A comparative investigation of eye fixation-based 4-class emotion recognition in virtual reality using machine learning

• 主要な著者: Lim Jia Zheng, James Mountstephens, Jason Teo
• フォーマット: Proceedings
• 言語: English; English
• 出版事項: Institute of Electrical and Electronics Engineers 2021
• 主題: BF1-990 Psychology; Q300-390 Cybernetics
• オンライン･アクセス: https://eprints.ums.edu.my/id/eprint/32528/1/A%20comparative%20investigation%20of%20eye%20fixation-based%204-class%20emotion%20recognition%20in%20virtual%20reality%20using%20machine%20learning.ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/32528/2/A%20comparative%20investigation%20of%20eye%20fixation-based%204-class%20emotion%20recognition%20in%20virtual%20reality%20using%20machine%20learning.pdf; https://eprints.ums.edu.my/id/eprint/32528/; https://ieeexplore.ieee.org/abstract/document/9530980

Research on emotion recognition that relies purely on eye-tracking data is very limited although the usability of eye-tracking technology has great potential for emotional recognition. This paper proposes a novel approach for 4-class emotion classification using eye-tracking data solely in virtual r...