Figure 6. SHAPY first estimates shape, ˆβ, and pose, ˆθ. Shape is
used by: (1) our virtual anthropometric measurement (VM) mod-
ule to compute height, ˆH, and circumferences, ˆC, and (2) our
S2A module to infer linguistic attribute scores, ˆA. There are sev-
eral SHAPY variations, e.g., SHAPY-H uses only VM to infer ˆH,
while SHAPY-HA uses VM to infer ˆH and S2A to infer ˆA.

5. 3D Shape Regression from an Image
Accurate 3D Body Shape Regression using Metric and Semantic Attributes