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Attention-based CNN for Facial Expression Recognition by suranjoyb55 is a document available to read on EtoBox.
What is Attention-based CNN for Facial Expression Recognition about?
This paper presents a novel convolutional neural network (CNN) with an attention mechanism for facial expression recognition, designed to enhance accuracy by focusing on key facial features. The authors introduce a new dataset, Nanchang University Facial Expression (NCUFE), consisting of 26,950 images capturing seven expressions from 35 subjects, and demonstrate the effectiveness of their method through experiments on multiple datasets. The proposed architecture integrates Local Binary Patterns (LBP) with a
- Author
- suranjoyb55
- Language
- EN