Emotion differentiation based on arousal intensity estimation from facial expressions

• Main Authors: Hwooi, Stephen Khor Wen, Loo, Chu Kiong, Sabri, Aznul Qalid Md
• Format: Conference or Workshop Item
• Published: SPRINGER-VERLAG SINGAPORE PTE LTD 2020
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.um.edu.my/37034/; https://link.springer.com/chapter/10.1007/978-981-15-1465-4_26

Emotion recognition still remains a research issue that can be improved significantly. This paper worked on it using facial feature extraction followed by arousal level estimation. We extracted facial features via four Convolutional Neural Networks (CNNs) pre-trained on ImageNet: ResNet152V2, Xcepti...