Department of Mathematics, Computer Science and Physics - Machine Learning and Computer Vision (AViReS/MLP Labs)
University of Udine

http://users.dimi.uniud.it/~niki.martinel/
https://machinelearning.uniud.it
https://avires.dimi.uniud.it

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I’m currently an Assistant Professor at the Department of Mathematics, Computer Science and Physics, University of Udine, Italy. I received the M.Sc. (with honors) and the Ph.D. in Multimedia Communications in 2010 and 2014, respectively under the hood of Prof. Christian Micheloni. I also received the Ph.D. in Information Engineering with a major on hierarchical learning architectures in 2017 under the supervision of Prof. Gian Luca Foresti. I have published more than 50 papers in the most prestigious journals and conferences in machine learning, computer vision, and image processing. I participated in the organization of conferences of international relevance and I have been part of the program/technical committee of the most top-notch conferences and workshops of international relevance (e.g., CVPR/ICCV/ECCV). I have been a visiting researcher at the University of California Riverside, under the guidance of Prof. Amit K. Roy-Chowdhury. I also have constant collaborations with other research centers, both at national and international level. Apart from the purely academical work, I am actively involved in transferring the acquired research knowledge by being part of a spin-off of the University of Udine working in vision and multimedia-related fields. My research interests include machine (deep/self-supervised/active) learning, computer vision, wide area scene analysis and food understanding/recognition. You can find a more detailed Curriculum Vitae please visit http://users.dimi.uniud.it/~niki.martinel/. You can also visit my Google Scholar profile at https://scholar.google.com/citations?user=tSbe868AAAAJ&hl=en.