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.
| ISBN: | 9783319314853 |
| Publication date: | 27th June 2016 |
| Author: | Ali Jahanian |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Hardback |
| Pagination: | 137 pages |
| Series: | Springer Theses |
| Genres: |
Electronics: circuits and components Engineering applications of electronic, magnetic, optical materials Computational and corpus linguistics |
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.
Quantifying Aesthetics of Visual Design Applied to Automatic Design features in the following genres: Electronics: circuits and components, Engineering applications of electronic, magnetic, optical materials, Computational and corpus linguistics
Quantifying Aesthetics of Visual Design Applied to Automatic Design is available in Hardback
Quantifying Aesthetics of Visual Design Applied to Automatic Design was written by Ali Jahanian and published by Springer an imprint of Springer International Publishing
Quantifying Aesthetics of Visual Design Applied to Automatic Design has 137 pages
Yes it is part of Springer Theses series