Eye Movement Prediction for Dedicated Search Task and Improved Model for Saccade Detection.
This summer, I will be researching methods to predict eye movements that occur during a given search task. My research will involve developing predictive models for eye movement behavior, which upon further analysis could reveal information about how and why we move our eyes in certain ways. I will also attempt to improve upon the current state-of-the-art for saccade detection models. Both models will be fit separately for healthy eyes and amblyopic eyes, and the differences in the resulting structures may teach us more about how the amblyopic eye functions compared to the healthy eye.