The Use of Digital Media Arts in Animation Filmmaking in the Age of Digital Intelligence

IF 3.1 Q1 Mathematics Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI:10.2478/amns-2024-0264
Linye Tang
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Abstract

The development of digital media art has brought a broader application prospect for the production of digital animation movies. The incorporation of Digital Media Arts into Animation Filmmaking during the Age of Digital Intelligence The DTW algorithm is selected to temporally regularize and align the motion data of the animated character, and the motion model is downsized and optimized by combining with the PCA method, to obtain the motion sequence with the characteristics of the animated character itself. The multi-scale method is utilized to decompose the original motion data when combined with motion capture technology to establish a 3D motion database. Analyze the motion connection curves between different video clips and the generated animation data after and before motion modeling using the 3D motion database of broadcast gymnastics. Analyzing the drawing efficiency of virtual character models is done using an ordinary human character model with different voxel accuracy. Before the motion library modeling, the average joint error measured in degrees was 10.012°, as indicated by the data. The modeling procedure results in a reduction of the average joint error to 4.281°. The accuracy of animated character generation motion can be improved by using motion modeling. Character motion generation suggestions for animated movie production are provided in this study.
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数字媒体艺术在数字智能时代动画电影制作中的应用
数字媒体艺术的发展为数字动画电影的制作带来了更为广阔的应用前景。数字智能时代数字媒体艺术在动画电影制作中的融入 选用 DTW 算法对动画人物的运动数据进行时间规整和配准,并结合 PCA 方法对运动模型进行缩减和优化,得到具有动画人物自身特征的运动序列。结合动作捕捉技术,利用多尺度方法对原始动作数据进行分解,建立三维动作数据库。利用广播体操三维运动数据库,分析不同视频片段和生成的动画数据在运动建模后和建模前的运动连接曲线。利用不同体素精度的普通人角色模型,分析虚拟角色模型的绘制效率。数据显示,在运动库建模前,以度为单位测量的平均关节误差为 10.012°。建模后,平均关节误差降至 4.281°。使用运动建模可以提高动画人物动作生成的准确性。本研究为动画电影制作提供了角色动作生成建议。
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来源期刊
Applied Mathematics and Nonlinear Sciences
Applied Mathematics and Nonlinear Sciences Engineering-Engineering (miscellaneous)
CiteScore
2.90
自引率
25.80%
发文量
203
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