Literature DB >> 33828748

Motion tracking of iris features to detect small eye movements.

Aayush K Chaudhary1, Jeff B Pelz1.   

Abstract

The inability of current video-based eye trackers to reliably detect very small eye movements has led to confusion about the prevalence or even the existence of monocular microsaccades (small, rapid eye movements that occur in only one eye at a time). As current methods often rely on precisely localizing the pupil and/or corneal reflection on successive frames, current microsaccade-detection algorithms often suffer from signal artifacts and a low signal-to-noise ratio. We describe a new video-based eye tracking methodology which can reliably detect small eye movements over 0.2 degrees (12 arcmins) with very high confidence. Our method tracks the motion of iris features to estimate velocity rather than position, yielding a better record of microsaccades. We provide a more robust, detailed record of miniature eye movements by relying on more stable, higher-order features (such as local features of iris texture) instead of lower-order features (such as pupil center and corneal reflection), which are sensitive to noise and drift.

Entities:  

Keywords:  Microsaccades; eye movements; eye tracking methodology; head motion compensation; iris features; iris segmentation; video-based eye tracking; visual fixations

Year:  2019        PMID: 33828748      PMCID: PMC7962675          DOI: 10.16910/jemr.12.6.4

Source DB:  PubMed          Journal:  J Eye Mov Res        ISSN: 1995-8692            Impact factor:   0.957


  31 in total

1.  Binocular quantification and characterization of microsaccades.

Authors:  F Møller; M L Laursen; J Tygesen; A K Sjølie
Journal:  Graefes Arch Clin Exp Ophthalmol       Date:  2002-08-01       Impact factor: 3.117

2.  Determination of the stimuli for involuntary drifts and saccadic eye movements.

Authors:  T N CORNSWEET
Journal:  J Opt Soc Am       Date:  1956-11

3.  Robust measurement of ocular torsion using iterative Lucas-Kanade.

Authors:  Inbum Lee; Byunghun Choi; Kwang Suk Park
Journal:  Comput Methods Programs Biomed       Date:  2007-02-01       Impact factor: 5.428

4.  Suppression of saccadic intrusions in hereditary ataxia by memantine.

Authors:  A Serra; K Liao; S Martinez-Conde; L M Optican; R J Leigh
Journal:  Neurology       Date:  2008-03-04       Impact factor: 9.910

5.  Saccades and microsaccades during visual fixation, exploration, and search: foundations for a common saccadic generator.

Authors:  Jorge Otero-Millan; Xoana G Troncoso; Stephen L Macknik; Ignacio Serrano-Pedraza; Susana Martinez-Conde
Journal:  J Vis       Date:  2008-12-18       Impact factor: 2.240

6.  Measurement of binocular eye movements of subjects in the sitting position.

Authors:  M P LORD
Journal:  Br J Ophthalmol       Date:  1951-01       Impact factor: 4.638

7.  Monocular microsaccades are visual-task related.

Authors:  Josselin Gautier; Harold E Bedell; John Siderov; Sarah J Waugh
Journal:  J Vis       Date:  2016       Impact factor: 2.240

8.  Microsaccades and the velocity-amplitude relationship for saccadic eye movements.

Authors:  B L Zuber; L Stark; G Cook
Journal:  Science       Date:  1965-12-10       Impact factor: 47.728

9.  Distinctive features of saccadic intrusions and microsaccades in progressive supranuclear palsy.

Authors:  Jorge Otero-Millan; Alessandro Serra; R John Leigh; Xoana G Troncoso; Stephen L Macknik; Susana Martinez-Conde
Journal:  J Neurosci       Date:  2011-03-23       Impact factor: 6.167

10.  The disturbance of gaze in progressive supranuclear palsy: implications for pathogenesis.

Authors:  Athena L Chen; David E Riley; Susan A King; Anand C Joshi; Alessandro Serra; Ke Liao; Mark L Cohen; Jorge Otero-Millan; Susana Martinez-Conde; Michael Strupp; R John Leigh
Journal:  Front Neurol       Date:  2010-12-03       Impact factor: 4.003

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  1 in total

1.  In vivo biomechanical assessment of iridial deformations and muscle contractions in human eyes.

Authors:  Babak N Safa; Mohammad Reza Bahrani Fard; C Ross Ethier
Journal:  J R Soc Interface       Date:  2022-07-06       Impact factor: 4.293

  1 in total

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