Classification of Facial Nerve Paralysis Based on Regional Evaluation
This paper present an approach of regional evaluation using Kanade - Lucas – Tomasi (KLT) method and extract feature points to classify the normal and patients subjects and also to determine the severity level of paralysis for each region of face. There are Individual Score Table, Total Score Table...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2020
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/31430/1/Classification%20of%20Facial%20Nerve%20Paralysis1.pdf |
| _version_ | 1825813861253513216 |
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| author | Wan Syahirah, Wan Samsudin Rosdiyana, Samad Sundaraj, Kenneth Mohamed, Rizon Mohd Zaki, Ahmad |
| author_facet | Wan Syahirah, Wan Samsudin Rosdiyana, Samad Sundaraj, Kenneth Mohamed, Rizon Mohd Zaki, Ahmad |
| author_sort | Wan Syahirah, Wan Samsudin |
| collection | UMP |
| description | This paper present an approach of regional evaluation using Kanade - Lucas – Tomasi (KLT) method and extract feature points to classify the normal and patients subjects and also to determine the severity level of paralysis for each region of face. There are Individual Score Table, Total Score Table and Paralysis Score Table were presented. A 100% of accuracy has been obtained in identifying the paralysis with k =3 using k-NN classifier for the Individual Score. |
| first_indexed | 2024-03-06T12:50:18Z |
| format | Conference or Workshop Item |
| id | UMPir31430 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:50:18Z |
| publishDate | 2020 |
| record_format | dspace |
| spelling | UMPir314302021-05-11T04:31:01Z http://umpir.ump.edu.my/id/eprint/31430/ Classification of Facial Nerve Paralysis Based on Regional Evaluation Wan Syahirah, Wan Samsudin Rosdiyana, Samad Sundaraj, Kenneth Mohamed, Rizon Mohd Zaki, Ahmad TK Electrical engineering. Electronics Nuclear engineering This paper present an approach of regional evaluation using Kanade - Lucas – Tomasi (KLT) method and extract feature points to classify the normal and patients subjects and also to determine the severity level of paralysis for each region of face. There are Individual Score Table, Total Score Table and Paralysis Score Table were presented. A 100% of accuracy has been obtained in identifying the paralysis with k =3 using k-NN classifier for the Individual Score. 2020 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/31430/1/Classification%20of%20Facial%20Nerve%20Paralysis1.pdf Wan Syahirah, Wan Samsudin and Rosdiyana, Samad and Sundaraj, Kenneth and Mohamed, Rizon and Mohd Zaki, Ahmad (2020) Classification of Facial Nerve Paralysis Based on Regional Evaluation. In: Proceedings of International Conference on Artificial Life and Robotics (ICAROB2020) , 13-16 January 2020 , Oita, Japan. pp. 343-347., 25. ISSN 2188-7829 (Published) http://dx.doi.org/10.5954/ICAROB.2020.OS10-6 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Wan Syahirah, Wan Samsudin Rosdiyana, Samad Sundaraj, Kenneth Mohamed, Rizon Mohd Zaki, Ahmad Classification of Facial Nerve Paralysis Based on Regional Evaluation |
| title | Classification of Facial Nerve Paralysis Based on Regional Evaluation |
| title_full | Classification of Facial Nerve Paralysis Based on Regional Evaluation |
| title_fullStr | Classification of Facial Nerve Paralysis Based on Regional Evaluation |
| title_full_unstemmed | Classification of Facial Nerve Paralysis Based on Regional Evaluation |
| title_short | Classification of Facial Nerve Paralysis Based on Regional Evaluation |
| title_sort | classification of facial nerve paralysis based on regional evaluation |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/31430/1/Classification%20of%20Facial%20Nerve%20Paralysis1.pdf |
| work_keys_str_mv | AT wansyahirahwansamsudin classificationoffacialnerveparalysisbasedonregionalevaluation AT rosdiyanasamad classificationoffacialnerveparalysisbasedonregionalevaluation AT sundarajkenneth classificationoffacialnerveparalysisbasedonregionalevaluation AT mohamedrizon classificationoffacialnerveparalysisbasedonregionalevaluation AT mohdzakiahmad classificationoffacialnerveparalysisbasedonregionalevaluation |