Affine layer-enabled transfer learning for eye tracking with facial feature detection in human–machine interactions

• Main Authors: Hu, Zhongxu, Zhang, Yiran, Lv, Chen
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Mechanical engineering; Human–Machine Interactions; Eye Tracking
• Online Access: https://hdl.handle.net/10356/165230
• Institution: Nanyang Technological University

Eye tracking is an important technique for realizing safe and efficient human–machine interaction. This study proposes a facial-based eye tracking system that only relies on a non-intrusive, low-cost web camera by leveraging a data-driven approach. To address the challenge of rapid deployment to a n...