认知色彩主题设计:织物设计的新途径

Dejun Zheng, Yu Han, G. Baciu, Jinlian Hu
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引用次数: 9

摘要

时装设计师认为色彩构成是色调、深浅和色调的集合,通常类似于抽象或自然的主题。色彩和色调的调整是最常见的织物设计操作。色彩和色调风格的调整是新面料设计创作中涉及的认知过程的一部分。在这个过程中,一个具有挑战性的问题是给定一组与主题或主题相关的自然图像,问题是发现观察者或在我们的例子中,织物设计师感知到的连接纹理和色调的潜在认知关系。这些关系在与原始主题相似的颜色和色调的最佳组合中达到高潮,其中颜色模板是根据相关的口头描述定义的。我们将织物的设计过程定义为一个认知过程,同时考虑多种色调,以形成一个理想的主题,以及织物的纹理特征。本文将颜色组合和纹理知识结合到织物设计过程中,以自动生成从给定的自然或抽象主题中学习到的颜色组合。我们证明,使用颜色主题关联可以自动生成新的织物设计,这些设计可以与复杂的商业设计相媲美,否则即使是经验丰富的设计师也很难生成。初步实验证实了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design through cognitive color theme: A new approach for fabric design
Fashion designers conceive color composition as an ensemble of tones, shades and tints that often resemble an abstract or natural theme. Color and tone adjustments are among the most frequent fabric design operations. Color and tone style adjustments are part of a generic process of cognition involved in the creation of new fabric designs. A challenging problem in this process is given a s et of natural images associated with a subject or a theme, the problem is to discover the underlying cognitive relationships that connect textures and color tones that are perceived by an observer or in our case, a fabric designer. These relationships culminate in optimal combinations of colors and tones that resemble the original theme in which a template of colors is defined with respect to an associated verbal description. We formulate the fabric design process as a cognitive process that simultaneously considers multiple color tones to form a desired theme as well as texture characteristics in the fabric. In this paper, we incorporate color assembly and texture knowledge in the fabric design process in order to automatically produce the color combinations learnt from a given natural or abstract theme. We demonstrate that the use of color theme associations can automatically generate new fabric designs that rival complex commercial designs that are otherwise difficult to generate even by experienced designers. Preliminary experiments confirm the effectiveness of our method.
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