收稿日期: 2013-02-28
修回日期: 2013-06-22
网络出版日期: 2013-08-01
基金资助
国家自然科学基金资助项目(60902081, 60902052);高等学校学科创新引智计划项目(B08038)
Frame Type Detection Method for Packet- Layer Model of Video Quality Assessment
Received date: 2013-02-28
Revised date: 2013-06-22
Online published: 2013-08-01
Supported by
国家自然科学基金资助项目(60902081, 60902052);高等学校学科创新引智计划项目(B08038)
苏洪磊 李兵兵 杨付正 . 用于视频质量包层评估模型的帧类型检测方法[J]. 华南理工大学学报(自然科学版), 2013 , 41(9) : 28 -33 . DOI: 10.3969/j.issn.1000-565X.2013.09.005
In order to improve the performance of the packet- layer quality assessment model of networked video,a frame type detection method without any help of video decoding is proposed only by using the information extracted from the packet header of the video stream.In this method,first,the statistical law of the compressed data of each type of frame is obtained according to the characteristics of different types of frames.Next,the dynamic threshold method is employed to preliminarily estimate the type of each frame in a sliding window.Then,the preliminary estimation results are modified based on the periodicity of group of pictures.Finally,the prediction structures of B- frames are determined by using the Spearman’ s rank correlation coefficient.Experimental results show that,as compared with the method based only on dynamic thresholds,the proposed method achieves a detection accuracy increment of about 20.04%.
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