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An Overview of Information Hiding in H.264/AVC Compressed Video

机译:H.264 / AVC压缩视频中的信息隐藏概述

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摘要

Information hiding refers to the process of inserting information into a host to serve specific purpose(s). In this paper, information hiding methods in the H.264/AVC compressed video domain are surveyed. First, the general framework of information hiding is conceptualized by relating the state of an entity to a meaning (i.e., sequences of bits). This concept is illustrated by using various data representation schemes such as bit plane replacement, spread spectrum, histogram manipulation, divisibility, mapping rules, and matrix encoding. Venues at which information hiding takes place are then identified, including prediction process, transformation, quantization, and entropy coding. Related information hiding methods at each venue are briefly reviewed, along with the presentation of the targeted applications, appropriate diagrams, and references. A timeline diagram is constructed to chronologically summarize the invention of information hiding methods in the compressed still image and video domains since 1992. A comparison among the considered information hiding methods is also conducted in terms of venue, payload, bitstream size overhead, video quality, computational complexity, and video criteria. Further perspectives and recommendations are presented to provide a better understanding of the current trend of information hiding and to identify new opportunities for information hiding in compressed video.
机译:信息隐藏是指将信息插入主机以达到特定目的的过程。本文研究了H.264 / AVC压缩视频域中的信息隐藏方法。首先,通过将实体的状态与含义(即位序列)相关联来概念化信息隐藏的一般框架。通过使用各种数据表示方案(例如位平面替换,扩频,直方图操纵,可分割性,映射规则和矩阵编码)来说明此概念。然后识别发生信息隐藏的场所,包括预测过程,变换,量化和熵编码。简要回顾了每个场所的相关信息隐藏方法,以及目标应用程序的呈现,适当的图表和参考。建立时间轴图以按时间顺序总结自1992年以来在压缩静态图像和视频域中信息隐藏方法的发明。还对考虑的信息隐藏方法进行了比较,包括场地,有效负载,比特流大小开销,视频质量,计算复杂度和视频标准。提出了进一步的观点和建议,以更好地理解信息隐藏的当前趋势,并为压缩视频中的信息隐藏找到新的机会。

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