Research output per year
Research output per year
Personal profile
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
Network
Recent external collaboration on country level. Dive into details by clicking on the dots or
Research output
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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 journal › Article › Academic › peer-review
Open AccessFile -
Enhanced robustness of convolutional networks with a push–pull inhibition layer
Strisciuglio, N., Lopez-Antequera, M. & Petkov, N., Dec-2020, In: Neural Computing and Applications. 32, 24, p. 17957-17971 15 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Hierarchical approach to classify food scenes in egocentric photo-streams
Talavera Martínez, E., Leyva Vallina, M., Sarker, M. M. K., Puig, D., Petkov, N. & Radeva, P., 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 3, p. 866-877 12 p., 8735865.Research output: Contribution to journal › Article › Academic › peer-review
File2 Citations (Scopus)56 Downloads (Pure) -
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 journal › Article › Academic › peer-review
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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 journal › Article › Academic › peer-review
Open AccessFile
Activities
- 1 Organising and contributing to an event
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Programme committee of I3A Workshop 2014
Nicolai Petkov (Member of scientific committee)
31-Aug-2014Activity: Organising and attending an event › Organising and contributing to an event › Academic
Prizes
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Best Paper Award for "Unsupervised delineation of the vessel tree in retinal funds images"
Strisciuglio, N. (Recipient), Azzopardi, George (Recipient) & Petkov, Nicolai (Recipient), 2015
Prize › Academic