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Volume: 35 | Article ID: CVAA-209
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Style transfer for improved visualization of underdrawings and ghost paintings: An application to a work by Vincent van Gogh
  DOI :  10.2352/EI.2023.35.13.CVAA-209  Published OnlineJanuary 2023
Abstract
Abstract

We applied computational style transfer, specifically coloration and brush stroke style, to achromatic images of a ghost painting beneath Vincent van Gogh's <i>Still life with meadow flowers and roses</i>. Our method is an extension of our previous work in that it used representative artworks by the ghost painting\rq s author to train a Generalized Adversarial Network (GAN) for integrating styles learned from stylistically distinct groups of works. An effective amalgam of these learned styles is then transferred to the target achromatic work.

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Anthony Bourached, George H. Cann, Ryan-Rhys Griffiths, Jesper Eriksson, David G. Stork, "Style transfer for improved visualization of underdrawings and ghost paintings: An application to a work by Vincent van Goghin Electronic Imaging,  2023,  pp 209-1 - 209-5,  https://doi.org/10.2352/EI.2023.35.13.CVAA-209

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