Deep learning of facial embeddings and facial landmark points for the detection of academic emotions

• Main Author: FWA, Hua Leong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: datasets; deep learning; emotions; facial emotion recognition; Databases and Information Systems; Educational Assessment, Evaluation, and Research; Graphics and Human Computer Interfaces; Higher Education
• Online Access: https://ink.library.smu.edu.sg/sis_research/6859; https://ink.library.smu.edu.sg/context/sis_research/article/7862/viewcontent/3411681.3411684_pv.pdf
• Institution: Singapore Management University

Automatic emotion recognition is an actively researched area as emotion plays a pivotal role in effective human communications. Equipping a computer to understand and respond to human emotions has potential applications in many fields including education, medicine, transport and hospitality. In a cl...