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How to find us prof. dr. N. (Nicolai) Petkov

prof. dr. N. (Nicolai) Petkov

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

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

A framework for feature selection through boosting

Use of convolutional neural networks for the detection of u-serrated patterns in direct immunofluorescence images to facilitate the diagnosis of epidermolysis bullosa acquisita

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

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

Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams

Modular domain-to-domain translation network

Topic modelling for routine discovery from egocentric photo-streams

Automatic determination of vertical cup-to-disc ratio in retinal fundus images for glaucoma screening

Detection of u-serrated patterns in direct immunofluorescence images of autoimmune bullous diseases by inhibition-augmented COSFIRE filters

Estimation of muscle scores of live pigs using a Kinect camera

Read more

Press/media

Predicting the exact slaughter age in pigs

New analysis allows accurate prediction of slaughter age