CORDIS Project
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This project focuses on advancing automatic face recognition technology through deep learning. It investigates effective transfer learning methods and the optimal use of training data to enhance recognition performance while providing a theoretical framework for the developed techniques.
Face recognition is a fascinating domain: no other domain seems to present as much value when analysing casual photos; it is one of the few domains in machine learning in which millions of classes are routinely learned; and the trade-off between subtle inter-identity variations and pronounced intra-identity variations forms a unique challenge.
The advent of deep learning has brought machines to what is considered a human level of performance.
However, there are many research questions that are l…
TEL AVIV UNIVERSITY
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