Fig. 6: Our 3D body mesh fitting method.
From: Prediction of total and regional body composition from 3D body shape

Given a DXA image, an initial pose and shape estimation is made using HKPD. Then, the output pose and shape parameters are optimised using losses constructed from DXA silhouettes and paired anthropometry data. Optimised shape parameters are used for body composition regression.