Affine Layer-Enabled Transfer Learning for Eye Tracking with Facial Feature Detection in Human–Machine Interactions

Affine Layer-Enabled Transfer Learning for Eye Tracking with Facial Feature Detection in Human–Machine Interactions

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...

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Bibliographic Details
Main Authors: Zhongxu Hu, Yiran Zhang, Chen Lv
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Machines
Subjects:
human–machine interactions
eye tracking
affine layer
transfer learning
facial feature
vision system
Online Access:https://www.mdpi.com/2075-1702/10/10/853

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