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APP图标计算审美评估

Computational Aesthetics of APP Icons

  • 摘要: 近年来,计算美学已经成为一个活跃的研究领域.移动终端APP充斥着人们的生活,但关于APP图标的计算美学评估却鲜有尝试.提出一个基于设计准则感知模型的APP图标计算审美评估框架.首先定义一些特征变量量化评估APP图标中的某些方面,如色彩度、和谐度、对比度,同时收集了60名志愿者对240个APP图标在色彩度、和谐度、对比度以及美感的人工评估结果,然后构建相应统计线性回归模型.实验结果表明APP图标计算审美模型可以解释84%~91%人类对APP图标中的色彩度、和谐度、对比度以及美感的判断,并与人工评估结果具有高度显著相关.

     

    Abstract: In recent years,computational aesthetics has become an active research field.Mobile device applications(APP)have covered every aspect of life and become an indispensable part of people’s daily life.Unfortunately,few attempts have been made toward the computational evaluation of APP icon aesthetics.A framework for computational aesthetic evaluation of APP icons is proposed.A set of feature variables is defined to evaluate some aspects of APP icons,such as colorfulness,harmony and contrast.The human subjective ratings of 60 volunteers on the colorfulness,harmony,contrast and aesthetics of APP icons are also collected,and the statistical linear regression models are constructed.The results show that proposed regression models can explain 84%-91%of human judgments on colorfulness,harmony,contrast and aesthetics of APP icons,and the evaluation scores of proposed models are highly correlated with manual evaluation scores.

     

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