JOURNAL ARTICLE

Pupil tracking using active contour model for videonystagmography applications

Abstract

This paper present a new method to resolve the problem of the estimation of eye position in the analysis of videonystagmography(VNG) sequences, that studies eye vibration using active contour model. An algorithm for horizontal and vertical nystagmus tracking based on some parameters such as position, amplitude and duration, is presented. Indeed, the algorithm uses active contour method to segment the pupil. Thus, segmentation is obtained from Otsu's thresholding, to detect an ellipse region approximates the pupil form. Then, the snake-model uses the estimated ellipse as the initial contour. This proposed approach is approved on clinical samples of the videonystagmography (VNG) from patient who presented a congenital nystagmus.

Keywords:
Ellipse Active contour model Artificial intelligence Computer vision Pupil Thresholding Position (finance) Segmentation Computer science Tracking (education) Eye tracking Image segmentation Pattern recognition (psychology) Mathematics Image (mathematics) Optics Geometry Psychology Physics

Metrics

8
Cited By
0.84
FWCI (Field Weighted Citation Impact)
18
Refs
0.79
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Gaze Tracking and Assistive Technology
Physical Sciences →  Computer Science →  Human-Computer Interaction
Vestibular and auditory disorders
Life Sciences →  Neuroscience →  Neurology
Tactile and Sensory Interactions
Life Sciences →  Neuroscience →  Cognitive Neuroscience

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