Quantifying Aesthetics of Visual Design Applied to Automatic Design (Hardcover, 1st ed. 2016)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Springer Theses
Release date:	June 2016
First published:	2016
Authors:	Ali Jahanian
Dimensions:	235 x 155 x 10mm (L x W x T)
Format:	Hardcover
Pages:	137
Edition:	1st ed. 2016
ISBN-13:	978-3-319-31485-3
Categories:	Books > Arts & Architecture > Industrial / commercial art & design > Graphic design Books > Language & Literature > Language & linguistics > Computational linguistics Books > Humanities > Philosophy > Topics in philosophy > Aesthetics Books > Philosophy > Topics in philosophy > Aesthetics
LSN:	3-319-31485-8
Barcode:	9783319314853

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