Appearance debiased gaze estimation via stochastic subject-wise adversarial learning

• Published in: Pattern recognition Vol. 152; p. 110441
• Main Authors: Kim, Suneung, Nam, Woo-Jeoung, Lee, Seong-Whan
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.08.2024
• Subjects: Adversarial loss; Appearance-based gaze estimation; Generalization; Meta-learning; Stochastic subject selection; Stochastic subject selection; Adversarial loss; Generalization; Appearance-based gaze estimation; Meta-learning

Recently, appearance-based gaze estimation has been attracting attention in computer vision, and remarkable improvements have been achieved using various deep learning techniques. Despite such progress, most methods aim to infer gaze vectors from images directly, which causes overfitting to person-s...