一种基于数字全息技术的盲音频水印算法

提出了一种基于数字全息技术的盲音频水印算法.水印图像经随机相位调制形成物光波,该物光波的傅里叶变换与参考光波发生干涉,形成傅里叶变换全息图.再利用离散余弦变换的能量压缩能力,通过量化算法把降维的水印,即傅里叶变换全息图嵌入音频信号中,在水印提取过程中不需要原始音频信号的参与.仿真实验表明,该算法对低通滤波、噪音干扰特别是剪裁具有一定的稳健性.     

基于快速神经网络架构搜索的鲁棒图像水印网络算法

为解决深度学习在图像水印算法中计算量大且模型冗余的问题,提高图像水印算法在抵抗噪声、旋转和剪裁等攻击时的鲁棒性,提出基于快速神经网络架构搜索（neural architecture search,NAS）的鲁棒图像水印网络算法。通过多项式分布学习快速神经网络架构搜索算法,在预设的搜索空间中搜索最优网络结构,进行图像水印的高效嵌入与鲁棒提取。首先,将子网络中线性连接的全卷积层设置为独立的神经单元结构,并参数化表示结构单元内节点的连接,预先设定结构单元内每个神经元操作的搜索空间;其次,在完成一个批次的数据集训练后,依据神经元操作中的被采样次数和平均损失函数值动态更新概率;最后,重新训练搜索完成的网络。水印网络模型的参数量较原始网络模型缩减了92%以上,大大缩短了模型训练时间。由于搜索得到的网络结构更为紧凑,本文算法具有较高的时间性能和较好的实验效果,在隐藏图像时,对空域信息的依赖比原始网络更少。对改进前后的2个网络进行了大量鲁棒性实验,对比发现,本文算法在CIFAR-10数据集上对抵抗椒盐噪声和旋转、移除像素行（列）等攻击优势显著;在ImageNet数据集上对抵抗椒盐高斯噪声、旋转、中值滤波、高斯滤波、JPEG压缩、裁剪等攻击优势显著,特别是对随机移除行（列）和椒盐噪声有较强的鲁棒性。     

基于DCT域的数字水印信道编码

从数字水印信道的特点出发,将各种纠错编码（error correcting coding,简称ECC）应用于水印的嵌入与提取中,并通过构造函数的方法构造出统一的综合码率进行有效的对比．实验证明了该方法有效地改善了水印的稳健性。     

DCT域双重图像数字水印算法

在简要分析DCT域数字水印算法的基础上,提出了双重图像数字水印算法,嵌入一个低频单向水印和一个基于人类视觉系统分析的中频盲水印.实验证明,该算法满足水印图像客观评价质量,能够实现两种水印的鲁棒性互补,具有方便灵活的实用价值.     

数字核酸扩增检测技术的研究与应用进展

近年来,微纳尺度流体控制技术由于具备实现多相、多步和平行反应的优势,已成为传统分析手段的首选的补充和替代方法.其与核酸扩增方法的完美结合,有效推动了数字核酸扩增检测(Digital nucleic acid detection,dNAD)技术的建立与发展.作为可实现单分子水平检测的分析方法,dNAD技术已成为分子诊断领域重要的组成部分.本文回顾了dNAD技术的发展历程,阐述了其检测原理,以及相比于传统方法的优势,对其最新研究与应用进展进行了综述,并对其未来的发展进行了展望.     

The application of digital image recognition to the analysis of two-dimensional fingerprints

High-performance liquid chromatography (HPLC) fingerprint has been commonly used in the quality control and assessment of herbal medicines, and two-dimensional (2D) fingerprint obtained by means of HPLC-diode array detector (HPLC/DAD) can provide higher reliability. In this paper, an approach to the analysis of the 2D HPLC/DAD fingerprints, which was based on digital image recognition techniques, was developed for the first time. First, wavelet transform was employed to eliminate noise signal in the 2D fingerprint, and then the 2D fingerprint was converted into grayscale image. Second, several features of the image were calculated, and hierarchical clustering. This approach was applied to the qualitative analysis of the different samples of coptis chinensis, and the clustering result of samples was all highly consistent with the real situation. Based on the densities in grayscale image, three components in standard samples were quantitative analyzed, and the obtained correlation coefficients between concentration and grayscale density were more than 0.999. Our study indicated that the analysis of the 2D HPLC/DAD fingerprint was successful based on the idea and techniques of digital image recognition techniques, and this proposed approach provided a new pathway for the analysis of two-dimensional spectrums.     

基于神经网络自联想的数字图像水印算法

基于神经网络自联想记忆功能,提出了一种新的数字图像水印算法.首先将水印信息存储到神经网络中;再将其分别嵌入到原始图像小波分解的近似系数分量和细节系数分量中,采用嵌入水印过程的逆过程提取水印;最后利用神经网络对提取出的水印图像进行后处理.实验结果表明所提方法在满足水印的不可感知性的前提下,对多种攻击,如JPEG压缩、加性和乘性噪声干扰、滤波、剪切等具有较强的鲁棒性.     

光学扫描全息术中的孪生像噪音及消除

阐述了光学扫描全息术的基本原理,分析了孪生像噪音的来源,提出了一种新的数字滤波方法.计算机仿真结果表明:孪生像噪音以振荡形式传播,降低了重构图像的信噪比,影响了重构图像的分辨率;用电子复用技术,即用复全息图函数代替实全息图函数的方法可以有效地消除孪生像噪音;采用单一通道对信号进行处理,即只用一个实全息图函数,通过数字滤波方法同样可以消除孪生像噪音,该方法简便、实用而有效.     

Phase shifting photoelasticity in white light

The availability of image acquisition systems has led to the development of digital photoelasticity both in monochromatic and white light. In particular white light has been used mainly with the following methods: Spectral Content Analysis, RGB photoelasticity and phase shifting photoelasticity. Phase shifting photoelasticity in the colour domain has been used effectively for the determination of the isoclinic parameter in order to reduce the influence of the isochromatic fringes. The method has been also proposed for the determination of the isochromatic fringe order. This paper concerns the general characteristics of phase shifting photoelasticity in the colour domain. Special attention is drawn towards the influence of spectral content of the light source, the spectral response of the colour camera filters, the dispersion of the birefringence and the error of quarter wave plates.     

基于LabVIEW空间瞬态光信号处理技术

分析了待探测的瞬态光信号、背景光信号和高频干扰信号频率的特性,利用LabVIEW软件平台设计虚拟仪器,进行信号处理和分析.设计了数字滤波器,对采集到的信号进行数字滤波,对滤波后的目标信号进行谱估计,得到功率谱密度.试验结果表明,该方法设计简单,运行可靠,滤波效果显著.