Quantifying Aesthetics of Visual Design Applied to Automatic Design di Ali Jahanian edito da Springer International Publishing
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Quantifying Aesthetics of Visual Design Applied to Automatic Design

EAN:

9783319810508

ISBN:

3319810502

Pagine:
152
Formato:
Paperback
Lingua:
Tedesco
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Descrizione Quantifying Aesthetics of Visual Design Applied to Automatic Design

In this thesis, the author makes several contributions to the study of design of graphical materials. The thesis begins with a review of the relationship between design and aesthetics, and the use of mathematical models to capture this relationship. Then, a novel method for linking linguistic concepts to colors using the Latent Dirichlet Allocation Dual Topic Model is proposed. Next, the thesis studies the relationship between aesthetics and spatial layout by formalizing the notion of visual balance. Applying principles of salience and Gaussian mixture models over a body of about 120,000 aesthetically rated professional photographs, the author provides confirmation of Arnhem's theory about spatial layout. The thesis concludes with a description of tools to support automatically generating personalized design.

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