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

doi:10.1109/TNSRE.2019.2961244

CORC > 自动化研究所 > 中国科学院自动化研究所 > 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

	A Review on Automated Facial Nerve Function Assessment From Visual Face Capture
	Lou, Jianwen 2; Yu, Hui 2; Wang, Fei-Yue 1,3,4
刊名	IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
	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
DOI	10.1109/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.
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关键词	QUANTITATIVE-ANALYSIS ; PSYCHOLOGICAL DISTRESS ; MOTION ANALYSIS ; PALSY ; SYSTEM ; VIDEO ; QUANTIFICATION ; STANDARDS ; MOVEMENT
WOS研究方向	Engineering ; Rehabilitation
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000519699400015
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)
内容类型	期刊论文
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.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, 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.Qingdao Acad Intelligent Ind, Qingdao 266109, 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.