4 papers
Enhancing Gaze Reasoning in Vision Foundation Models for Gaze Following
Shijing Wang, Yaping Huang, Chaoqun Cui +4
Gaze following requires both scene understanding and gaze reasoning to localize the gaze target of an in-scene person. Recently, vision foundation models (VFMs) have demonstrated s…
See Through the Noise: Improving Domain Generalization in Gaze Estimation
Yanming Peng, Shijing Wang, Yaping Huang +1
Generalizable gaze estimation methods have garnered increasing attention due to their critical importance in real-world applications and have achieved significant progress. However…
Cross-Dataset Gaze Estimation by Evidential Inter-intra Fusion
Shijing Wang, Yaping Huang, Jun Xie +3
Achieving accurate and reliable gaze predictions in complex and diverse environments remains challenging. Fortunately, it is straightforward to access diverse gaze datasets in real…
Suppressing Uncertainty in Gaze Estimation
Shijing Wang, Yaping Huang
Uncertainty in gaze estimation manifests in two aspects: 1) low-quality images caused by occlusion, blurriness, inconsistent eye movements, or even non-face images; 2) incorrect la…