Recent advances in artificial intelligence for video production system

IF 4.4 4区计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

Enterprise Information Systems Pub Date : 2023-08-17 DOI:10.1080/17517575.2023.2246188

Yu-Feng Huang, ShiJuan Lv, Kuo-Kun Tseng, Pin-Jen Tseng, Xin Xie, Regina Fang-Ying Lin

引用次数: 1

Abstract

ABSTRACT The emergence of AI has revolutionized video production, enabling innovative approaches in artistic creation. With self-media's rise and demand for user-generated content, AI drives personalized, efficient video production. However, research lacks comprehensive reviews of AI's impact on film and TV. This study fills the gap by analyzing AI's influence using a five-sub-field framework. Through literature integration, we assess AI video production's potential, proposing a new process paradigm. This research sheds light on AI's transformative role, guiding efficient, personalized film and TV production, and inspiring deep learning-based advancements. This paper acts as a roadmap for maximizing AI's potential in enhancing production quality and efficiency.

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人工智能在视频制作系统中的最新进展

摘要人工智能的出现彻底改变了视频制作，使艺术创作能够采用创新的方法。随着自媒体的兴起和对用户生成内容的需求，人工智能推动了个性化、高效的视频制作。然而，研究缺乏对人工智能对电影和电视的影响的全面综述。本研究通过使用五个子领域框架分析人工智能的影响来填补这一空白。通过文献整合，我们评估了人工智能视频制作的潜力，提出了一种新的过程范式。这项研究揭示了人工智能的变革作用，指导高效、个性化的电影和电视制作，并激发基于深度学习的进步。本文为最大限度地发挥人工智能在提高生产质量和效率方面的潜力提供了路线图。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Enterprise Information Systems 工程技术-计算机：信息系统

CiteScore

11.00

自引率

6.80%

发文量

审稿时长

6 months

期刊介绍： Enterprise Information Systems (EIS) focusses on both the technical and applications aspects of EIS technology, and the complex and cross-disciplinary problems of enterprise integration that arise in integrating extended enterprises in a contemporary global supply chain environment. Techniques developed in mathematical science, computer science, manufacturing engineering, and operations management used in the design or operation of EIS will also be considered.