System and method for generating acupuncture points on reconstructed 3D human body model for physical therapy
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United States of America Patent
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Oct 18, 2022
Grant Date -
Apr 23, 2020
app pub date -
Sep 4, 2019
filing date -
Oct 17, 2018
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Abstract
System and method for generating acupuncture points on reconstructed 3D human body mesh for physical treatment are disclosed. The computing device obtains a first two-dimensional image of a human subject that captures at least a predefined portion of the human subject; processes the first two-dimensional image of the first human subject using a trained human body recovery model to obtain a plurality of parameters representing a three-dimensional human body mesh with corresponding acupuncture points. The trained human body recovery model includes an iterative three-dimensional regression module that is supervised by a discriminator and that minimizes a combined loss below a preset threshold. The combined loss includes a discriminator error that provides a measure of whether the obtained three-dimensional human body mesh with corresponding acupuncture points correspond to real human shape, pose, and acupuncture points.
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