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2018 | OriginalPaper | Buchkapitel

Towards a General Framework for Artistic Style Transfer

verfasst von : Florian Uhde, Sanaz Mostaghim

Erschienen in: Computational Intelligence in Music, Sound, Art and Design

Verlag: Springer International Publishing

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Abstract

In recent times, artificial intelligence has become more sophisticated when it comes to the creation of fine arts. Especially in the area of painting, artificial methods reached a new level of maturity in the process of replicating perceptual quality. These systems are able to separate style and content of given images, enabling them to recombine and mutate the facets to create novel content. This work defines a general framework for conducting artistic style transfer. This allows recombination and structured modification of state of the art algorithms for further investigation and profiling of artistic style transfer.

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Fußnoten
1
The VGG-19 network by [15] was used.
 
2
https://​keras.​io, accessed 30.10.17.
 
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Metadaten
Titel
Towards a General Framework for Artistic Style Transfer
verfasst von
Florian Uhde
Sanaz Mostaghim
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-77583-8_12

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