Near-duplicate video clips detection with motion based video fingerprinting

Author

Sun, Zhonghua ; Wang, Chun ; Jia, Kebin

Author_Institution

Sch. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China

Volume

1

fYear

2011

fDate

15-17 Oct. 2011

Firstpage

456

Lastpage

459

Abstract

Recent rapid development in video capture and broadband communication technologies have brought video content production into an explosive growth era. However, more and more near-duplicate video clips spread over the Internet. It not only lowers the retrieval efficiency but also wastes the network bandwidth and storage space. Therefore effective and efficient detection of near-duplicate video clips become a challenging issue. In this paper a video fingerprinting based scheme is proposed to detect the near-duplicate video clips. Video fingerprint consists of two motion features, including motion magnitude and motion activity. Experimental results on detecting near-duplicate video clips over several kinds of video data show the effectiveness and efficiency of the proposed combined scheme based on video fingerprint.

Keywords

Internet; image motion analysis; video signal processing; Internet; broadband communication; motion activity; motion based video fingerprinting; motion magnitude; near-duplicate video clips detection; network bandwidth; retrieval efficiency; storage space; video capture; video content production; Equations; Feature extraction; Fingerprint recognition; Lighting; Manganese; Vectors; Watermarking; combined scheme; near-duplicate; video fingerprint;

fLanguage

English

Publisher

ieee

Conference_Titel

Image and Signal Processing (CISP), 2011 4th International Congress on

Conference_Location

Shanghai

Print_ISBN

978-1-4244-9304-3

Type

conf

DOI

10.1109/CISP.2011.6099987

Filename

6099987