Application of artificial intelligence-based style transfer algorithm in animation special effects design

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2023-01-01 DOI:10.1515/comp-2022-0255

Shan Li

引用次数: 1

Abstract

Abstract Today, the rapid development of computer technology changes with each passing day. In the computer field, computer animation has rapidly grown from a new thing to a leading industry, and animation has entered the era of three-dimensional animation and computer graphics. This article aims to study the application of artificial intelligence-based style transfer algorithm in animation special effects design. It proposes methods such as adaptive loss function, style transfer process, animation special effect design, etc., and conducts related experiments on the application of style transfer algorithm in animation special effect design in the article. The experimental results show that the style transfer algorithm based on AI can effectively improve the effect of animation special effects. In this survey, more than 80% of the people are satisfied with the animation special effects design based on the style transfer algorithm.

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基于人工智能的风格转换算法在动画特效设计中的应用

在计算机技术飞速发展的今天，日新月异。在计算机领域，计算机动画从一个新生事物迅速成长为主导产业，动画进入了三维动画和计算机图形时代。本文旨在研究基于人工智能的风格迁移算法在动画特效设计中的应用。本文提出了自适应损失函数、风格转移过程、动画特效设计等方法，并对风格转移算法在动画特效设计中的应用进行了相关实验。实验结果表明，基于AI的风格迁移算法可以有效地提高动画特效的效果。在本次调查中，超过80%的人对基于风格迁移算法的动画特效设计感到满意。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.