Photo of George Vogiatzis
    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    • United Kingdom

    20082020

    Research output per year

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    Research Output

    2020

    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., 24 Jan 2020, In : IEEE Transactions on Intelligent Transportation Systems.

    Research output: Contribution to journalArticle

    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 contribution

    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 contribution

    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 contribution

    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 contribution

    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 contribution

    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 journalArticle

    Open Access
    File

    QuiltGAN: An Adversarially Trained, Procedural Algorithm for Texture Generation

    Arantes, R. B., Vogiatzis, G. & Faria, D., 23 Nov 2019, Computer Vision Systems - 12th International Conference, ICVS 2019, Proceedings. Tzovaras, D., Giakoumis, D., Vincze, M. & Argyros, A. (eds.). Vol. Volume 11754 LNCS. p. 423-432 10 p. Chapter 38. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11754 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    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 contribution

    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 contribution

    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 contribution

    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 contribution

    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 contribution

    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 contribution

    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 contribution

    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 contribution

    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 contribution

    Open Access
    File
    2016

    Large-scale data for multiple-view stereopsis

    Aanæs, H., Jensen, R. R., Vogiatzis, G., Tola, E. & Dahl, A. B., Nov 2016, In : International Journal of Computer Vision. 120, 2, p. 153-168 16 p.

    Research output: Contribution to journalArticle

    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 contribution

    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 contribution

    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 contribution

    Self-calibrated, multi-spectral photometric stereo for 3D face capture

    Vogiatzis, G. & Hernández, C., Mar 2012, In : International Journal of Computer Vision. 97, 1, p. 91-103 13 p.

    Research output: Contribution to journalArticle

    Open Access
    File
    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 contribution

    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 contribution

    Overcoming shadows in 3-source photometric stereo

    Hernández, C., Vogiatzis, G. & Cipolla, R., Feb 2011, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 33, 2, p. 419-426 8 p., 5601736.

    Research output: Contribution to journalArticle

    File

    Video-based, real-time multi-view stereo

    Vogiatzis, G. & Hernández, C., Jun 2011, In : Image and Vision Computing. 29, 7, p. 434-441 8 p.

    Research output: Contribution to journalArticle

    Open Access
    File

    Video normals from colored lights

    Brostow, G., Hernández, C., Vogiatzis, G., Stenger, B. & Cipolla, R., Oct 2011, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 33, 10, p. 2104-2114 11 p.

    Research output: Contribution to journalArticle

    Open Access
    File
    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 contribution

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

    Campbell, N. D. F., Vogiatzis, G., Hernández, C. & Cipolla, R., 1 Jan 2010, In : Image and Vision Computing. 28, 1, p. 14-25 12 p.

    Research output: Contribution to journalArticle

    Open Access
    File

    Practical 3D reconstruction based on photometric stereo

    Vogiatzis, G. & Hernández, C., 2010, Computer vision: detection, recognition and reconstruction. Cipolla, R., Battiato, S. & Farinella, G. M. (eds.). Berlin (US): Springer, p. 313-345 33 p. (Studies in Computational Intelligence; vol. 285).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    Shape from photographs: a multi-view stereo pipeline

    Hernández, C. & Vogiatzis, G., 2010, Computer vision: detection, recognition and reconstruction. Cipolla, R., Battiato, S. & Farinella, G. M. (eds.). Berlin (US): Springer, p. 281-311 31 p. (Studies in Computational Intelligence; vol. 285).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    2008

    Multiview photometric stereo

    Hernández, C., Vogiatzis, G. & Cipolla, R., Mar 2008, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 30, 3, p. 548-554 7 p.

    Research output: Contribution to journalArticle

    File