Photo of George Vogiatzis

George Vogiatzis

Dr

    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    • United Kingdom

    20052021

    Research activity per year

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    • 2020

      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 proceedingConference publication

    • 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 proceedingConference publication

      Open Access
      File
    • 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 proceedingConference publication

      Open Access
      File
    • 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 proceedingConference publication

    • 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 proceedingConference publication

      Open Access
      File
    • A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization

      Garg, D., Chli, M. & Vogiatzis, G., 28 Nov 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. IEEE, p. 4222-4229 8 p. 8917361

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • Domain adaptation for reinforcement learning on the Atari

      Carr, T., Chli, M. & Vogiatzis, G., 8 May 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. ACM, p. 1859-1861 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 4).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
      File
    • 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 proceedingConference publication

    • Traffic3d: A rich 3D-traffic environment to train intelligent agents

      Garg, D., Chli, M. & Vogiatzis, G., 8 Jun 2019, Computational Science - ICCS 2019 - 19th International Conference, 2019, Proceedings. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Sloot, P. M. A. & Dongarra, J. J. (eds.). Springer, p. 749-755 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11540 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
      File
    • Traffic3D: A new traffic simulation paradigm

      Garg, D., Chli, M. & Vogiatzis, G., 8 May 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. ACM, p. 2354-2356 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 4).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
      File
    • Vehicle tire (tyre) detection and text recognition using deep learning

      Kazmi, W., Nabney, I., Vogiatzis, G., Rose, P. & Codd, A., 19 Sep 2019, 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE, Vol. 2019-August. p. 1074-1079 6 p. 8842962. (2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • 2018

      Asymmetric Spatio-Temporal Embeddings for Large-Scale Image-to-Video Retrieval

      Garcia, N. & Vogiatzis, G., 6 Sep 2018, 29TH BRITISH MACHINE VISION CONFERENCE.

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
      File
    • Deep Reinforcement Learning for Autonomous Traffic Light Control

      Garg, D., Chli, M. & Vogiatzis, G., 15 Oct 2018, 2018 3rd IEEE International Conference on Intelligent Transportation Engineering (ICITE). IEEE, p. 214-218 5 p. 8492537

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • Dress Like a Star: Retrieving Fashion Products from Videos

      Garcia, N. & Vogiatzis, G., 19 Jan 2018, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. IEEE, Vol. 2018-January. p. 2293-2299 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • Neural Caption Generation for News Images

      Batra, V., He, Y. & Vogiatzis, G., 8 May 2018, 11th International Conference on Language Resources and Evaluation, LREC 2018. p. 1726-1733

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
    • 2017

      A Deep Learning Pipeline for Semantic Facade Segmentation

      Fathalla, R. & Vogiatzis, G., 30 Sep 2017, Proceedings of the British Machine Vision Conference 2016, BMVC 2017, September, 2017.

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
      File
    • Optimization of facade segmentation based on layout priors

      Fathalla, R. & Vogiatzis, G., 2017, Computer Analysis of Images and Patterns - 17th International Conference, CAIP 2017, Proceedings. Felsberg, M., Heyden, A. & Krüger, N. (eds.). Cham, CH: Springer, p. 196-207 12 p. (Lecture Notes in Computer Science; vol. 10424).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
      File
    • 2014

      Large scale multi-view stereopsis evaluation

      Jensen, R., Dahl, A., Vogiatzis, G., Tola, E. & Aanæs, H., 31 Dec 2014, Proceedings : 2014 IEEE Computer Society conference on Computer Vision and Pattern Recognition, CVPR 2014. Piscataway, NJ (US): IEEE, p. 406-413 8 p. (IEEE conference publications).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • Multi-model fitting based on minimum spanning tree

      Fathalla, R. & Vogiatzis, G., 30 Sep 2014, BMVC 2014 : proceedings of the British Machine Vision Conference 2014. Valstar, M., French, A. & Pridmore, T. (eds.). 12 p.

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
      File
    • 2012

      A generative model for online depth fusion

      Woodford, O. J. & Vogiatzis, G., 2012, Computer vision – ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, proceedings, Part V. Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y. & Schmid, C. (eds.). Berlin (DE): Springer, p. 144-157 14 p. (Lecture notes in computer science; no. 7576).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • 2011

      Automatic object segmentation from calibrated images

      Campbell, N. D. F., Vogiatzis, G., Hernández, C. & Cipolla, R., 2011, 2011 Conference for Visual Media Production (CVMP). IEEE, p. 126-137 12 p.

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • Live 3D shape reconstruction, recognition and registration

      Hernández, C., Perbet, F., Pham, M-T., Vogiatzis, G., Woodford, O. J., Maki, A., Stenger, B. & Cipolla, R., 2011, Proceedings of the IEEE International Conference on Computer Vision. IEEE, p. 729 1 p.

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • 2010

      A probabilistic model for trust and reputation

      Vogiatzis, G., MacGillivray, I. & Chli, M., 2010, Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems. IFAAMAS, Vol. 1. p. 225-232 8 p.

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • 2008

      Shadows in three-source photometric stereo

      Hernández, C., Vogiatzis, G. & Cipolla, R., 2008, Computer Vision - ECCV 2008 - 10th European Conference on Computer Vision, Proceedings. PART 1 ed. Springer, p. 290-303 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5302 LNCS, no. PART 1).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • Using multiple hypotheses to improve depth-maps for multi-view stereo

      Campbell, N. D. F., Vogiatzis, G., Hernández, C. & Cipolla, R., 2008, Computer Vision - ECCV 2008 - 10th European Conference on Computer Vision, Proceedings. PART 1 ed. Springer, p. 766-779 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5302 LNCS, no. PART 1).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • 2007

      Automatic 3D object segmentation in multiple views using volumetric graph-cuts

      Campbell, N., Vogiatzis, G., Hernandez, C. & Cipolla, R., 2007, Proceedings of the British Machine Vision Conference 2007. p. 58.1-58.10

      Research output: Chapter in Book/Report/Conference proceedingConference publication

      Open Access
    • Non-rigid photometric stereo with colored light

      Hernández, C., Vogiatzis, G., Brostow, G. J., Stenger, B. & Cipolla, R., 26 Dec 2007, 2007 IEEE 11th International Conference on Computer Vision. IEEE

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • Probabilistic visibility for multi-view stereo

      Hernández, C., Vogiatzis, G. & Cipolla, R., 16 Jul 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. IEEE, 4270218. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • 2006

      Reconstruction in the round using photometric normals and silhouettes

      Vogiatzis, G., Hernández, C. & Cipolla, R., 9 Oct 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. IEEE, p. 1847-1854 8 p. 1640978. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • 2005

      Multi-view stereo via volumetric graph-cuts

      Vogiatzis, G., Torr, P. H. S. & Cipolla, R., 25 Jul 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE, p. 391-398 8 p. 1467469. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

    • Using frontier points to recover shape, reflectance and illumination

      Vogiatzis, G., Favaro, P. & Cipolla, R., 5 Dec 2005, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005. IEEE, p. 228-235 8 p. 1541261. (Proceedings of the IEEE International Conference on Computer Vision; vol. I).

      Research output: Chapter in Book/Report/Conference proceedingConference publication

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