Dr Vladimir Petrovic
Associate Professor
Faculty of Technical Sciences,
University of Novi Sad
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Address: Trg Dositeja Obradovica 6,
21 000 Novi Sad, Serbia
Email: vladimir dot petrovic at uns dot ac dot rs
Research Statement
My research interests are in the areas of digitial image processing and enhancement, objective image and video quality evaluation, multi-sensor image and video fusion, machine vision, signal processing and machine learning, applied in the context of medical and general digital imaging, video analysis and transmission and diagnostic devices.
Keywords
No-Reference Quality Evaluation, Multi Scale Image and Video Enhancement, Multi-dimensional Objective Video Quality Evaluation, Real and Pseudo Colour Multisensor Image and Video Fusion, Gradient Based Fidelity Estimation, Digital Radiography X-Ray Imaging, Automatic Video Quality Control, Convolutional Neural Networks in Quality Estimation and Control, Diagnostic Imaging.
Selected Publications
Vladimir Ostojić, Đorđe Starčević, Vladimir Petrović, „Recursive anisotropic diffusion denoising“, in Electronics Letters, ISSN: 0013-5194, IET Digital Library, Vol. 52, No. 17, 18 August 2016, pp.
Vladimir Petrović, Vladimir Dimitrijević, „Focused pooling for image fusion evaluation“, Information Fusion, Vol 22 (03/2015), 119-126, Elsevier, ISSN: 1566-2535.
Cootes, C., Twining, V. Petrovic, K. Babalola and C. Taylor “Computing Accurate Correspondences across Groups of Images”, IEEE Transactions Pattern Analysis and Machine Intelligence, Vol 32(11), pp 1994-2005, 2010