Nicolai Petkov

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George AzzopardiAssociate Professor, Computer Science, Bernoulli Institute, University of GroningenVerified email at rug.nl
Nicola StrisciuglioUniversity of Twente (Associate Professor)Verified email at utwente.nl
Giuseppe PapariAltranVerified email at altran.com
Prof. Mario Vento, Ph.D.University of Salerno, Dept. of Information and Electrical Engineering and Applied Math (DIEM)Verified email at unisa.it
Michael BiehlUniversity of Groningen, Bernoulli InstituteVerified email at rug.nl
Michel A. WestenbergAssociate professor of Visual Analytics, Eindhoven University of TechnologyVerified email at tue.nl
Patrizio CampisiFull Professor, Universita' degli Studi Roma Tre, Rome, ItalyVerified email at uniroma3.it
Javier Gonzalez-JimenezProfessor, University of MalagaVerified email at uma.es
Alessia Saggese, PhDAssociate Professor, University of SalernoVerified email at unisa.it
Christos N. SchizasProfessor of Computer Science, University of CyprusVerified email at ucy.ac.cy
Manuel López-AntequeraFacebookVerified email at fb.com
Ioannis GiotisZiuz Visual IntelligenceVerified email at rug.nl
Estefanía Talavera MartínezAssistant Professor, University of TwenteVerified email at utwente.nl
petia radevaFull professor, University of Barcelona, Senior Researcher Barcelona Supercomputing CenterVerified email at ub.edu
Lidia SÁNCHEZ GONZÁLEZArquitectura y Tecnología de Computadores. Universidad de LeónVerified email at unileon.es
Tino LourensOwner at TiViPEVerified email at tivipe.com
Kerstin BunteRosalind Franklin Fellow at the University of GroningenVerified email at rug.nl
Alessandro NeriFull Professor on Telecommunications, Engineering Department, University of Roma TREVerified email at uniroma3.it
Pasquale FoggiaProfessor of Computer Engineering, University of SalernoVerified email at unisa.it
Eirini C. SchizaResearch Associate @CYENS & Special Scientist @University of Cyprus, Computer Science DepartmentVerified email at cyens.org.cy

Nicolai Petkov

University of Groningen

Verified email at rug.nl

intelligent computer systems artificial intelligence pattern recognition machine learning big data analytics


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Comparison of texture features based on Gabor filters SE Grigorescu, N Petkov, P Kruizinga IEEE Transactions on Image processing 11 (10), 1160-1167, 2002	1187	2002
Trainable COSFIRE filters for vessel delineation with application to retinal images G Azzopardi, N Strisciuglio, M Vento, N Petkov Medical image analysis 19 (1), 46-57, 2015	779	2015
Contour detection based on nonclassical receptive field inhibition C Grigorescu, N Petkov, MA Westenberg IEEE Transactions on image processing 12 (7), 729-739, 2003	597	2003
Edge and line oriented contour detection: State of the art G Papari, N Petkov Image and Vision Computing 29 (2-3), 79-103, 2011	482	2011
MED-NODE: A computer-assisted melanoma diagnosis system using non-dermoscopic images I Giotis, N Molders, S Land, M Biehl, MF Jonkman, N Petkov Expert systems with applications 42 (19), 6578-6585, 2015	384	2015
Non-linear operator for oriented texture P Kruizinga, N Petkov IEEE Trans. on Image Processing 8 (10), 1395-1407, 1999	340	1999
Distance sets for shape filters and shape recognition C Grigorescu, N Petkov IEEE transactions on image processing 12 (10), 1274-1286, 2003	318	2003
Contour and boundary detection improved by surround suppression of texture edges C Grigorescu, N Petkov, MA Westenberg Image and vision computing 22 (8), 609-622, 2004	293	2004
Audio surveillance of roads: A system for detecting anomalous sounds P Foggia, N Petkov, A Saggese, N Strisciuglio, M Vento IEEE transactions on intelligent transportation systems 17 (1), 279-288, 2015	280	2015
Computational models of visual neurons specialised in the detection of periodic and aperiodic oriented visual stimuli: bar and grating cells N Petkov, P Kruizinga Biological Cybernetics 76 (2), 83-96, 1997	272	1997
Reliable detection of audio events in highly noisy environments P Foggia, N Petkov, A Saggese, N Strisciuglio, M Vento Pattern Recognition Letters 65, 22-28, 2015	192	2015
Systolic Parallel Processing N Petkov North-Holland Elsevier, 1993	159	1993
Artistic edge and corner enhancing smoothing G Papari, N Petkov, P Campisi IEEE Transactions on Image Processing 16 (10), 2449-2462, 2007	151	2007
Trainable COSFIRE filters for keypoint detection and pattern recognition G Azzopardi, N Petkov IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (2), 490-503, 2012	148	2012
Suppression of contour perception by band-limited noise and its relation to nonclassical receptive field inhibition N Petkov, MA Westenberg Biological cybernetics 88 (3), 236-246, 2003	147	2003
Biologically motivated computationally intensive approaches to image pattern recognition N Petkov Future Generation Computer Systems 11, 451-465, 1995	145	1995
A CORF computational model of a simple cell that relies on LGN input outperforms the Gabor function model G Azzopardi, N Petkov Biological cybernetics 106, 177-189, 2012	135	2012
A framework for feature selection through boosting A Alsahaf, N Petkov, V Shenoy, G Azzopardi Expert Systems with Applications 187, 115895, 2022	121	2022
Automatic detection of vascular bifurcations in segmented retinal images using trainable COSFIRE filters G Azzopardi, N Petkov Pattern Recognition Letters 34 (8), 922-933, 2013	112	2013
Motion detection, noise reduction, texture suppression, and contour enhancement by spatiotemporal Gabor filters with surround inhibition N Petkov, E Subramanian Biological Cybernetics 97, 423-439, 2007	110	2007

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