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:
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. Appearance-invariant place recognition by discriminatively training a convolutional neural network

    Lopez-Antequera, M., Gomez-Ojeda, R., Petkov, N. & Gonzalez-Jimenez, J., 1-Jun-2017, In : Pattern Recognition Letters. 92, p. 89-95 7 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  2. Place and Object Recognition by CNN-Based COSFIRE Filters

    Lopez-Antequera, M., Vallina, M. L., Strisciuglio, N. & Petkov, N., 2019, In : IEEE Access. 7, p. 66157-66166 10 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  3. Applications of Intelligent Systems: Proceedings of the 1st APPIS Conference, 2018

    Petkov, N., Strisciuglio, N. & Travieso-González, C. M., 18-Dec-2018, In : Frontiers in Artificial Intelligence and Applications. 310, p. V

    Research output: Contribution to journalEditorialAcademicpeer-review

  4. Time-frequency analysis for audio event detection in real scenarios

    Saggese, A., Strisciuglio, N., Vento, M. & Petkov, N., 7-Nov-2016, 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016. Institute of Electrical and Electronics Engineers Inc., p. 438-443 6 p. 7738082

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  5. A real-time system for audio source localization with cheap sensor device

    Saggese, A., Strisciuglio, N., Vento, M. & Petkov, N., 20-Oct-2017, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017. Institute of Electrical and Electronics Engineers Inc., 7 p. 8078461

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-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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