trial samples inserted every 10 evaluation samples. Each
catch trial sample shows a color image along with either (1)
the reconstruction of a baseline method for this image and
the ground-truth scan that was rendered to create this image,
or (2) the reconstruction of a baseline method for this image
and the reconstruction for a different image (false positive),
see Fig. 11c. Only participants that pass 70% out of 10 catch
trials are considered. This leads to 28 valid participants out
of 36 ones. Results are reported in Tab. 3.
Normal map prediction. To evaluate the effect of the body
prior for normal map prediction on in-the-wild images, we
conduct a perceptual study against prediction without the
body prior. We use AMT, and show participants a color
image along with a pair of predicted normal maps from two
methods. Participants are asked to pick the normal map that
better represents the human in the image. Front- and back-
side normal maps are evaluated separately. See Fig. 12 for
ICON