Method of generating a training dataset of concealed shapes and corresponding unveiled shapes of a body for training a neural network, comprising generating with the aid of computing means a first dataset comprising a plurality of first surface representations representative of a plurality of bare shapes of a plurality of bodies, virtually concealing the plurality of bare shapes by means of a computer implemented program in order to obtain a plurality of simulated concealed shapes of the plurality of bodies, and applying the plurality of simulated concealed shapes to a scanning simulator, the scanning simulator generating a second dataset comprising a plurality of second surface representations representative of the plurality of simulated concealed shapes.
Hu, P, Munteanu, A, Nourbakhsh Kaashki, N & Sturges, S, Methods of estimating a bare body shape from a concealed scan of the body, Patent No. WO2021009062.
Hu, P., Munteanu, A., Nourbakhsh Kaashki, N., & Sturges, S. (2021). Methods of estimating a bare body shape from a concealed scan of the body. (Patent No. WO2021009062).
@misc{a29fafe4c3d441d5ba6bc8ceae690920,
title = "Methods of estimating a bare body shape from a concealed scan of the body",
abstract = "Method of generating a training dataset of concealed shapes and corresponding unveiled shapes of a body for training a neural network, comprising generating with the aid of computing means a first dataset comprising a plurality of first surface representations representative of a plurality of bare shapes of a plurality of bodies, virtually concealing the plurality of bare shapes by means of a computer implemented program in order to obtain a plurality of simulated concealed shapes of the plurality of bodies, and applying the plurality of simulated concealed shapes to a scanning simulator, the scanning simulator generating a second dataset comprising a plurality of second surface representations representative of the plurality of simulated concealed shapes.",
author = "Pengpeng Hu and Adrian Munteanu and {Nourbakhsh Kaashki}, Nastaran and Stephan Sturges",
year = "2021",
language = "English",
type = "Patent",
note = "WO2021009062",
}