Jitter Does Matter: Adapting Gaze Estimation to New Domains

no code implementations • 5 Oct 2022 • Ruicong Liu, Yiwei Bao, Mingjie Xu, Haofei Wang, Yunfei Liu, Feng Lu

We evaluate the proposed method on four cross-domain gaze estimation tasks, and experimental results demonstrate that it significantly reduces the gaze jitter and improves the gaze estimation performance in target domains.

Adversarial Attack Contrastive Learning +2

Vulnerability of Appearance-based Gaze Estimation

no code implementations • 24 Mar 2021 • Mingjie Xu, Haofei Wang, Yunfei Liu, Feng Lu

However, many deep learning-based methods suffer from the vulnerability property, i. e., perturbing the raw image using noise confuses the gaze estimation models.

Adversarial Attack Gaze Estimation