Research output per year
Research output per year
Personal profile
Biography
I am a Computer Vision researcher currently employed as a Senior Lecturer at Aston University in Birmingham, UK. Prior to that I was a Senior Research Scientist in Toshiba Research Laboratory in Cambridge, UK where I was a member of the Computer Vision Group while concurrently holding a Junior Research Fellowship in Wolfson College, Cambridge. Even earlier, I was a PhD student in in the Machine Intelligence Laboratory in the Department of Engineering, University of Cambridge. Many years ago as an undergraduate I studied Mathematics and Computer Science at Imperial College, London.
Personal website: george-vogiatzis.org
Research Interests
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Qualifications
- PhD in Computer Vision from Cambridge University Engineering Dept
- MSci in Mathematics and Computer Science from Imperial College, London
Contact Details
Phone number: 0121 204 3452
Email: g.vogiatzis@aston.ac.uk
Room Number: MB211F
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Research output
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An Efficient Industrial System for Vehicle Tyre (Tire) Detection and Text Recognition Using Deep Learning
Kazmi, W., Nabney, I., Vogiatzis, G., Rose, P. & Codd, A., Feb 2021, In: IEEE Transactions on Intelligent Transportation Systems. 22, 2, p. 1264 - 1275 12 p., 8968735.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Goal Density-based Hindsight Experience Prioritization for Multi-Goal Robot Manipulation Reinforcement Learning
Kuang, Y., Weinberg, A. I., Vogiatzis, G. & Faria, D. R., 14 Oct 2020, 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. IEEE, p. 432-437 6 p. 9223473. (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference publication
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Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed
Garg, D., Chli, M. & Vogiatzis, G., 24 Dec 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. IEEE, 9294375. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference publication
Open AccessFile -
Multi-camera Torso Pose Estimation using Graph Neural Networks
Rodriguez-Criado, D., Bachiller, P., Bustos, P., Vogiatzis, G. & Manso, L. J., 14 Oct 2020, 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. IEEE, p. 827-832 6 p. 9223542. (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference publication
Open AccessFile -
Variational Recurrent Sequence-to-Sequence Retrieval for Stepwise Illustration
Batra, V., Haldar, A., He, Y., Ferhatosmanoglu, H., Vogiatzis, G. & Guha, T., 8 Apr 2020, Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Springer, p. 50-64 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12035 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference publication