计算机与现代化 ›› 2011, Vol. 1 ›› Issue (6): 33-3.doi: 10.3969/j.issn.1006-2475.2011.06.010

• 图像处理 • 上一篇    下一篇

一种两阶段的关键帧提取方法

曾 华,杨汉辉   

  1. 广东医学院信息工程学院,广东 东莞 523808
  • 收稿日期:2011-03-14 修回日期:1900-01-01 出版日期:2011-06-29 发布日期:2011-06-29

A Twophase Video Keyframe Extraction Method

ZENG Hua, YANG Han-hui   

  1. College of Information Engineering, Guangdong Medical College, Dongguan 523808, China
  • Received:2011-03-14 Revised:1900-01-01 Online:2011-06-29 Published:2011-06-29

摘要: 基于联合直方图的帧间相似性在关键帧提取中存在漏检问题,而基于边缘特征的方法,虽然效果较好,但在计算复杂度方面比较高。本文结合这两种方法的优点进行两阶段的提取方法,即先用基于联合直方图的方法提取视频的候选关键帧,再用基于边缘特征的方法进行二次提取。实验结果表明,该方法提取出来的关键帧有较好的代表性,冗余度底。〖JP〗

关键词: 关键帧, 联合直方图, 对称性, 边缘特征

Abstract: The keyframe extraction algorithm based on cohisgram leads to the problem of missing extraction, while the method based on edge feature leads to the problem of high computational complex. The article proposes a method that takes advantages of the two algorithms, namely, first extracts key frames by using cohisgram, then extracts the finally key frames from the previous results. Experimental results demonstrate that frames extracted can give a good summarization of the video while avoid redundancy.

Key words: keyframe, cohistogram, symmetry, edge feature