Quantifying Aesthetics of Visual Design Applied to Automatic Design
Softcover reprint of the original 1st ed. 2016
by
Ali Jahanian
Book Details
Format
Paperback / Softback
Book Series
Springer Theses
ISBN-10
3319810502
ISBN-13
9783319810508
Edition
Softcover reprint of the original 1st ed. 2016
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 7th, 2018
Print length
137 Pages
Product Classification:
LinguisticsMaterials scienceCircuits & componentsElectronics: circuits and components
Ksh 16,200.00
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In this thesis, the author makes several contributions to thestudy of design of graphical materials. The thesis begins with a review of therelationship between design and aesthetics, and the use of mathematical modelsto capture this relationship.
In this thesis, the author makes several contributions to thestudy of design of graphical materials. The thesis begins with a review of therelationship between design and aesthetics, and the use of mathematical modelsto capture this relationship. Then, a novel method for linking linguistic concepts to colorsusing 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 oftools to support automatically generating personalized design.
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