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

Del Castillo Torres, Guillermo; Roig-Maimó, Maria Francesca; Mascaró-Oliver, Miquel; Amengual-Alcover, Esperança; Mas-Sansó, Ramon

Del Castillo Torres, Guillermo; Roig-Maimó, Maria Francesca; Mascaró-Oliver, Miquel; Amengual-Alcover, Esperança; Mas-Sansó, Ramon.

Afiliación

Del Castillo Torres G; Department of Mathematics and Computer Science, University of the Balearic Islands, 07122 Palma, Spain.
Roig-Maimó MF; Department of Mathematics and Computer Science, University of the Balearic Islands, 07122 Palma, Spain.
Mascaró-Oliver M; Department of Mathematics and Computer Science, University of the Balearic Islands, 07122 Palma, Spain.
Amengual-Alcover E; Department of Mathematics and Computer Science, University of the Balearic Islands, 07122 Palma, Spain.
Mas-Sansó R; Department of Mathematics and Computer Science, University of the Balearic Islands, 07122 Palma, Spain.

Sensors (Basel) ; 23(1)2022 Dec 23.

Article en En | MEDLINE | ID: mdl-36616728

Asunto(s)

Inteligencia Artificial; Expresión Facial; Humanos; Aprendizaje Automático; Redes Neurales de la Computación

Palabras clave

CEM; LIME; UIBVFED; XAI; convolutional neural networks; emotion recognition; facial expression recognition; machine learning

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Inteligencia Artificial / Expresión Facial Límite: Humans Idioma: En Revista: Sensors (Basel) Año: 2022 Tipo del documento: Article País de afiliación: España

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