George Toderici
Co-Authors
George received his Ph.D. in Computer Science from the University of Houston in 2007 where his research focused on 2D-to-3D face recognition, and joined Google in 2008. His current work at Google Research is focused on lossy multimedia compression using neural networks.
His past projects include the design of neural-network architectures and various classical approaches for video classification, YouTube channel recommendations, and video enhancement.
Google Publications
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Full Resolution Image Compression with Recurrent Neural Networks
George Toderici, Damien Vincent, Nick Johnston, Sung Jin Hwang, David Minnen, Joel Shor, Michele Covell
arxiv (2016)
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Variable Rate Image Compression with Recurrent Neural Networks
George Toderici, Sean M. O'Malley, Sung Jin Hwang, Damien Vincent, David Minnen, Shumeet Baluja, Michele Covell, Rahul Sukthankar
International Conference on Learning Representations (2016)
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Beyond Short Snippets: Deep Networks for Video Classification
Joe Yue-Hei Ng, Matthew Hausknecht, Sudheendra Vijayanarasimhan, Oriol Vinyals, Rajat Monga, George Toderici
Computer Vision and Pattern Recognition (2015)
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Efficient Large Scale Video Classification
Balakrishnan Varadarajan, George Toderici, Paul Natsev, Sudheendra Vijayanarasimhan
dblp computer science bibliography, http://dblp.org (2015) (to appear)
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Pose Embeddings: A Deep Architecture for Learning to Match Human Poses
Greg Mori, Caroline Pantofaru, Nisarg Kothari, Thomas Leung, George Toderici, Alexander Toshev, Weilong Yang
arXiv (2015)
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Large-scale Video Classification with Convolutional Neural Networks
Andrej Karpathy, George Toderici, Sanketh Shetty, Thomas Leung, Rahul Sukthankar, Li Fei-Fei
Proceedings of International Computer Vision and Pattern Recognition (CVPR 2014), IEEE
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Discriminative Tag Learning on YouTube Videos with Latent Sub-tags
Weilong Yang, George Toderici
Computer Vision and Pattern Recognition, IEEE (2011)
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Finding Meaning on YouTube: Tag Recommendation and Category Discovery
George Toderici, Hrishikesh Aradhye, Marius Pasca, Luciano Sbaiz, Jay Yagnik
Computer Vision and Pattern Recognition, IEEE (2010)
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Adaptive, selective, automatic tonal enhancement of faces
Hrishikesh Aradhye, George D. Toderici, Jay Yagnik
ACM Multimedia, ACM, New York, NY, USA (2009), pp. 677-680
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Automatic, Efficient, Temporally-Coherent Video Enhancement for Large Scale Applications
ACM Multimedia, ACM (2009), pp. 609-612
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Video2Text: Learning to Annotate Video Content
Hrishikesh Aradhye, George Toderici, Jay Yagnik
ICDM Workshop on Internet Multimedia Mining (2009)
Previous Publications
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3D-aided 2D Face Recognition
George Toderici, George Passalis, Stefanos Zafireiou, Georgios Tzimiropoulos, Maria Petrou, Theoharis Theoharis, Ioannis A. Kakadiaris
Computer Vision and Pattern Recognition, IEEE (2010)
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Ethnicity- and gender-based subject retrieval using 3-D face-recognition techniques
George Toderici, Sean M. O'Malley, George Passalis, Theoharis Theoharis, Ioannis A. Kakadiaris
International Journal of Computer Vision, vol. 89, Issue 2 (2010), pp. 382-391
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Unified 3D Face and Ear Recognition using Wavelets on Geometry Images
Theoharis Theoharis, Georgios Passalis, George Toderici, Ioannis A. Kakadiaris
Pattern Recognition, vol. 41 Issue 3 (2008), pp. 796-804
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3D face recognition in the presence of facial expressions: an annotated deformable model approach
Ioannis A. Kakadiaris, Georgios Passalis, George Toderici, Najam Murtuza, Nikos Karampatziakis, Theoharis Theoharis
Pattern Analysis and Machine Intelligence, vol. 13, Num. 12 (2007)
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An Automated Method for Human Face Modeling and Relighting with Application to Face Recognition
George Toderici, Georgios Passalis, Theoharis Theoharis, Ioannis A. Kakadiaris
Proceedings of the First International Workshop on Photometric Analysis For Computer Vision (2007)
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General Voxelization Algorithm with Scalable GPU Implementation
Georgios Passalis, Theoharis Theoharis, George Toderici, Ioannis A. Kakadiaris
Journal of Graphics Tools, vol. 12, Num. 1 (2007), pp. 61-71
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3D Face Recognition
Ioannis A. Kakadiaris, Georgios Passalis, George Toderici, Najam Murtuza, Theoharis Theoharis
British Machine Vision Conference (2006)
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Expression-invariant multispectral face recognition: You can smile now!
Ioannis A. Kakadiaris, Georgios Passalis, George Toderici, Yunliang Lu, Nikos Karampatziakis, Najam Murtuza, Theoharis Theoharis
Biometric Technology for Human Identification III, Defense and Security Symposium (2006)
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Multimodal face recognition: combination of geometry with physiological information
Ioannis A. Kakadiaris, Georgios Passalis, Theoharis Theoharis, George Toderici, Ioannis Konstantinidis, Najam Murtuza
Computer Vision and Pattern Recognition Conference (2005)
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Evaluation of variability and significance of fundus camera lens distortion
George Toderici, Adol Esquivel, Helen K. Li, Ioannis A. Kakadiaris
International Conference of the IEEE Engineering in Medicine and Biology (2004)














