Research Output per year
Personal profile
General
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.
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
Fingerprint Dive into the research topics where George Vogiatzis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Reinforcement learning
Engineering & Materials Science
Cameras
Engineering & Materials Science
Photometric Stereo
Mathematics
Semantics
Engineering & Materials Science
Pixels
Engineering & Materials Science
Facades
Engineering & Materials Science
Intelligent agents
Engineering & Materials Science
Recurrent neural networks
Engineering & Materials Science
Research Output 2008 2019
A Deep Learning Approach to Automatic Caption Generation for News Images
Batra, V., He, Y. & Vogiatzis, G., 1 Jan 2019, The 11th International Conference on Language Resources and Evaluation (LREC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
Recurrent neural networks
Network architecture
Internet
Deep neural networks
Deep learning
A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization
Garg, D., Chli, M. & Vogiatzis, G., Oct 2019.Research output: Contribution to conference › Paper
Reinforcement learning
Traffic signals
Decision making
Cameras
Throughput
Domain Adaptation for Reinforcement Learning on the Atari
Carr, T., Chli, M. & Vogiatzis, G., 8 May 2019, Proceedings of the 2019 International Conference on Autonomous Agents and Multi-Agent Systems. ACM, p. 1859-1861Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
Reinforcement learning
Learning systems
Experiments
How to read paintings: Semantic art understanding with multi-modal retrieval
Garcia, N. & Vogiatzis, G., 29 Jan 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Roth, S. & Leal-Taixé, L. (eds.). Springer, Vol. 11130. p. 676-691 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11130 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Painting
Retrieval
Semantics
Museums
Image Inpainting
Learning Non-Metric Visual Similarity for Image Retrieval
Garcia, N. & Vogiatzis, G., 10 Feb 2019, In : Image and Vision Computing. 82, p. 18-25 8 p.Research output: Contribution to journal › Article
File
Image retrieval
Neural networks
Pixels
Thesis
Holistic interpretation of visual data based on topology: semantic segmentation of architectural facades
Author: Fathalla, R., 2017Supervisor: Vogiatzis, G. (Supervisor) & Nabney, I. T. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy
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