政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/150793

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政大機構典藏 > 商學院 > 資訊管理學系 > 會議論文 > Item 140.119/150793

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/150793

Title:	Facial Nerve Disorder Rehabilitation via Generative Adversarial Network
Authors:	郁方 Yu, Fang;Su, Donald Jasper;Lin, Chia Cheng
Contributors:	資管系
Keywords:	Generative Adversarial Network;Healthcare;Facial Nerve Paralysis
Date:	2023-12
Issue Date:	2024-04-11 09:45:00 (UTC+8)
Abstract:	With the rapid growth in the number of patients with facial nerve disorders, the cost of therapy is continually increasing, thus placing both physical and financial burdens on patients. Patients with facial nerve paralysis can benefit from facial massages and facial muscle exercises, which enhance tissue blood circulation and oxygen uptake, thereby ameliorating facial muscle stiffness and pain. Consequently, this paper proposes a demonstration of a rehabilitation system designed to lessen the burdens borne by patients while encouraging a greater dedication and readiness to engage in rehabilitation. Leveraging Facemesh technology, we can accurately identify facial landmarks of individuals, thereby facilitating the assessment of the precision in the exercises performed by patients. Additionally, the GANimation model is employed to create user-specific instructional imagery derived from their facial attributes. The effectiveness of our proposed system is underscored through a live demonstration bolstered by rigorous experimental validation.
Relation:	The 28th International Conference on Technologies and Applications of Artificial Intelligence (TAAI), TAAI
Data Type:	conference
DOI 連結:	https://doi.org/10.1007/978-981-97-1711-8_18
DOI:	10.1007/978-981-97-1711-8_18
Appears in Collections:	[資訊管理學系] 會議論文

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