Facial Expression Recognition using Transfer Learning
Ramalingam, Soodamani and Garcia, Fabio
(2018)
Facial Expression Recognition using Transfer Learning.
In:
2018 International Carnahan Conference on Security Technology (ICCST) Proceedings :.
Institute of Electrical and Electronics Engineers (IEEE), CAN.
ISBN 9781538679326
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 | Book Section |
---|---|
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 | 30 May 2025 23:19 |
Explore Further
-
picture_as_pdf - Facial_Expression_Recognition_using_Transfer_Learning_1_.pdf
-
subject - Submitted Version
-
copyright - Available under Unspecified
Share this file
Downloads