Effects of Image Quality on the Accuracy Human Pose Estimation and Detection of Eye Lid Opening/Closing Using Openpose and DLib

Effects of Image Quality on the Accuracy Human Pose Estimation and Detection of Eye Lid Opening/Closing Using Openpose and DLib

Objective: The application of computer models in continuous patient activity monitoring using video cameras is complicated by the capture of images of varying qualities due to poor lighting conditions and lower image resolutions. Insufficient literature has assessed the effects of image resolution,...

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Bibliographic Details
Main Authors: Run Zhou Ye, Arun Subramanian, Daniel Diedrich, Heidi Lindroth, Brian Pickering, Vitaly Herasevich
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Journal of Imaging
Subjects:
deep learning
image quality
pose estimation
facial feature extraction
Online Access:https://www.mdpi.com/2313-433X/8/12/330

Internet

https://www.mdpi.com/2313-433X/8/12/330

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