基于CS理论的加密视频序列中目标的跟踪算法
confidential target tracking algorithm in video sequences based on CS theory
结合压缩感知理论和古典背景加减法,本文提出了一种基于CS秘密跟踪算法,提供保密特性。该算法可以跟踪目标,并同时保护隐私权,所以它具有隐私保护的优势,其他的古典背景减法算法没有。此外,对于引入CS测量矩阵和投影的过程中,可以看作是密钥和加密的敏感区域,如果解码器是未知的,它不能被解密的关键。仿真结果表明,我们的算法能有效地重建真实形象不完全正确的测量矩阵测量,计算安全也有优势,从而可以更加有效的应用到一些保密中去。
ombined with compressive sensing theory and classical background subtraction method, this paper proposes a CS-based secrecy tracking algorithm, provided with confidential characteristic. This algorithm can track target and protect privacy synchronously, so it has the advantage of privacy protection, which other classical background subtraction algorithms doesn't have. In addition, for the introduction of CS, measurement matrix and the process of projection can be viewed as key and encryption of sensitive areas respectively, which can't be decrypted by the decoder if the key is unknown. Simulation results show that our algorithm can effectively reconstruct real image from the incomplete measurements with the right measurement matrix, and can also have the advantage of computational secure which can be more useful in some secrecy applications.
刘佳、张成、韦穗
通信
压缩传感背景减法保密测量矩阵密匙结构随机矩阵
ompressed Sensingbackground subtractionsecrecymesurement matrixkeystructured-random matrix
刘佳,张成,韦穗.基于CS理论的加密视频序列中目标的跟踪算法[EB/OL].(2013-09-16)[2025-08-11].http://www.paper.edu.cn/releasepaper/content/201309-219.点此复制
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