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Optimization of AI-Generated Animation Based on Computer-Aided Design in the Digital Media Environment

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Publicado en:Journal of Cases on Information Technology vol. 27, no. 1 (2025), p. 1-13
Autor principal: Sun, Huiting
Publicado:
IGI Global
Materias:
Artifacts
Production
Accuracy
Collaboration
Case studies
Computer aided design > CAD
Animation
Optimization
Self expression
Digital media
Mapping
Automation
Motion
Facial expressions
Geometric accuracy
Artificial intelligence
Machine learning
Smoothness
Motion pictures
Logic
Neural networks
Data collection
Algorithms
Information technology
Paradigms
Acceso en línea:Citation/Abstract
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Resumen:This study explores the integrated application of Computer-Aided Design (CAD) and Artificial Intelligence (AI) in animation production. Aiming at the bottlenecks of AI-generated animation in emotional expression, geometric accuracy, and motion smoothness, a hybrid production paradigm of “CAD definition → AI generation → CAD refinement” is proposed. Through three strategies—parametric modeling, intelligent material mapping, and AI-driven motion interpolation—and a case study of the 3D animated film Fantastic Adventure, the method's effectiveness is verified in reducing mechanical artifacts, enhancing visual realism, and improving production efficiency. The research notes that while integration technologies face challenges such as system compatibility, data security, and artistic balance, the concept of “collaboration between technical precision and artistic creativity” provides a new paradigm for the animation industry's high-quality development.
ISSN:1548-7717
1548-7725
1098-8580
1537-937X
DOI:10.4018/JCIT.382562
Fuente:ABI/INFORM Global