Robustness of digital artist authentication

Research output: Book/ReportReportResearch

291 Downloads (Pure)

Abstract

In many cases it is possible to determine the authenticity of a painting from digital reproductions of the paintings; this has been demonstrated for a variety of artists and with different approaches. Common to all these methods in digital artist authentication is that the potential of the method is in focus, while the robustness has not been considered, i.e. the degree to which the data collection process influences the decision of the method. However, in order for an authentication method to be successful in practice, it needs to be robust to plausible error sources from the data collection.
In this paper we investigate the robustness of the newly proposed authenticity method introduced by the authors based on second generation multiresolution analysis. This is done by modelling a number of realistic factors that can occur in the data collection.
Original languageEnglish
PublisherDepartment of Mathematical Sciences, Aalborg University
Publication statusPublished - Oct 2011
SeriesResearch Report Series
NumberR-2011-12
ISSN1399-2503

Fingerprint

Painting
Authentication
Multiresolution analysis

Cite this

Jacobsen, R., & Nielsen, M. (2011). Robustness of digital artist authentication. Department of Mathematical Sciences, Aalborg University. Research Report Series, No. R-2011-12
Jacobsen, Robert ; Nielsen, Morten. / Robustness of digital artist authentication. Department of Mathematical Sciences, Aalborg University, 2011. (Research Report Series; No. R-2011-12).
@book{5f92a4abba7a4eafa3a7637bce77839a,
title = "Robustness of digital artist authentication",
abstract = "In many cases it is possible to determine the authenticity of a painting from digital reproductions of the paintings; this has been demonstrated for a variety of artists and with different approaches. Common to all these methods in digital artist authentication is that the potential of the method is in focus, while the robustness has not been considered, i.e. the degree to which the data collection process influences the decision of the method. However, in order for an authentication method to be successful in practice, it needs to be robust to plausible error sources from the data collection.In this paper we investigate the robustness of the newly proposed authenticity method introduced by the authors based on second generation multiresolution analysis. This is done by modelling a number of realistic factors that can occur in the data collection.",
author = "Robert Jacobsen and Morten Nielsen",
year = "2011",
month = "10",
language = "English",
publisher = "Department of Mathematical Sciences, Aalborg University",

}

Jacobsen, R & Nielsen, M 2011, Robustness of digital artist authentication. Research Report Series, no. R-2011-12, Department of Mathematical Sciences, Aalborg University.

Robustness of digital artist authentication. / Jacobsen, Robert; Nielsen, Morten.

Department of Mathematical Sciences, Aalborg University, 2011. (Research Report Series; No. R-2011-12).

Research output: Book/ReportReportResearch

TY - RPRT

T1 - Robustness of digital artist authentication

AU - Jacobsen, Robert

AU - Nielsen, Morten

PY - 2011/10

Y1 - 2011/10

N2 - In many cases it is possible to determine the authenticity of a painting from digital reproductions of the paintings; this has been demonstrated for a variety of artists and with different approaches. Common to all these methods in digital artist authentication is that the potential of the method is in focus, while the robustness has not been considered, i.e. the degree to which the data collection process influences the decision of the method. However, in order for an authentication method to be successful in practice, it needs to be robust to plausible error sources from the data collection.In this paper we investigate the robustness of the newly proposed authenticity method introduced by the authors based on second generation multiresolution analysis. This is done by modelling a number of realistic factors that can occur in the data collection.

AB - In many cases it is possible to determine the authenticity of a painting from digital reproductions of the paintings; this has been demonstrated for a variety of artists and with different approaches. Common to all these methods in digital artist authentication is that the potential of the method is in focus, while the robustness has not been considered, i.e. the degree to which the data collection process influences the decision of the method. However, in order for an authentication method to be successful in practice, it needs to be robust to plausible error sources from the data collection.In this paper we investigate the robustness of the newly proposed authenticity method introduced by the authors based on second generation multiresolution analysis. This is done by modelling a number of realistic factors that can occur in the data collection.

M3 - Report

BT - Robustness of digital artist authentication

PB - Department of Mathematical Sciences, Aalborg University

ER -

Jacobsen R, Nielsen M. Robustness of digital artist authentication. Department of Mathematical Sciences, Aalborg University, 2011. (Research Report Series; No. R-2011-12).