沙画图像特征的可计算美学分析

Computational Aesthetics Analysis on Sand Painting Style

沙画是一种风靡全球的新视觉艺术形式,计算机沙画艺术方兴未艾。在可计算美学的研究框架下,引入了色彩模式、主题色、色相环、Benford度量、分形维、全局对比因子、Shannon熵、彩色度、数据场复杂度、Tamura纹理等量化特征维,对沙画艺术的创作风格进行了数值计算和统计,探索了静态沙画图像的可计算美学分析。实验结果表明,计算机辅助的客观美学评价能够一定程度上反映不同沙画作品创作风格上的异同点,基本符合人类主观审美认知,作为构建计算机沙画艺术与沙画表演作品之间的有益桥梁,可为沙画艺术创作风格的主观评价提供客观依据和量化补充,也为计算机沙画艺术自动创作提供参考和借鉴。

Sand painting is a very new and popular performance art technique, and the researches on computer-aided sand painting are growing rapidly, but most of the current works seem to be biased. Various features, including color pattern, color theme, color wheel, Benford index, fractal dimension, global contrast factor, Shannon entropy, colorfulness, data field complexity and Tamura texture, are introduced into the framework of computational aesthetics,and several sand performers are involved into the numerical calculation and statistics of sand painting art style. Then the computational aesthetics analysis on sand images is achieved. The experimental results suggest that, the computeraided aesthetic evaluations can reflect the differences and similarities among the different types of sand images,which well correspond to human aesthetic perception, and as one of the useful bridge between sand painting art and computer-aided sand animation, the quantitative supplement is proposed for the subjective evaluation of sand painting art style, and then a reference is also provided for automatic creation of computer-aided sand animation.