Publication:
A new method to detect nystagmus for vertigo diagnosis system by eye movement velocity

dc.contributor.authorCharoenpong T.
dc.contributor.authorPattrapisetwong P.
dc.contributor.authorMahasitthiwat V.
dc.date.accessioned2021-04-05T03:26:18Z
dc.date.available2021-04-05T03:26:18Z
dc.date.issued2015
dc.date.issuedBE2558
dc.description.abstractAs vertigo is common disease, it causes by problem with Nystagmus. It is difficult to diagnosis by observation. In this paper, we propose a method to detect nystagmus for vertigo diagnosis system using eye movement velocity. This method consists of three main steps: pupil extraction, velocity of eye movement computation, and nystagmus detection. An infrared camera is used to record eye movement in image sequence format. For first step, pupil is primary extracted by an adaptive threshold, blackest blob, and ellipse fitting technique. For second step, we measures pupil position from its center. Velocity of eye movement is then computed. For third step, involuntary eye movement is detected by comparing velocity of eye movement in each frame with a criterion. To evaluate performance of the proposed method, eye movement is recorded from six subjects. Accuracy rate of involuntary eye movement detection is 87.21%. The results show that the performance of this method is satisfactory. This is first method able to detect nystagmus from video-oculography. © 2015 MVA organization.
dc.format.mimetypeapplication/pdf
dc.identifier.citationProceedings of the 14th IAPR International Conference on Machine Vision Applications, MVA 2015. (2015), p.174-177
dc.identifier.doi10.1109/MVA.2015.7153161
dc.identifier.other2-s2.0-84941195409
dc.identifier.urihttps://hdl.handle.net/20.500.14740/6235
dc.rights.holderScopus
dc.subject.otherComputer vision
dc.subject.otherDiagnosis
dc.subject.otherOccupational diseases
dc.subject.otherVelocity
dc.subject.otherAdaptive thresholds
dc.subject.otherCommon disease
dc.subject.otherDiagnosis systems
dc.subject.otherEllipse fitting
dc.subject.otherInfra-red cameras
dc.subject.otherMovement detection
dc.subject.otherPupil extractions
dc.subject.otherVideo oculography
dc.subject.otherEye movements
dc.titleA new method to detect nystagmus for vertigo diagnosis system by eye movement velocity
dc.typeConference Paper
dspace.entity.typePublication
swu.datasource.scopushttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84941195409&doi=10.1109%2fMVA.2015.7153161&partnerID=40&md5=9a31e53d87a71094e6075f6df0cec12f

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