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. City-scale continuous visual localization

    Lopez-Antequera, M., Petkov, N. & Gonzalez-Jimenez, J., 6-Nov-2017, 2017 European Conference on Mobile Robots, ECMR 2017. Paris: Institute of Electrical and Electronics Engineers Inc., p. 1-6 7 p. 8098692. (2017 European Conference on Mobile Robots, ECMR 2017).

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

  2. Unsupervised routine discovery in egocentric photo-streams

    Talavera Martínez, E., Petkov, N. & Radeva, P., 2019, 18th International Conference on Computer Analysis of Images and Patterns. arXiv

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

  3. Place Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis

    Leyva-Vallina, M., Strisciuglio, N. & Petkov, N., Sep-2019, Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Proceedings. Vento, M. & Percannella, G. (eds.). Springer Verlag, p. 324-335 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11678 ).

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

  4. Trainable COPE Features for Sound Event Detection

    Strisciuglio, N. & Petkov, N., Oct-2019, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 24th Iberoamerican Congress, CIARP 2019, Proceedings. Nyström, I., Hernández Heredia, Y. & Milián Núñez, V. (eds.). Springer, p. 599-609 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11896 ).

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

  5. 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

View all (225) »

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

View all (1) »

View graph of relations

ID: 127270