Quantifying Aesthetics of Visual Design Applied to Automatic Design

Download or read book Quantifying Aesthetics of Visual Design Applied to Automatic Design written by Ali Jahanian and published by Springer. This book was released on 2016-06-20 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.