Facial Expression Recognition using Transfer Learning

Ramalingam, Soodamani and Garcia, Fabio (2018) Facial Expression Recognition using Transfer Learning. In: 52nd Annual ICCST - 2018 International Carnahan Conference on Security Technology (ICCST), 2018-10-22 - 2018-10-25, Montreal, Quebec, Canada.
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In this paper, we investigate Deep Learning architectures for the recognition of facial expressions. In particular, we consider the concept of Transfer Learning whereby features learnt from generic images of large scale datasets can be used to train models of smaller databases without losing the generalization ability.
Item Type Conference or Workshop Item (Other)
Identification Number 10.1109/CCST.2018.8585504
Additional information © 2021 IEEE - All rights reserved. This is the accepted manuscript version of an article which has been published in final form at https://doi.org/10.1109/CCST.2018.8585504
Keywords facial expression recognition, deep learning, general computer science
Date Deposited 15 May 2025 16:46
Last Modified 04 Feb 2026 00:16

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