Decoding Human Facial Emotions: A Ranking Approach Using Explainable AI

Decoding Human Facial Emotions: A Ranking Approach Using Explainable AI

To decipher human activities and facilitate organic computer-human interactions, facial expression recognition is crucial using four datasets JAFFE, CKPlus, KDEF and AffectNet, we achieve excellent accuracy in human face emotion classification with the VGG 16 pre-trained model with transfer learning...

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Bibliographic Details
Main Authors: Sudheer Babu Punuri, Sanjay Kumar Kuanar, Tusar Kanti Mishra, Veeranki Venkata Rama Maheswara Rao, Shiva Shankar Reddy
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Explainable artificial intelligence
facial emotion recognition
layer-wise relevance propagation
ranks for facial emotions
Online Access:https://ieeexplore.ieee.org/document/10705307/
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https://ieeexplore.ieee.org/document/10705307/

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