基于计算机视觉技术的面部镜像系统用于贝尔麻痹患者镜像疗法的数据集

数据集获取（Figshare）

• 源站标题：Computer vision technology-based face mirroring system providing mirror therapy for Bell’s palsy patients
• DOI：10.6084/m9.figshare.7580174.v1
• 发布日期：2019-01-12
• 文件数：3 个
• 文件总体积：42.72 MB
• 源站页面：https://tandf.figshare.com/articles/dataset/Computer_vision_technology-based_face_mirroring_system_providing_mirror_therapy_for_Bell_s_palsy_patients/7580174

命令行下载

curl -L -o "idre_a_1510551_sm9625.pdf" "https://ndownloader.figshare.com/files/14078279"
curl -L -o "idre_a_1510551_sm9624.mp4" "https://ndownloader.figshare.com/files/14078282"
curl -L -o "idre_a_1510551_sm9623.docx" "https://ndownloader.figshare.com/files/14078285"

文件清单

• idre_a_1510551_sm9625.pdf（223.75 KB）
• idre_a_1510551_sm9624.mp4（42.48 MB）
• idre_a_1510551_sm9623.docx（24.78 KB）

文件总体积 42.72 MB（源站 API 实测）。

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Purpose: Mirror therapy (MT) is an effective adjunct treatment for Bell’s palsy (BP); however, a bifold mirror-based apparatus hindered the effectiveness. Besides, few studies have reported the related factors of facial embodiment. The aim of this study was to evaluate the feasibility of a novel face mirroring System (FMS) and the effects on facial embodiment in BP patients, comparing with conventional mirror book (MB) therapy.
Method: This was a within-subject design trial. Thirty-six BP patients were recruited and received investigations on user experience and perception of facial embodiment after each facial task (reset, facial expression, and enunciation) when using both FMS and MB separately and randomly.
Results: Data of questionnaires showed FMS had a better user experience and perception of facial embodiment comparing with MB. Patients agreed more strongly on the statements of facial embodiment for facial expression and enunciation tasks when using both apparatuses, comparing with rest.
Conclusions: The FMS is a feasible and optimal setup to provide MT for BP patients. Moreover, speech paired motor training is a superior strategy for facilitating facial embodiment.Implications for Rehabilitation
The Face Mirroring System is a feasible and optimal apparatus for mirror therapy in Bell’s palsy patients.
Perception of facial embodiment can be increased via combining multiple sensory feedbacks.
Speech paired motor tasks have considerable potential to facilitate facial embodiment.

The Face Mirroring System is a feasible and optimal apparatus for mirror therapy in Bell’s palsy patients.
Perception of facial embodiment can be increased via combining multiple sensory feedbacks.
Speech paired motor tasks have considerable potential to facilitate facial embodiment.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7580174.v1（source: https://tandf.figshare.com/articles/dataset/Computer_vision_technology-based_face_mirroring_system_providing_mirror_therapy_for_Bell_s_palsy_patients/7580174）。