis NV2, Autumn 2008