Depth Perception Model Based on Fixational Eye Movements Using Bayesian Statistical Inference

Norio Tagawa · 2010

Small vibrations of eyeball, which occur when we fix our gaze on object, is called "fixational eye movements.'' It has been reported that such the involuntary eye movements work also for monocular depth perception. In this study, we focus on "tremor'' which is the smallest type of fixational eye movement, and construct depth perception model based on tremor using MAP-EM algorithm. Its effectiveness is confirmed through numerical evaluations using artificial images.

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