Abstract
We propose a novel approach for reconstructing arbitrary whole-body human models from an arbitrary sparse subset of anthropometric dimensions. The comprehensive set of the dimensions is estimated from the subset via the principal component space for the dimensions. The skin surface model with the obtained comprehensive set of dimensions is constructed by deforming a template whole-body human model. The result is validated based on the error distribution of the dimensions of the obtained surface mesh for the target.