Facial paralysis symptom detection based on facial action unit

H Niu, J Liu, X Sun, X Zhao, Y Liu - IEEE Access, 2024 - ieeexplore.ieee.org
Facial paralysis refers to the abnormal behavior of facial muscles caused by a disorder of
the facial nerve, mainly manifested as facial asymmetry. In recent years, deep learning has …

Automatic facial paralysis estimation with facial action units

X Ge, JM Jose, P Wang, A Iyer, X Liu, H Han - arXiv preprint arXiv …, 2022 - arxiv.org
Facial palsy is unilateral facial nerve weakness or paralysis of rapid onset with unknown
causes. Automatically estimating facial palsy severeness can be helpful for the diagnosis …

Automatic facial paralysis evaluation augmented by a cascaded encoder network structure

T Wang, S Zhang, LA Liu, G Wu, J Dong - IEEE Access, 2019 - ieeexplore.ieee.org
Facial paralysis refers to a facial nerve disordering, with which people may lose the abilities
to accurately control their facial muscles for certain facial performances. The diagnosis of …

A transfer learning approach for facial paralysis severity detection

W Ali, M Imran, MU Yaseen, K Aurangzeb… - IEEE …, 2023 - ieeexplore.ieee.org
Facial paralysis is a debilitating condition that weakens or damages facial muscles resulting
in asymmetric or abnormal facial movements. To aid in the diagnosis and rehabilitation of …

Deep hybrid network for automatic quantitative analysis of facial paralysis

GSJ Hsu, MH Chang - … on Advanced Video and Signal Based …, 2018 - ieeexplore.ieee.org
We propose the Deep Hybrid Network (DHN) for the analysis of facial paralysis syndrome.
This is a pioneering work that explores the deep-learning for the facial paralysis study. The …

Facial Palsy Detection Through Changes in Facial Muscle Functionality Using CNN Algorithm

CA Sari, FA Bachtiar, L Muflikhah… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Facial palsy is a common condition in the medical field that results from facial nerve
disorders, leading to weakened facial motor functions. Detecting facial palsy typically …

Automatic evaluation of facial nerve paralysis by dual-path LSTM with deep differentiated network

P Xu, F Xie, T Su, Z Wan, Z Zhou, X Xin, Z Guan - Neurocomputing, 2020 - Elsevier
Facial nerve paralysis adversely affects the patients' mental and physical health, and several
existing evaluation methods of facial paralysis are put forward based on the static facial …

Visual Facial Paralysis Detection using InceptionResNetV2

NN Razlan, R Aminuddin, N Sabri… - … on Automatic Control …, 2024 - ieeexplore.ieee.org
Facial paralysis, stemming from nerve issues, results in the inability to control facial muscles,
leading to asymmetry and weakness. This condition not only affects appearance but also …

Automatic Evaluation of Facial Paralysis with Transfer Learning and Improved ResNet34 Neural Network

R Fu, G Zhou - … on Intelligent Human-Machine Systems and …, 2023 - ieeexplore.ieee.org
Facial paralysis is a relatively frequent disease characterized by facial muscle movement
disorders. Clinically, the patient's facial paralysis is usually assessed by the clinician …

Comparative study of deep learning algorithms for the detection of facial paralysis

SM Hossain, Z Jamal, AA Noshin… - 2022 IEEE 13th Annual …, 2022 - ieeexplore.ieee.org
Statistical analysis has shown a noteworthy escalation in the rate of brain strokes in recent
times. But the time required to carry out the conventional methods to detect brain stroke on a …