Automatic Recording of the Target Location During Smooth Pursuit Eye Movement Testing Using Video-Oculography and Deep Learning-Based Object Detection.

Journal: Translational vision science & technology
Published Date: May 3, 2021

Abstract

PURPOSE: To accurately record the movements of a hand-held target together with the smooth pursuit eye movements (SPEMs) elicited with video-oculography (VOG) combined with deep learning-based object detection using a single-shot multibox detector (SSD).

Authors

  • Masakazu Hirota
    Department of Orthoptics, Faculty of Medical Technology, Teikyo University, Itabashi, Tokyo, Japan. hirota.ortho@med.teikyo-u.ac.jp.
  • Takao Hayashi
    Department of Orthoptics, Faculty of Medical Technology, Teikyo University, Itabashi, Tokyo, Japan.
  • Emiko Watanabe
    Department of Ophthalmology, School of Medicine, Teikyo University, Itabashi, Tokyo, Japan.
  • Yuji Inoue
    Department of Ophthalmology, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke-shi, Tochigi, Japan.
  • Atsushi Mizota
    Department of Ophthalmology, Teikyo University School of Medicine, Tokyo, Japan.

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