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Algorithms and Architectures for Secure Embedded Multimedia Systems

机译:安全嵌入式多媒体系统的算法和体系结构

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摘要

Embedded multimedia systems provide real-time video support for applications in entertainment (mobile phones, internet video websites), defense (video-surveillance and tracking) and public-domain (tele-medicine, remote and distant learning, traffic monitoring and management). With the widespread deployment of such real-time embedded systems, there has been an increasing concern over the security and authentication of concerned multimedia data.While several (software) algorithms and hardware architectures have been proposed in the research literature to support multimedia security, these fail to address embedded applications whose performance specifications have tighter constraints on computational power and available hardware resources.The goals of this dissertation research are two fold:1. To develop novel algorithms for joint video compression and encryption. The proposed algorithms reduce the computational requirements of multimedia encryption algorithms. We propose an approach that uses the compression parameters instead of compressed bitstream for video encryption.2. Hardware acceleration of proposed algorithms over reconfigurable computing platforms such as FPGA andover VLSI circuits. We use signal processing knowledge to make the algorithms suitable for hardware optimizations and try to reduce the critical path of circuits using hardware-specific optimizations.The proposed algorithms ensures a considerable level of security for low-power embedded systems such as portable video players and surveillance cameras. These schemes have zero or little compression losses and preserve the desired properties of compressed bitstream in encrypted bitstream to ensure secureand scalable transmission of videos over heterogeneous networks.They also support indexing, search and retrieval in secure multimedia digital libraries. This property is crucial not only for police and armed forces to retrieve information about a suspect from a large video database of surveillance feeds, but extremely helpful for data centers (such as those used by youtube, aol and metacafe) in reducing the computation cost in search and retrieval of desired videos.
机译:嵌入式多媒体系统为娱乐(移动电话,互联网视频网站),国防(视频监视和跟踪)和公共领域(远程医疗,远程和远程学习,交通监控和管理)中的应用提供实时视频支持。随着这样的实时嵌入式系统的广泛部署,有关多媒体数据的安全性和认证越来越引起人们的关注。尽管在研究文献中提出了几种(软件)算法和硬件体系结构来支持多媒体安全性,但是这些未能解决性能规格对计算能力和可用硬件资源有严格限制的嵌入式应用程序。本文的研究目标有两个:1。开发用于联合视频压缩和加密的新颖算法。所提出的算法降低了多媒体加密算法的计算要求。我们提出一种使用压缩参数代替压缩比特流进行视频加密的方法。2。在可重配置的计算平台(例如FPGA)和VLSI电路上,提出的算法的硬件加速。我们使用信号处理知识来使算法适合于硬件优化,并尝试使用针对特定硬件的优化来减少电路的关键路径。所提出的算法为便携式视频播放器和监控器等低功耗嵌入式系统确保了相当高的安全性相机。这些方案的压缩损失为零或几乎没有,并在加密的比特流中保留了压缩比特流的所需属性,以确保在异构网络上安全,可扩展地传输视频。它们还支持在安全的多媒体数字图书馆中进行索引,搜索和检索。此属性不仅对于警察和武装部队从大型监视提要的视频数据库中检索有关嫌疑人的信息至关重要,而且对于数据中心(例如youtube,aol和metacafe所使用的数据中心)在降低计算成本方面极为有用。搜索和检索所需的视频。

著录项

  • 作者

    Pande, Amit;

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  • 年度 2010
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  • 原文格式 PDF
  • 正文语种 en
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