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2022
Garg, Deepeka, Chli, Maria and Vogiatzis, George (2022). Fully-Autonomous, Vision-based Traffic Signal Control: from Simulation to Reality. IN: Proceedings of the 21st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2022). Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS . NZL: ACM.
2021
Bird, Jordan J., Faria, Diego R., Premebida, Cristiano, Ekart, Aniko and Vogiatzis, George (2021). Look and listen:A multi-modality late fusion approach to scene classification for autonomous machines. IN: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020. IEEE International Conference on Intelligent Robots and Systems . USA: IEEE.
Kazmi, Wajahat, Nabney, Ian, Vogiatzis, George, Rose, Peter and Codd, Alex (2021). An Efficient Industrial System for Vehicle Tyre (Tire) Detection and Text Recognition Using Deep Learning. IEEE Transactions on Intelligent Transportation Systems, 22 (2), 1264 - 1275.
2020
Garg, Deepeka, Chli, Maria and Vogiatzis, George (2020). Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed. IN: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020 . GRC: IEEE.
Barros Arantes, Renato, Vogiatzis, George and Faria, Diego R. (2020). CSC-GAN:Cycle and Semantic Consistency for Dataset Augmentation. IN: Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. Bebis, George; Yin, Zhaozheng; Kim, Edward; Bender, Jan; Subr, Kartic; Kwon, Bum Chul; Zhao, Jian; Kalkofen, Denis and Baciu, George (eds) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12509 . USA: Springer.
Rodriguez-Criado, Daniel, Bachiller, Pilar, Bustos, Pablo, Vogiatzis, George and Manso, Luis J. (2020). Multi-camera Torso Pose Estimation using Graph Neural Networks. IN: 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020 . ITA: IEEE.
2019
Garg, Deepeka, Chli, Maria and Vogiatzis, George (2019). Traffic3d:A rich 3D-traffic environment to train intelligent agents. IN: Computational Science - ICCS 2019 - 19th International Conference, 2019, Proceedings. Rodrigues, João M.F.; Cardoso, Pedro J.S.; Monteiro, Jânio; Lam, Roberto; Krzhizhanovskaya, Valeria V.; Lees, Michael H.; Sloot, Peter M.A. and Dongarra, Jack J. (eds) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . PRT: Springer.
Carr, Thomas, Chli, Maria and Vogiatzis, George (2019). Domain adaptation for reinforcement learning on the Atari. IN: 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS . CAN: ACM.
Garg, Deepeka, Chli, Maria and Vogiatzis, George (2019). Traffic3D:A new traffic simulation paradigm. IN: 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS . CAN: ACM.
Garcia, Noa and Vogiatzis, George (2019). Learning Non-Metric Visual Similarity for Image Retrieval. Image and Vision Computing, 82 , pp. 18-25.
Batra, Vishwash, He, Yulan and Vogiatzis, George (2019). A Deep Learning Approach to Automatic Caption Generation for News Images. IN: The 11th International Conference on Language Resources and Evaluation (LREC). JPN: European Language Resources Association (ELRA).
2018
Garcia, Noa and Vogiatzis, George (2018). Asymmetric Spatio-Temporal Embeddings for Large-Scale Image-to-Video Retrieval. IN: 29TH BRITISH MACHINE VISION CONFERENCE. GBR: BMVC.
2017
Fathalla, Radwa and Vogiatzis, George (2017). A Deep Learning Pipeline for Semantic Facade Segmentation. IN: Proceedings of the British Machine Vision Conference 2016, BMVC 2017, September, 2017. UNSPECIFIED.
Fathalla, Radwa and Vogiatzis, George (2017). Optimization of facade segmentation based on layout priors. IN: Computer Analysis of Images and Patterns - 17th International Conference, CAIP 2017, Proceedings. Felsberg, M.; Heyden, A. and Krüger, N. (eds) Lecture Notes in Computer Science . SWE: Springer.
2016
Aanæs, Henrik, Jensen, Rasmus Ramsbøl, Vogiatzis, George, Tola, Engin and Dahl, Anders Bjorholm (2016). Large-scale data for multiple-view stereopsis. International Journal of Computer Vision, 120 (2), pp. 153-168.
2014
Fathalla, Radwa and Vogiatzis, George (2014). Multi-model fitting based on minimum spanning tree. IN: BMVC 2014 : proceedings of the British Machine Vision Conference 2014. Valstar, Michel; French, Andrew and Pridmore, Tony (eds) GBR: British Machine Vision Association, BMVA.
2012
Vogiatzis, George and Hernández, Carlos (2012). Self-calibrated, multi-spectral photometric stereo for 3D face capture. International Journal of Computer Vision, 97 (1), pp. 91-103.
2011
Brostow, Gabe, Hernández, Carlos, Vogiatzis, George, Stenger, Björn and Cipolla, Roberto (2011). Video normals from colored lights. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33 (10), pp. 2104-2114.
Vogiatzis, George and Hernández, Carlos (2011). Video-based, real-time multi-view stereo. Image and Vision Computing, 29 (7), pp. 434-441.
Hernández, Carlos, Vogiatzis, George and Cipolla, Roberto (2011). Overcoming shadows in 3-source photometric stereo. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33 (2), pp. 419-426.
2010
Campbell, Neill D.F., Vogiatzis, G., Hernández, C. and Cipolla, R. (2010). Automatic 3D object segmentation in multiple views using volumetric graph-cuts. Image and Vision Computing, 28 (1), pp. 14-25.
2008
Hernández, Carlos, Vogiatzis, George and Cipolla, Roberto (2008). Multiview photometric stereo. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30 (3), pp. 548-554.