Human visual system features enabling watermarking

J. Delaigle, C. Vleeschouwer, B. Macq, R. Lagendijk
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引用次数: 66

Abstract

Digital watermarking consists of hiding subliminal information into digital media content, also called host data. It can be the basis of many applications, including security and media asset management. In this paper, we focus on the imperceptibility requirement for image watermarking. We present the main features of the human visual system (HVS) to be translated into watermarking technology. This paper highlights the need for dedicated inputs from the human vision community. The human visual system (HVS) is very complex and able to deal with a huge amount of information. Roughly speaking, it is composed of a receiver with a pre-processing stage, the eye and the retina, a transmission channel, the optic nerve, and a processing engine, the visual cortex. Mainly because of our lack of knowledge about brain behavior, i.e. about the way a stimulus is processed through its huge neural network, the large effort to understand and model the HVS behavior has partly remained fruitless. The aim of this paper is not to provide a thorough description of the HVS. For complete HVS models and more specific details, the reader is referred to existing literature. Here, we only try to understand, in a synthetic way and from an engineering perspective, the HVS features on which the designer of a watermarking algorithm can rely, i.e. its sensitivity and masking capabilities.
人类视觉系统的特征使水印
数字水印是将潜意识信息隐藏到数字媒体内容中,也称为主机数据。它可以作为许多应用程序的基础,包括安全和媒体资产管理。本文主要研究了图像水印的不可感知性要求。我们提出了人类视觉系统(HVS)的主要特征转化为水印技术。本文强调了对人类视觉社区专门投入的需求。人类的视觉系统(HVS)非常复杂,能够处理大量的信息。粗略地说,它由具有预处理阶段的接收器、眼睛和视网膜、传输通道、视神经和处理引擎、视觉皮层组成。主要是因为我们缺乏对大脑行为的了解,即关于刺激是如何通过其庞大的神经网络处理的,理解和模拟HVS行为的巨大努力在一定程度上仍然是徒劳的。本文的目的不是提供对HVS的全面描述。完整的HVS模型和更具体的细节,读者可参考现有文献。在这里,我们只是试图以综合的方式和从工程的角度来理解水印算法设计者可以依赖的HVS特征,即它的灵敏度和掩蔽能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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