现代电影技术Issue(4)：4-12,9.DOI:10.3969/j.issn.1673-3215.2025.04.001
基于AIGC的数字人驱动技术在电影制作中的应用研究
An exploration towards the application of human motion generation technology under AIGC in film production
摘要
Abstract
With the rapid development of artificial intelligence generated content(AIGC)technology,human motion genera-tion technology has received increasing attention and is expected to play a key role in future film production.This paper systematically reviews current research of human motion generation technology.In response to challenges such as the scarcity of training data and limitations in generation time within the field of film production,we proposes an innovative hu-man motion generation system for film production.Built upon a diffusion model,the system enables high-quality motion generation from text input and offers a set of predefined motion templates,providing reliable technical support for digital hu-man animation in film production workflows.Finally,the paper analyzes and looks ahead to the future development trends of AIGC technology in film production,highlighting its role in enhancing the efficiency of screenwriting,personalized charac-ter creation,and intelligent scene interaction,ultimately improving the overall efficiency of film production.关键词
人工智能生成内容(AIGC)/电影制作/数字人驱动生成/扩散模型/多模态数据融合Key words
Artificial Intelligence Generated Content(AIGC)/Film Production/Human Motion Generation/Diffusion Models/Multimodal Data Fusion分类
计算机与自动化引用本文复制引用
李梦甜,翟承硕..基于AIGC的数字人驱动技术在电影制作中的应用研究[J].现代电影技术,2025,(4):4-12,9.基金项目
国家自然科学基金青年科学基金项目"有限标注下的室内三维场景感知与编辑关键方法研究"(62402306) （62402306）
上海市"科技创新行动计划"自然科学基金项目"复杂室内三维场景细粒度感知关键方法研究"(24ZR1422400). （24ZR1422400）
