计算美学的计算智能方法

Q1 Computer Science
E. Lakshika, M. Barlow
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引用次数: 1

摘要

计算美学是一个研究领域,试图开发计算方法,可以执行类似人类的审美判断。审美判断通常是主观的,因此,美学计算模型的开发是极具挑战性的。本章总结了计算美学领域的进展,以及计算智能技术如何应用于艺术和美学领域,从简单的分类问题到更高级的问题,如艺术品、故事和模拟的自动生成。本章最后总结了需要解决的主要挑战,以及为了在计算美学及其应用领域取得重大进展而需要采取的未来方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computational Intelligence Approaches to Computational Aesthetics
Computational aesthetics is an area of research that attempts to develop computational methods that can perform human-like aesthetic judgements. Aesthetic judgements are often subjective, and as such, the development of computational models of aesthetics is highly challenging. This chapter summarizes the advancements in the area of computational aesthetics and how computational intelligence techniques are applied in art and aesthetics ranging from simple classification problems to more advanced problems such as automatic generation of art artefacts, stories, and simulations. The chapter concludes by summarizing major challenges that need to be addressed, and future directions that need to be undertaken in order to make significant advancements in the area of computational aesthetics and its applications.
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来源期刊
Foundations and Trends in Human-Computer Interaction
Foundations and Trends in Human-Computer Interaction Computer Science-Computer Science Applications
CiteScore
10.10
自引率
0.00%
发文量
2
期刊介绍: Foundations and Trends® in Human-Computer Interaction publishes surveys and tutorials in the following topics: - History of the research community - Design and Evaluation - Theory - Technology - Computer Supported Cooperative Work - Interdisciplinary influence - Advanced topics and trends - Information visualization
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