现代电影技术Issue(5)：70-76,7.DOI:10.3969/j.issn.1673-3215.2025.05.009
AI技术在影视创作生产中的应用与优化路径探索
Investigating the applications and optimization trajectories of artificial intelli-gence in cinematic content creation and production
摘要
Abstract
In recent years,artificial intelligence(AI)technology has been rapidly transforming the methodologies of film and television production.However,its widespread adoption faces significant bottlenecks,including the demand for high-perfor-mance hardware and substantial computational power,as well as the emotional deficiency in AI-generated content.This study proposes and examines a lightweight AI solution based on model pruning and quantization to reduce hardware de-pendency.Additionally,we introduce an emotion-enhanced generation technique driven by affective knowledge graphs to improve the emotional depth and artistic value of AI-generated content.By integrating technological optimization with cin-ematic applications,this research provides innovative strategies and practical pathways to address the hardware con-straints and emotional limitations of AI in film and television production.关键词
人工智能/视频编辑/影视创作生产/情感知识图谱/模型剪枝Key words
Artificial Intelligence/Video Editing/Film and Television Production/Affective Knowledge Graph/Model Pruning分类
艺术学引用本文复制引用
何川,陈矿..AI技术在影视创作生产中的应用与优化路径探索[J].现代电影技术,2025,(5):70-76,7.基金项目
2024年成都市哲学社会科学规划项目"跨文化视野下成都城市形象建构与国际传播研究"(2024BS061) （2024BS061）
眉山市哲学社会科学重点研究基地三苏文化研究中心资助项目"跨文本视域下三苏文化活态传承与美育价值研究"(SS24YB001). （SS24YB001）
