Quality Assurance Based on Descriptive and Parsimonious Appearance Models

Nielsen, J. B.; Eiriksson, E. R.; Kristensen, R. L.; Wilm, J.; Frisvad, J. R.; Conradsen, K.; Aanæs, H.

Quality Assurance Based on Descriptive and Parsimonious Appearance Models

Files

021-024.pdf (1.25 MB)

Date

2015

Authors

Nielsen, J. B.
Eiriksson, E. R.
Kristensen, R. L.
Wilm, J.
Frisvad, J. R.
Conradsen, K.
Aanæs, H.

Publisher

The Eurographics Association

Abstract

In this positional paper, we discuss the potential benefits of using appearance models in additive manufacturing, metal casting, wind turbine blade production, and 3D content acquisition. Current state of the art in acquisition and rendering of appearance cannot easily be used for quality assurance in these areas. The common denominator is the need for descriptive and parsimonious appearance models. By 'parsimonious' we mean with few parameters so that a model is useful both for fast acquisition, robust fitting, and fast rendering of appearance. The word 'descriptive' refers to the fact that a model should represent the main features of the acquired appearance data. The solution we propose is to reduce the degrees of freedom by greater use of multivariate statistics.

        @inproceedings{10.2312:mam.20151199
,
booktitle = {Workshop on Material Appearance Modeling
},
editor = {Reinhard Klein and Holly Rushmeier
},
title = {{Quality Assurance Based on Descriptive and Parsimonious Appearance Models
}},
author = {Nielsen, J. B. and 
Eiriksson, E. R. and 
Kristensen, R. L. and 
Wilm, J. and 
Frisvad, J. R. and 
Conradsen, K. and 
Aanæs, H.
},
year = {2015
},
publisher = {The Eurographics Association
},
ISSN = {2309-5059
},
ISBN = {978-3-905674-83-5
},
DOI = {10.2312/mam.20151199
}
}