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A Review on Automated Facial Nerve Function Assessment From Visual Face Capture

文献类型：期刊论文

作者Lou, Jianwen2; Yu, Hui2; Wang, Fei-Yue1,3,4
刊名IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
出版日期2020-02-01
卷号28期号:2页码:488-497
关键词Automated assessment facial nerve function facial palsy visual face capture
ISSN号1534-4320
DOI10.1109/TNSRE.2019.2961244
通讯作者Yu, Hui(hui.yu@port.ac.uk) ; Wang, Fei-Yue(feiyue.wang@ia.ac.cn)
英文摘要Assessing facial nerve function from visible facial signs such as resting asymmetry and symmetry of voluntary movement is an important means in clinical practice. By using image processing, computer vision and machine learning techniques, replacing the clinician with a machine to do assessment from ubiquitous visual face capture is progressing more closely to reality. This approach can do assessment in a purely automated manner, hence opens a promising direction for future development in this field. Many studies gathered around this interesting topic with a variety of solutions proposed in recent years. However, to date, none of these solutions have gained a widespread clinical use. This study provides a comprehensive review of the most relevant and representative studies in automated facial nerve function assessment from visual face capture, aiming at identifying the principal challenges in this field and thus indicating directions for future work.
WOS关键词QUANTITATIVE-ANALYSIS ; PSYCHOLOGICAL DISTRESS ; MOTION ANALYSIS ; PALSY ; SYSTEM ; VIDEO ; QUANTIFICATION ; STANDARDS ; MOVEMENT
资助项目National Key Research and Development Program of China[2018YFB1700202] ; National Natural Science Foundation of China[61533019] ; National Natural Science Foundation of China[U1811463] ; Engineering and Physical Sciences Research Council of U.K. (EPSRC)[EP/N025849/1]
WOS研究方向Engineering ; Rehabilitation
语种英语
WOS记录号WOS:000519699400015
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
资助机构National Key Research and Development Program of China ; National Natural Science Foundation of China ; Engineering and Physical Sciences Research Council of U.K. (EPSRC)
源URL[http://ir.ia.ac.cn/handle/173211/38616]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
通讯作者Yu, Hui; Wang, Fei-Yue
作者单位1.Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R China
2.Univ Portsmouth, Sch Creat Technol, Portsmouth PO1 2DJ, Hants, England
3.Macau Univ Sci & Technol, Inst Syst Engn, Macau 999078, Peoples R China
4.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Lou, Jianwen,Yu, Hui,Wang, Fei-Yue. A Review on Automated Facial Nerve Function Assessment From Visual Face Capture[J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING,2020,28(2):488-497.
APA Lou, Jianwen,Yu, Hui,&Wang, Fei-Yue.(2020).A Review on Automated Facial Nerve Function Assessment From Visual Face Capture.IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING,28(2),488-497.
MLA Lou, Jianwen,et al."A Review on Automated Facial Nerve Function Assessment From Visual Face Capture".IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 28.2(2020):488-497.

入库方式： OAI收割

来源：自动化研究所

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