Quality Assurance Based on Descriptive and Parsimonious Appearance Models

Jannik Boll Nielsen; Eyþór Rúnar Eiríksson; Rasmus Lyngby Kristensen; Jakob Wilm; Jeppe Revall Frisvad; Knut Conradsen; Henrik Aanæs

doi:10.2312/mam.20151199

Quality Assurance Based on Descriptive and Parsimonious Appearance Models

Jannik Boll Nielsen, Eyþór Rúnar Eiríksson, Rasmus Lyngby Kristensen, Jakob Wilm, Jeppe Revall Frisvad, Knut Conradsen, Henrik Aanæs

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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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.

Original language	English
Title of host publication	MAM2015: Eurographics Workshop on Material Appearance Modeling: Issues and Acquisition
Number of pages	4
Publisher	Eurographics
Publication date	2015
ISBN (Print)	978-3-905674-83-5
DOIs	https://doi.org/10.2312/mam.20151199
Publication status	Published - 2015
Event	3rd Eurographics Workshop on Material Appearance Modeling (2015) - Darmstadt, Germany Duration: 23 Jun 2015 → … Conference number: 3 http://egsr2015.gcc.tu-darmstadt.de/sites/mam-workshop

Workshop

Workshop	3rd Eurographics Workshop on Material Appearance Modeling (2015)
Number	3
Country/Territory	Germany
City	Darmstadt
Period	23/06/2015 → …
Other	MAM2015 Workshop co-located with the 26th Eurographics Symposium on Rendering (EGSR 2015)
Internet address	http://egsr2015.gcc.tu-darmstadt.de/sites/mam-workshop

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title = "Quality Assurance Based on Descriptive and Parsimonious Appearance Models",

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 {\textquoteleft}parsimonious{\textquoteright} we mean with few parameters so that a model is useful both for fast acquisition, robust fitting, and fast rendering of appearance. The word {\textquoteleft}descriptive{\textquoteright} 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.",

author = "Nielsen, {Jannik Boll} and Eir{\'i}ksson, {Ey{\th}{\'o}r R{\'u}nar} and Kristensen, {Rasmus Lyngby} and Jakob Wilm and Frisvad, {Jeppe Revall} and Knut Conradsen and Henrik Aan{\ae}s",

year = "2015",

doi = "10.2312/mam.20151199",

language = "English",

isbn = "978-3-905674-83-5",

booktitle = "MAM2015: Eurographics Workshop on Material Appearance Modeling: Issues and Acquisition",

publisher = "Eurographics",

note = "3rd Eurographics Workshop on Material Appearance Modeling (2015) ; Conference date: 23-06-2015",

url = "http://egsr2015.gcc.tu-darmstadt.de/sites/mam-workshop",

}

Nielsen, JB, Eiríksson, ER, Kristensen, RL, Wilm, J, Frisvad, JR , Conradsen, K & Aanæs, H 2015, Quality Assurance Based on Descriptive and Parsimonious Appearance Models. in MAM2015: Eurographics Workshop on Material Appearance Modeling: Issues and Acquisition. Eurographics, 3rd Eurographics Workshop on Material Appearance Modeling (2015), Darmstadt, Germany, 23/06/2015. https://doi.org/10.2312/mam.20151199

Quality Assurance Based on Descriptive and Parsimonious Appearance Models. / Nielsen, Jannik Boll; Eiríksson, Eyþór Rúnar; Kristensen, Rasmus Lyngby et al.
MAM2015: Eurographics Workshop on Material Appearance Modeling: Issues and Acquisition. Eurographics, 2015.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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AU - Wilm, Jakob

AU - Frisvad, Jeppe Revall

AU - Conradsen, Knut

AU - Aanæs, Henrik

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AB - 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.

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PB - Eurographics

T2 - 3rd Eurographics Workshop on Material Appearance Modeling (2015)

Y2 - 23 June 2015

ER -

Quality Assurance Based on Descriptive and Parsimonious Appearance Models

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Workshop

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