prof. dr. N. (Nicolai) Petkov

Hoogleraar, Head of the research group Intelligent Systems: http://www.cs.rug.nl/is

Research

Research units:

Postal address:
Nijenborgh
9
Gebouw 5161, ruimte 0580
Groningen
Netherlands
Phone: +31 50 363 7129

Research interests

Pattern recognition, machine learning, brain-inspired computing, computer vision, image processing, big data, parallel and high performance computing; see http://www.cs.rug.nl/~petkov/

Head of the research group Intelligent Systems: http://www.cs.rug.nl/is

Publications
  1. Assigning pigs to uniform target weight groups using machine learning

    Alsahaf, A., Ducro, B., Veerkamp, R., Azzopardi, G. & Petkov, N. 2018 (Accepted/In press) World Congress on Genetics Applied to Livestock Production (WCGALP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  2. COSFIRE: A brain-inspired approach to visual pattern recognition

    Azzopardi, G. & Petkov, N. 2014 Brain-Inspired Computing: International Workshop, BrainComp 2013, Revised Selected PapersInternational Workshop, BrainComp 2013, Revised Selected Papers. Grandinetti, L., Lippert, T. & Petkov, N. (eds.). Springer Verlag, Vol. 8603, p. 76-87 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8603)

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. Increased generalization capability of trainable COSFIRE filters with application to machine vision

    Azzopardi, G., Fernandez-Robles, L., Alegre, E. & Petkov, N. 13-Apr-2017 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 3356-3361 6 p. 7900152

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. Detection of curved lines with B-COSFIRE filters: A case study on crack delineation

    Strisciuglio, N., Azzopardi, G. & Petkov, N. 2017 Computer Analysis of Images and Patterns - 17th International Conference, CAIP 2017, Proceedings. Springer Verlag, Vol. 10424 LNCS, p. 108-120 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10424 LNCS)

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Special issue on selected papers from CAIP 2015

    Azzopardi, G. & Petkov, N. 1-Nov-2016 In : Machine Vision and Applications. 27, 8, p. 1115-1115 1 p.

    Research output: Contribution to journalEditorial

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Activities
  1. Programme committee of I3A Workshop 2014

    Petkov, N. (Member of programme committee)
    31-Aug-2014

    Activity: ScientificParticipation in conference

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