Eye Gaze

Eye gaze estimation, the process of determining where a person is looking, is a rapidly advancing field with applications in human-computer interaction and assistive robotics. Current research focuses on improving the robustness and generalization of appearance-based methods, often employing deep neural networks and techniques like contrastive learning and auxiliary regularization to overcome challenges posed by variations in lighting and individual facial features. This work is significantly impacting assistive technologies, enabling hands-free control of robots and other devices for individuals with disabilities, and also advancing our understanding of human cognition through fMRI-based gaze decoding.