Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method

An initial assessment method that can classify as well as categorize the severity of paralysis into one of six levels according to the House-Brackmann (HB) system based on facial landmarks motion using an Optical Flow (OF) algorithm is proposed.The desired landmarks were obtained from the video reco...

Full description

Saved in:
Bibliographic Details
Main Authors: Sundaraj, Kenneth, W. Samsudin, Wan Syahirah, Ahmad, Amirozi, Salleh, Hasriah
Format: Article
Language:English
Published: IOS Press 2016
Subjects:
Online Access:http://eprints.utem.edu.my/id/eprint/21486/2/samsudin%20THC%202016.pdf
http://eprints.utem.edu.my/id/eprint/21486/
https://content.iospress.com/articles/technology-and-health-care/thc1103
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utem.eprints.21486
record_format eprints
spelling my.utem.eprints.214862021-07-05T11:30:34Z http://eprints.utem.edu.my/id/eprint/21486/ Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method Sundaraj, Kenneth W. Samsudin, Wan Syahirah Ahmad, Amirozi Salleh, Hasriah T Technology (General) TK Electrical engineering. Electronics Nuclear engineering An initial assessment method that can classify as well as categorize the severity of paralysis into one of six levels according to the House-Brackmann (HB) system based on facial landmarks motion using an Optical Flow (OF) algorithm is proposed.The desired landmarks were obtained from the video recordings of 5 normal and 3 Bell’s Palsy subjects and tracked using the Kanade-Lucas-Tomasi (KLT) method.A new scoring system based on the motion analysis using area measurement is proposed.This scoring system uses the individual scores from the facial exercises and grades the paralysis based on the HB system.The proposed method has obtained promising results and may play a pivotal role towards improved rehabilitation programs for patients. IOS Press 2016-03-14 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/21486/2/samsudin%20THC%202016.pdf Sundaraj, Kenneth and W. Samsudin, Wan Syahirah and Ahmad, Amirozi and Salleh, Hasriah (2016) Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method. Technology And Health Care, 24 (2). pp. 287-294. ISSN 0928-7329 https://content.iospress.com/articles/technology-and-health-care/thc1103 DOI 10.3233/THC-151103
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
topic T Technology (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle T Technology (General)
TK Electrical engineering. Electronics Nuclear engineering
Sundaraj, Kenneth
W. Samsudin, Wan Syahirah
Ahmad, Amirozi
Salleh, Hasriah
Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method
description An initial assessment method that can classify as well as categorize the severity of paralysis into one of six levels according to the House-Brackmann (HB) system based on facial landmarks motion using an Optical Flow (OF) algorithm is proposed.The desired landmarks were obtained from the video recordings of 5 normal and 3 Bell’s Palsy subjects and tracked using the Kanade-Lucas-Tomasi (KLT) method.A new scoring system based on the motion analysis using area measurement is proposed.This scoring system uses the individual scores from the facial exercises and grades the paralysis based on the HB system.The proposed method has obtained promising results and may play a pivotal role towards improved rehabilitation programs for patients.
format Article
author Sundaraj, Kenneth
W. Samsudin, Wan Syahirah
Ahmad, Amirozi
Salleh, Hasriah
author_facet Sundaraj, Kenneth
W. Samsudin, Wan Syahirah
Ahmad, Amirozi
Salleh, Hasriah
author_sort Sundaraj, Kenneth
title Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method
title_short Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method
title_full Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method
title_fullStr Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method
title_full_unstemmed Initial Assessment Of Facial Nerve Paralysis Based On Motion Analysis Using An Optical Flow Method
title_sort initial assessment of facial nerve paralysis based on motion analysis using an optical flow method
publisher IOS Press
publishDate 2016
url http://eprints.utem.edu.my/id/eprint/21486/2/samsudin%20THC%202016.pdf
http://eprints.utem.edu.my/id/eprint/21486/
https://content.iospress.com/articles/technology-and-health-care/thc1103
_version_ 1705060054606020608
score 13.211869