prof. dr. N. (Nicolai) Petkov

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

prof. dr. N. (Nicolai) Petkov
E-mail:
n.petkov rug.nl

Research

Research units:

Postal address:
Nijenborgh9
Gebouw 5161, ruimte 0580
9747 AG
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. Modular domain-to-domain translation network

    Karatsiolis, S., Schizas, C. N. & Petkov, N., Jun-2020, In : Neural Computing and Applications. 32, 11, p. 6779-6791 13 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  2. Efficient binocular stereo correspondence matching with 1-D Max-Trees

    Brandt, R., Strisciuglio, N., Petkov, N. & Wilkinson, M. H. F., Jul-2020, In : Pattern Recognition Letters. 135, p. 402-408 7 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  3. Enhanced robustness of convolutional networks with a push–pull inhibition layer

    Strisciuglio, N., Lopez-Antequera, M. & Petkov, N., 5-Feb-2020, In : Neural Computing and Applications.

    Research output: Contribution to journalArticleAcademicpeer-review

  4. Topic modelling for routine discovery from egocentric photo-streams

    Talavera Martínez, E., Petkov, N. & Radeva, P., Aug-2020, In : Pattern recognition. 104, 14 p., 107330.

    Research output: Contribution to journalArticleAcademicpeer-review

  5. Globular cluster detection in the GAIA survey

    Mohammadi, M., Petkov, N., Bunte, K., Peletier, R. & Schleif, F-M., 21-May-2019, In : Neurocomputing. 342, SI, p. 164-171 7 p.

    Research output: Contribution to journalArticleAcademicpeer-review

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Activities
  1. Programme committee of I3A Workshop 2014

    Nicolai Petkov (Member of programme committee)

    31-Aug-2014

    Activity: Participating in or organising an eventParticipation in conferenceAcademic

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