标题:LLE-based Video Hashing for Video Identification
作者:Nie, Xiushan; Qiao, Jianping; Liu, Ju; Sun, Jiande; Li, Xinchao; Liu, Wei
通讯作者:Nie, XS
作者机构:[Nie, Xiushan] Shandong Univ Finance, Sch Comp & Informat Engn, Jinan 250014, Peoples R China.; [Nie, Xiushan; Liu, Ju; Sun, Jiande; Li, Xinchao] Sh 更多
会议名称:IEEE 10th International Conference on Signal Processing
会议日期:OCT 24-28, 2010
来源:2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III
出版年:2010
页码:1837-+
关键词:video identification; video hashing; LLE
摘要:As web video databases tend to contain immense copies with the explosive growth of online videos, effective and efficient copy identification techniques are required for content management and copyrights protection. To this end, this paper presents a novel video hashing for video copy identification based on Locally Linear Embedding (LLE). It maps the video to a low-dimensional space through LLE, which is invariant to translation, rotation and rescaling. In this way, we can use the points mapped from the video to play as a robust hashing. Meanwhile, to detect copies which are parts of original videos or contain a clip that comes from original. A dynamic sliding window is applied for matching. Experimental results show that the video hashing is of good robustness and discrimination.
收录类别:CPCI-S
WOS核心被引频次:3
资源类型:会议论文
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