吉林大学学报(信息科学版) ›› 2015, Vol. 33 ›› Issue (1): 39-44.

• 论文 • 上一篇    下一篇

基于颜色加权的新闻视频镜头检测方法

张晶, 王学军, 蒋恩源   

  1. 吉林大学 通信工程学院, 长春 130012
  • 收稿日期:2014-04-21 出版日期:2015-01-24 发布日期:2015-03-20
  • 作者简介:张晶(1989—), 女, 吉林农安人, 吉林大学硕士研究生, 主要从事新闻视频语义分析研究, (Tel)86-13578789271(E-mail)qingniaoasd@163.com;王学军(1966—), 男, 长春人, 吉林大学副教授, 硕士生导师, 主要从事多媒体数据库检索研究, (Tel)86-13504301042(E-mail)xjwang@jlu.edu.cn。

News Video Shot Detection Based on Weighted Color

ZHANG Jing, WANG Xuejun, JIANG Enyuan   

  1. College of Communication Engineering, Jilin University, Changchun 130012, China
  • Received:2014-04-21 Online:2015-01-24 Published:2015-03-20

摘要:

针对新闻视频镜头切变时颜色特征的变化, 提出了一种基于颜色直方图加权的方法, 即采用加权颜色直方图作为特征求相邻两帧的帧间差, 并与自适应阈值进行比较, 确定潜在的镜头边界。同时针对新闻视频中经常出现的闪光灯现象对镜头检测的影响, 采用改进的滑动窗口法进行二次检验, 进一步确定镜头边界, 有效减少了视频中物体运动过快对镜头边界检测的影响。实验结果表明, 该方法与传统方法相比, 其检测效果较好, 且计算复杂度低, 易于实现。

关键词: 镜头检测, 颜色加权, 自适应阈值, 滑动窗口

Abstract:

Aiming at the change of color characteristics when news video shot transit, a method based on the weighted color histogram is proposed. The weighted color histogram is used to calculate the difference in the two adjacent frames. Then compare the difference with the adaptive threshold to determine the potential shot boundaries. In addition, in order to filter out the impact of flashlight scenes which is often appears in the video and determine the final shot boundary, the method of secondary detection is used which is based on an improved method of sliding window, and the method reduces the impact of rapid motions in videos effectively. The experimental results show that the method is easy to implement and it performs better result and lower complexity.

Key words: shot detection, weighted color, adaptive threshold, sliding window

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