| 注册
首页|期刊导航|现代电影技术|基于深度学习的电影智能化摄制技术研究

基于深度学习的电影智能化摄制技术研究

胡堃 解沛

现代电影技术Issue(3):12-19,8.
现代电影技术Issue(3):12-19,8.

基于深度学习的电影智能化摄制技术研究

Research on intelligent filmmaking technology based on deep learning

胡堃 1解沛2

作者信息

  • 1. 悉尼大学计算机科学学院,澳大利亚新南威尔士州 2006
  • 2. 中国电影科学技术研究所(中央宣传部电影技术质量检测所),北京 100086
  • 折叠

摘要

Abstract

Deep learning technology has been widely used in different fields in recent years,significantly improving produc-tion efficiency in various industries.As the film industry has moved to a stage of high-quality transformation and develop-ment,to apply deep learning technology to the film industry and promote its quality and upgrade,this paper focuses on the whole filmmaking process.We combine advanced technology and practical applications,compiling and reviewing the cur-rent research progress of deep learning technology in various aspects of intelligent filmmaking.This paper also analyses the development and offers a prospect of the future trends of combining deep learning and filmmaking.According to the analysis,deep learning has mature applications in semantic segmentation and image enhancement,and researchers should strengthen research in more creative aspects and pay more attention to copyright regulations in the future.

关键词

深度学习/电影摄制技术/神经网络/生成模型/智能化

Key words

Deep Learning/Filmmaking Technology/Neural Network/Generative Model/Intelligent

分类

社会科学

引用本文复制引用

胡堃,解沛..基于深度学习的电影智能化摄制技术研究[J].现代电影技术,2024,(3):12-19,8.

现代电影技术

OACSTPCD

1673-3215

访问量0
|
下载量0
段落导航相关论文