Literature DB >> 15563599

A digital technique for art authentication.

Siwei Lyu1, Daniel Rockmore, Hany Farid.   

Abstract

We describe a computational technique for authenticating works of art, specifically paintings and drawings, from high-resolution digital scans of the original works. This approach builds a statistical model of an artist from the scans of a set of authenticated works against which new works then are compared. The statistical model consists of first- and higher-order wavelet statistics. We show preliminary results from our analysis of 13 drawings that at various times have been attributed to Pieter Bruegel the Elder; these results confirm expert authentications. We also apply these techniques to the problem of determining the number of artists that may have contributed to a painting attributed to Pietro Perugino and again achieve an analysis agreeing with expert opinion.

Year:  2004        PMID: 15563599      PMCID: PMC535372          DOI: 10.1073/pnas.0406398101

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  3 in total

1.  Image compression via joint statistical characterization in the wavelet domain.

Authors:  R W Buccigrossi; E P Simoncelli
Journal:  IEEE Trans Image Process       Date:  1999       Impact factor: 10.856

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3.  Image coding by block prediction of multiresolution subimages.

Authors:  R Rinaldo; G Calvagno
Journal:  IEEE Trans Image Process       Date:  1995       Impact factor: 10.856

  3 in total
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8.  Two-Dimensional Hermite Filters Simplify the Description of High-Order Statistics of Natural Images.

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Review 9.  Computational and Experimental Approaches to Visual Aesthetics.

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10.  Heterogeneity in chromatic distance in images and characterization of massive painting data set.

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