An Optokinetic Nystagmus Detection Method for Use With Young Children
Open Access
- 5 March 2015
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Journal of Translational Engineering in Health and Medicine
- Vol. 3, 1-10
Abstract
The detection of vision problems in early childhood can prevent neurodevelopmental disorders such as amblyopia. However, accurate clinical assessment of visual function in young children is challenging. optokinetic nystagmus (OKN) is a reflexive sawtooth motion of the eye that occurs in response to drifting stimuli, that may allow for objective measurement of visual function in young children if appropriate child-friendly eye tracking techniques are available. In this paper, we present offline tools to detect the presence and direction of the optokinetic reflex in children using consumer grade video equipment. Our methods are tested on video footage of children (N = 5 children and 20 trials) taken as they freely observed visual stimuli that induced horizontal OKN. Using results from an experienced observer as a baseline, we found the sensitivity and specificity of our OKN detection method to be 89.13% and 98.54%, respectively, across all trials. Our OKN detection results also compared well (85%) with results obtained from a clinically trained assessor. In conclusion, our results suggest that OKN presence and direction can be measured objectively in children using consumer grade equipment, and readily implementable algorithms.Keywords
Funding Information
- Auckland Bioengineering Institute
- University of Auckland Faculty Research Development Fund (1165695)
This publication has 40 references indexed in Scilit:
- Human optokinetic nystagmus: A stochastic analysisJournal of Vision, 2012
- Selectively de-animating videoACM Transactions on Graphics, 2012
- Automatic localization of pupil using eccentricity and iris using gradient based methodOptics and Lasers in Engineering, 2011
- Eye/eyes tracking based on a unified deformable template and particle filteringPattern Recognition Letters, 2010
- Objective Measurement of Distance Visual Acuity Determined by Computerized Optokinetic Nystagmus TestInvestigative Ophthalmology & Visual Science, 2010
- Horizontal and Vertical Look and Stare Optokinetic Nystagmus Symmetry in Healthy Adult VolunteersInvestigative Ophthalmology & Visual Science, 2008
- Objective Measurement of Visual Acuity by Optokinetic Response Determination in Patients With Ocular DiseasesAmerican Journal of Ophthalmology, 2006
- Abnormal vertical optokinetic nystagmus in infants and childrenBritish Journal of Ophthalmology, 2000
- MLESAC: A New Robust Estimator with Application to Estimating Image GeometryComputer Vision and Image Understanding, 2000
- Random sample consensusCommunications of the ACM, 1981