Privacy-preserving multimedia cloud computing via compressive sensing and sparse representation

Li Wei Kang*, Kahlil Muchtar, Jyh Da Wei, Chih Yang Lin, Duan Yu Chen, Chia Hung Yeh

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

10 引文 斯高帕斯(Scopus)

摘要

Cloud computing is an emerging technology developed for providing various computing and storage services over the Internet. In this paper, we proposed a privacy-preserving cloud-aware scenario for compressive multimedia applications, including multimedia compression, adaptation, editing/manipulation, enhancement, retrieval, and recognition. In the proposed framework, we investigate the applicability of our/existing compressive sensing (CS)-based multimedia compression and securely compressive multimedia 'trans-sensing' techniques based on sparse coding for securely delivering compressively sensed multimedia data over a cloud-aware scenario. Moreover, we also investigate the applicability of our/existing sparse coding-based frameworks for several multimedia applications by leveraging the strong capability of a media cloud. More specifically, to consider several fundamental challenges for multimedia cloud computing, such as security and network/device heterogeneities, we investigate the applications of CS and sparse coding techniques in multimedia delivery and applications. As a result, we can build a unified cloud-aware framework for privacy-preserving multimedia applications via sparse coding.

原文英語
主出版物標題Proceedings - 3rd International Conference on Information Security and Intelligent Control, ISIC 2012
頁面246-249
頁數4
DOIs
出版狀態已發佈 - 2012
對外發佈
事件3rd International Conference on Information Security and Intelligent Control, ISIC 2012 - Yunlin, 臺灣
持續時間: 2012 8月 142012 8月 16

出版系列

名字Proceedings - 3rd International Conference on Information Security and Intelligent Control, ISIC 2012

會議

會議3rd International Conference on Information Security and Intelligent Control, ISIC 2012
國家/地區臺灣
城市Yunlin
期間2012/08/142012/08/16

ASJC Scopus subject areas

  • 人工智慧
  • 資訊系統

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