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portada Quantifying Aesthetics of Visual Design Applied to Automatic Design
Type
Physical Book
Author
Publisher
Language
English
Pages
137
Format
Paperback
Dimensions
23.4x15.6x0.8 cm
Weight
0.22 kg.
ISBN13
9783319810508
Categories

Quantifying Aesthetics of Visual Design Applied to Automatic Design

Ali Jahanian (Author) · Springer · Paperback

Quantifying Aesthetics of Visual Design Applied to Automatic Design - Jahanian, Ali

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Synopsis "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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