Searching for Near-duplicate Video Sequences From a Scalable Sequence Aligner

被引:0
|
作者
de Oliveira, Leonardo S. [1 ]
do Patrocinio, Zenilton K. G., Jr. [1 ]
Guimaraes, Silvio Jamil F. [1 ]
Gravier, Guillaume [2 ]
机构
[1] Pontificia Univ Catolica Minas Gerais, ICEI, VIPLAB, Belo Horizonte, MG, Brazil
[2] IRISA, TEXMEX Bretagne Atlantique, Rennes, France
关键词
Videoclip localization; sequence aligner; multimedia retrieval;
D O I
10.1109/ISM.2013.42
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Near-duplicate video sequence identification consists in identifying real positions of a specific video clip in a video stream stored in a database. To address this problem, we propose a new approach based on a scalable sequence aligner borrowed from proteomics. Sequence alignment is performed on symbolic representations of features extracted from the input videos, based on an algorithm originally applied to bio-informatics. Experimental results demonstrate that our method performance achieved 94% recall with 100% precision, with an average searching time of about 1 second.
引用
收藏
页码:223 / 226
页数:4
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