艺术作品的结构稳定性和热力学
1Mechanics and Materials Unit, Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan.
概括
我们通过将原始图像与"融化"版本进行比较,开发了一种新的图像清晰度度指标. 这种结构稳定度量度量化图像模式,并帮助艺术家和科学家分析视觉数据.
科学领域:
- 数字图像分析 数字图像分析
- 计算艺术 计算艺术
- 图像处理 图像处理
背景情况:
- 评估图像清晰度对于数字艺术和科学分析至关重要.
- 现有的指标可能无法完全捕捉结构完整性或颜色细微差别.
- 数字艺术家经常使用"放大"方法来评估视觉影响.
研究的目的:
- 引入一种用于量化数字图像清晰度的新指标.
- 为了证明该指标在不同应用中的多功能性.
- 探索颜色作为视觉艺术中的状态变量的作用.
主要方法:
- 一种基于比较原始图像与逐渐"融化"的对应图像 (相邻的像素对翻转) 的新度量.
- 通过测量稳定模式的存在来评估结构稳定性.
- 对图像压缩和颜色量化进行测试,以测试该指标的稳定性.
- 适用于纹理图像分析,物理系统 (Potts模型) 和数字艺术色彩理论.
主要成果:
- 该度量为均/随机图像赋予零值,为图案图像赋予有限值.
- 该指标尊重色彩多样性,并且对常见的图像操纵具有强大性.
- 在分析纹理图像和物理系统转换方面表现出有效性.
- 证实了颜色作为影响艺术清晰度的状态变量的作用.
结论:
- 结构稳定度指标是从数字图像中提取细微结构信息的通用工具.
- 它增强了科学和创意领域的决策,帮助艺术家优化设计.
- 将结构稳定性与香农的结合,为艺术创作提供了一个导航工具.
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