Determination of ocular torsion by means of automatic pattern recognition
- 1 May 1996
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Biomedical Engineering
- Vol. 43 (5) , 471-479
- https://doi.org/10.1109/10.488795
Abstract
A new, automatic method for determination of human ocular torsion (OT) was developed based on the tracking of iris patterns in digitized video images. Instead of quantifying OT by means of cross-correlation of circular iris samples, a procedure commonly applied, this new method automatically selects and recovers a set of 36 significant patterns in the iris by the technique of template matching as described by In den Haak et al. [16]. Each relocated landmark results in a single estimate of the torsion angle. A robust algorithm estimates OT from this total set of individually determined torsion angles, thereby largely correcting for errors which may arise due to misjudgement of the rotation center. The new method reproduced OT in a prepared set of images of an artificial eye with an accuracy of 0.1°. In a sample of 256 images of human eyes, a practical reliability of 0.25° was achieved. To illustrate the method's usefulness, an experiment is described in which ocular torsion was measured during two dynamic conditions of whole- body roll, namely during sinusoidally pendular motion about either an earth horizontal or earth vertical axis (that is 'with' and 'without' otolith stimulation, respectively)Keywords
This publication has 17 references indexed in Scilit:
- Frequency synthesis of digital filters based on repeatedly applied unweighed moving average operationsMedical & Biological Engineering & Computing, 1994
- Ocular torsion quantification with video imagesIEEE Transactions on Biomedical Engineering, 1994
- Ocular torsion and tilt of subjective visual vertical are sensitive brainstem signsAnnals of Neurology, 1993
- Optimum circular fit to weighted data in multi-dimensional spacePattern Recognition Letters, 1993
- A novel automatic procedure for measuring ocular counterrolling: A computeranalytical method to determine the eye’s roll angle while subjects work on perceptual tasksBehavior Research Methods, Instruments & Computers, 1990
- Ocular Counter-rolling during Active Head Tilting in HumansActa Oto-Laryngologica, 1987
- Human ocular counterroll: assessment of static and dynamic properties from electromagnetic scleral coil recordingsExperimental Brain Research, 1985
- BINOCULAR COUNTERROLLING IN HUMANS WITH UNILATERAL LABYRINTHECTOMY AND IN NORMAL CONTROLSAnnals of the New York Academy of Sciences, 1981
- Ocular Nystagmus Recorded Simultaneously in three Orthogonal PlanesActa Oto-Laryngologica, 1963
- Counterrolling of the Human Eyes Produced by Head Tilt with Respect to GravityActa Oto-Laryngologica, 1962