视频帧预测算法探究

A Review on Video Prediction Algorithms

视频预测一直以来都是计算机视觉领域的热点问题,由于其广泛的实用价值和理论价值,引起了研究人员的广泛关注。该文对主流的视频帧预测算法进行了研究,首先介绍了视频预测领域的常见问题,并由基本架构对视频预测算法进行了分类,接下来介绍了该领域常用的数据集并给予评价,最后从视频预测算法的运行流程和最新的论文角度上,总结该领域算法的发展方向。

Video prediction has always been a key issue in the computer vision field.Because of its extensive pratical and theoraticalvalues,the video prediction technique has attracted attentions of many researchers.This paper reviews the main video prediction algorithms.Firstly,this paper introduce the common problems in video prediction,and classify many famous video prediction algorithms according to basic architectures.Then,the common datasets of video prediction are introduced and evaluated.Finally,on thebasis of the process of the algorithms and the latest papers,this paper summarize the development of algorithms in this field.