Colors $-$Messengers of Concepts: Visual Design Mining for Learning Color Semantics
ACM Transactions on Computer-Human Interaction (TOCHI), Volume 24, Issue 1, 2017.
We study the concept of color semantics by modeling a dataset of magazine cover designs, evaluating the model via crowdsourcing, and demonstrating several prototypes that facilitate color-related design tasks. We investigate a probabilistic generative modeling framework that expresses semantic concepts as a combination of color and word d...More
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