A Deep Convolutional Neural Network With Fuzzy Rough Sets for FER

Existing facial emotion recognition methods do not have high accuracy and are not sufficient practical in real-time applications. We introduce type 2 fuzzy rough sets to develop a Type 2 Fuzzy Rough Convolutional Neural Network, as type 2 fuzzy rough sets form a suitable mathematical tool to charact...

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Autors principals:	Xiangjian Chen, Di Li, Pingxin Wang, Xibei Yang
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2020-01-01
Col·lecció:	IEEE Access
Matèries:	Convolutional neural network Type 2 fuzzy rough sets algorithm adaption k-nearest-neighbors
Accés en línia:	https://ieeexplore.ieee.org/document/8937504/
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