Facial expression recognition using feature level fusion

• Published in: Journal of discrete mathematical sciences & cryptography Vol. 22; no. 2; pp. 337 - 350
• Main Authors: Jain, Vanita, Lamba, Puneet Singh, Singh, Bhanu, Namboothiri, Narayanan, Dhall, Shafali
• Format: Journal Article
• Language: English
• Published: Taylor & Francis 17.02.2019
• Subjects: facial expression; Facial expression recognition; global features; local binary patterns; local features; region-specific features; support vector machines

In this paper, a model for facial expression recognition (FER) fusing local and global features is proposed. Local features are extracted by dividing the face into multiple regions and carefully selecting regions of interest which assists in reducing redundancy. Global features are extracted from th...