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Aug, 2023
半监督对比回归用于眼球注视估计
Semi-supervised Contrastive Regression for Estimation of Eye Gaze
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Somsukla Maiti, Akshansh Gupta
TL;DR
通过使用半监督对比学习框架,本文提出了一种新的对比损失范式,从而实现了基于注视方向的估计,该框架在使用少量带有标签的注视数据集时,可以找到泛化解决方案,即使对于未见过的人脸图像也能有良好的性能表现,与其他用于注视估计的最先进对比学习技术相比,我们的对比回归框架表现良好。
Abstract
With the escalated demand of
human-machine interfaces
for intelligent systems, development of
gaze controlled system
have become a necessity. Gaze, being the non-intrusive form of human interaction, is one of the
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