Development and Application of a Dynamic Three-dimensional Quantitative Facial Measurement Device
Study Details
Study Description
Brief Summary
The aim of this project is to successfully develop and industrialise the "Facial Movement 3D Dynamic Quantitative Measurement Device", which is a commercial device that can provide dynamic indicators of facial movement, and can practically solve the evaluation problems of facial paralysis for doctors and patients, and has important clinical value and social benefits.
| Condition or Disease | Intervention/Treatment | Phase |
|---|---|---|
|
Detailed Description
Based on the current optimal high-precision face key point technology, the effective high-precision automatic face recognition model conforming to the Asian face is established through specialised training with targeted marker data, time series training optimisation based on optical flow, and local image tracking technology. The 3D reconstruction technique is then used to reconstruct the 3D spatial coordinates of the face keypoints, so as to realise the multi-camera 3D tracking of the face keypoints. The displacement of the key points is used to respond to the facial muscle activity characteristics of facial paralysis patients.
Study Design
Arms and Interventions
| Arm | Intervention/Treatment |
|---|---|
| training session A total of 150 facial expression videos of healthy volunteers and facial palsy patients were collected as a training set for the algorithm |
Other: non-intervention
non-intervention
|
| test set A total of 50 cases of healthy volunteers and patients with facial palsy were used as the test set for the algorithm |
Other: non-intervention
non-intervention
|
Outcome Measures
Primary Outcome Measures
- Facial feature point displacement distance [3 months]
Displacement of corresponding facial feature points when volunteers perform specific actions such as specific expressions (raising eyebrow, closing eyes, shrugging nose, smiling and whistling)
- Facial Feature Point Velocity [3 months]
Velocity of the corresponding facial feature points of volunteers when accomplishing specific actions such as specific expressions (raising eyebrows, closing eyes, shrugging nose, smiling, whistling)
Eligibility Criteria
Criteria
Inclusion Criteria:
-
Older than 14 years
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No history of facial surgery, facial trauma, or scars obscuring the facial features.
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Able to perform relevant actions according to instructions
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Willingness to participate in the study
Exclusion Criteria:
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Unwillingness to participate in the study
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Unable to co-operate with relevant command actions
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Obvious trauma, scars, etc. obscuring the facial features
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Less than 14 years of age
Contacts and Locations
Locations
| Site | City | State | Country | Postal Code | |
|---|---|---|---|---|---|
| 1 | Peking Union Medical College Hospital | Beijing | Beijing | China | 100730 |
Sponsors and Collaborators
- Peking Union Medical College Hospital
Investigators
- Principal Investigator: Guodong Feng, Peking Union Medical College Hospital
Study Documents (Full-Text)
None provided.More Information
Publications
None provided.- PekingUMCH record I-22PJ1121