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CONTENT PROTECTION SYSTEM USING MATCHING OBJECT FOR CLOUD BASED MULTIMEDIA

Journal: International Journal of Computer Engineering and Technology (IJCET) (Vol.10, No. 5)

Publication Date:

Authors : ;

Page : 69-74

Keywords : 3-D video; cloud applications; depth signatures; video copy detection; videofingerprinting.;

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Abstract

We propose a new idea for large-scale multimedia content protection systems. Our design leverages cloud infrastructures to provide cost efficiency, rapid deployment, scalability, and elasticity to accommodate varying workloads. The proposed system can be used to protect dif erent multimedia content types, including 2-D videos, 3-D videos, images, audio clips, songs, and music clips. The system can be deployed on private and/or public clouds. Our system has two novel components:(i) method to create signatures of 3-D videos, and (ii) distributed matching engine for multimedia objects. The signature method creates robust and representative signatures of 3-D videos that capture the depth signals in these videos and it is computationallyefficient to compute and compare as well as it requires small storage. The distributed matching engine achieves high scalability and it is designed to support dif erent multimedia objects. Weimplemented the proposed system and deployed it on two clouds:Amazon cloud and our private cloud. Our experiments with more than 11,000 3-D videos and 1 million images show the highaccuracy and scalability of the proposed system. In addition, we compared our system to the protection system used by YouTube and our results show that the YouTube protection system fails to detect most copies of 3-D videos, while our system detects more than 98% of them. This comparison shows the need for the proposed 3-D signature method, since the state-of-the-art commercial system was not able to handle 3-D videos.

Last modified: 2021-07-07 22:19:23