深度学习技术在影视后期制作中的应用(上)

Application of Deep Learning Technology in Film Post-production(Part 1)

近年来,人工智能(Artificial Intelligence)是各个领域都在提及的热门话题。关于人工智能的应用已有了各项科研计划和产业布局,而人工智能在影视行业的研究和布局也在进行。本文主要介绍深度学习技术在图像、视频处理等方面的国内外现状以及典型的应用案例,同时针对影视后期制作如片花制作、视频抠像、视频调色、视频风格化、影视广告、影视视频生成等几个方面提出深度学习可能的应用。最后论文将阐述深度学习技术在影视制作领域的未来应用前景与发展趋势。

Artificial Intelligence has been a hot topic in recent years. There are various scientific research plans and industrial layouts for the application of artificial intelligence, and its application in the film industry has also received more attention. This paper mainly introduces current situation of deep learning technology in image and video processing at home and abroad, along with typical application cases. Proposing the use of deep learning in film post-production procedures. At the end, the paper will provide prospects and development trends of deep learning technology in the field of film and television production.