Understanding How CNNs Recognize Facial Expressions: A Case Study with LIME and CEM

Recognizing facial expressions has been a persistent goal in the scientific community. Since the rise of artificial intelligence, convolutional neural networks (CNN) have become popular to recognize facial expressions, as images can be directly used as input. Current CNN models can achieve high reco...

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Bibliographic Details
Main Authors: Guillermo del Castillo Torres, Maria Francesca Roig-Maimó, Miquel Mascaró-Oliver, Esperança Amengual-Alcover, Ramon Mas-Sansó
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/1/131

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