A Preliminary Investigation into the Impact of Training for Example-Based Facial Blendshape Creation

Loading...
Thumbnail Image
Date
2018
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
Our work is a perceptual study into the effects of training poses on the Example-Based Facial Rigging (EBFR) method. We analyse the output of EBFR given a set of training poses to see how well the results reproduced our ground truth actor scans compared to a Deformation Transfer approach. While EBFR produced better results overall, there were cases that did not see any improvement. While some of these results may be explained by lack of sufficient training poses for the area of the face in question, we found that certain lip poses were not improved by training, despite a large number of mouth training poses supplied.
Description

        
@inproceedings{
10.2312:egs.20181042
, booktitle = {
EG 2018 - Short Papers
}, editor = {
Diamanti, Olga and Vaxman, Amir
}, title = {{
A Preliminary Investigation into the Impact of Training for Example-Based Facial Blendshape Creation
}}, author = {
Carrigan, Emma
and
Hoyet, Ludovic
and
McDonnell, Rachel
and
Avril, Quentin
}, year = {
2018
}, publisher = {
The Eurographics Association
}, ISSN = {
1017-4656
}, ISBN = {}, DOI = {
10.2312/egs.20181042
} }
Citation