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...
Saved in:
Main Authors: | , , , |
---|---|
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 |