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https://ir.swu.ac.th/jspui/handle/123456789/13768
ชื่อเรื่อง: | A new method to detect nystagmus for vertigo diagnosis system by eye movement velocity |
ผู้แต่ง: | Charoenpong T. Pattrapisetwong P. Mahasitthiwat V. |
Keywords: | Computer vision Diagnosis Occupational diseases Velocity Adaptive thresholds Common disease Diagnosis systems Ellipse fitting Infra-red cameras Movement detection Pupil extractions Video oculography Eye movements |
วันที่เผยแพร่: | 2015 |
บทคัดย่อ: | As 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. |
URI: | https://ir.swu.ac.th/jspui/handle/123456789/13768 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84941195409&doi=10.1109%2fMVA.2015.7153161&partnerID=40&md5=9a31e53d87a71094e6075f6df0cec12f |
Appears in Collections: | Scopus 1983-2021 |
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