AI技术在电视节目视频图像处理中的应用

The Application of AI Technology in Video Image Processing of TV Programs

摘要

在超高清电视普及与多模态人工智能技术爆发的双重驱动下，传统电视节目的制作、播出及资产维护模式正经历着前所未有的范式变革。本文系统梳理了视频超分辨率重建、基于深度学习的画质修复、智能视频分割与多目标追踪、以及生成式视频内容创作等关键技术在电视节目制播中的应用，分析了AI在老旧电视栏目数字化重制、新闻直播画面实时增强、影视剧中后期特效制作等领域的应用。文章针对当前AI视频处理面临的计算开销、时序一致性失真、以及版权和真实性伦理等问题提出了解决措施。

Abstract

Driven by the widespread adoption of ultra-high-definition televisions and the explosive growth of multimodal artificial intelligence technologies, the traditional production, broadcasting, and asset maintenance models of television programs are undergoing an unprecedented paradigm shift. This article systematically reviews the application of key technologies such as video super-resolution reconstruction, image quality restoration based on deep learning, intelligent video segmentation and multi-target tracking, as well as generative video content creation in television program production and broadcasting. It also analyzes the application of AI in the digitization remastering of old television programs, real-time enhancement of news live broadcasts, and post-production effects creation in TV dramas. The article proposes solutions to the current problems faced by AI video processing, such as computational overhead, temporal consistency distortion, as well as copyright and authenticity ethics issues.

关键词

人工智能 / 视频图像处理 / 超分辨率 / 画质修复 / AIGC

Key words

Artificial Intelligence / video image processing / super resolution / image quality restoration / AIGC

参考文献

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