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OverviewIn 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. Full Product DetailsAuthor: Ali JahanianPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: Softcover reprint of the original 1st ed. 2016 Dimensions: Width: 15.50cm , Height: 0.80cm , Length: 23.50cm Weight: 2.409kg ISBN: 9783319810508ISBN 10: 3319810502 Pages: 137 Publication Date: 07 June 2018 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of ContentsIntroduction.- On The Legitimacy Of Quantifying Aesthetics.- Design Mining Color Semantics.- Design Mining Visual Balance.- Automatic Design Of Self-Published Media: A Case Study Of Magazine Covers.- Recommendation System For Automatic Design.ReviewsAuthor InformationDr. Ali Jahanian graduated with a Ph.D. from the School of Electrical and Computer Engineering at Purdue University, and is currently at the Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory. Tab Content 6Author Website:Countries AvailableAll regions |
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