基于变换域PCNN的近红外与彩色可见光融合

针对近红外与彩色可见光图像融合后对比度低、细节丢失和颜色失真等问题,提出一种基于多尺度变换和自适应脉冲耦合神经网络(PCNN-pulse coupled neural network,PCNN)的红外与彩色可见光图像融合的新算法。首先将彩色可见光图像转换到HSI（hue saturation intensity)空间,HSI色彩空间包含亮度、色度和饱和度三个分量,并且这三个分量互不相关,因此利用这个特点可对三个分量分别进行处理。将其亮度分量与近红外图像分别进行多尺度变换,变换方法选择Tetrolet变换。变换后分别得到低频和高频分量,针对图像低频分量,提出一种期望最大的低频分量融合规则;针对图像高频分量,采用高斯差分算子调节PCNN模型的阈值,提出一种自适应的PCNN模型作为融合规则。处理后的高低频分量经过Tetrolet逆变换得到的融合图像作为新的亮度图像。然后将新的亮度图像和原始的色度和饱和度分量反向映射到RGB空间,得到融合后的彩色图像。为了解决融合带来的图像平滑化和原始图像光照不均的问题,引入颜色与锐度校正机制(colour and sharpness correction, CSC)来提高融合图像的质量。为了验证方法的有效性,选取了5组分辨率为1 024×680近红外与彩色可见光图像进行试验,并与当前高效的四种融合方法以及未进行颜色校正的本方法进行了对比。实验结果表明,同其他图像融合算法进行对比分析,该方法在有无CSC颜色的情况下均能保留最多的细节和纹理,可见度均大大提高,同时本方法的结果在光照条件较弱的情况下具有更多的细节和纹理,均具有更好的对比度和良好的色彩再现性。在信息保留度、颜色恢复、图像对比度和结构相似性等客观指标上均具有较大优势。     

基于光谱和图像特征的阔叶木材与针叶木材同时分类算法研究

木材是人们生活中必不可少的可再生资源,同时在建筑、工艺、家具、结构材料等方面有着举足轻重的地位。市场中常见的木材品种繁多,其品质和价格千差万别,使用智能化技术对木材进行正确的分类不仅可以防止不法商贩“以次充好”,也可以大幅度降低木材分类人员的工作难度。通过木材的遗传信息和解剖学信息可以得到较为准确的木材分类结果,这类方法识别工艺相对复杂,对非专业人员并不友好。借助木材切面的图像信息或光谱信息可以简单方便地对木材进行分类,然而由于不同种木材之间存在的近似性,这类方法往往分类精度不高或只适用于某些阔叶木材。提出了一种基于木材横切面图像信息和光谱信息的多特征木材分类算法,首先分别采集木材横切面的光谱信息以及图像信息;再使用Segnet图像分割方法将待分类样本分成含管孔木材和不含管孔木材两组,并对含管孔样本组中的木材进行管孔分割;然后对含管孔样本组中的木材提取管孔特征、光谱特征以及纹理特征,对无管孔样本组木材提取光谱特征和纹理特征;最后根据这些特征使用支持向量机分别对木材进行分类并记录其木材的分类结果,对分类结果不一致的样本使用相似性判据判断最佳分类结果。为了验证该方法的有效性,以20种常见的阔叶木材和针叶木材的混合样本集为研究对象,对其进行了分类。实验结果显示三种特征均可以对木材进行分类,单独使用光谱特征、纹理特征以及管孔特征对木材进行分类的最高正确率分别为93.00%,89.33% 和69.23%,通过相似测度的判断后三个特征可以相互补充从而进一步提高木材的分类正确率,最高正确率可达98.00%。综上所述,该方法可以对包含阔叶木材和针叶木材的混合样本集中的木材进行分类,木材横切面的光谱特征、纹理特征以及管孔特征可以相互补充,从而使分类正确率进一步的提高。与目前的主流木材分类方法进行对比,发现该算法的分类正确率高于其他算法。     

Diffusion of gases across lipid membranes with OmpA channel: a molecular dynamics study

Molecular transport across biological membranes occurs in a range of important chemical and biological processes. The biological membrane can usually be modelled as a phospholipid bilayer, but to correctly represent biological transport, the embedded transmembrane proteins must also be included. In previous molecular simulation studies on transport of small gas molecules in dipalmitoylphosphatidylcholine (DPPC) bilayer membrane, a coarse-grained model was used to provide direct insight into collective phenomena in biological membranes. Coarse graining allowed investigation of longer time and length scales by reducing the degrees of freedom and employing suitable potentials. In this work, membranes that include transmembrane proteins are modelled. This allows one to compare the molecular transport across a lipid membrane with and without the assistance of transmembrane channels. Outer membrane protein A (OmpA) – a porin from Escherichia coli with a small pore size – was chosen in this study because its detailed structure is known, it has high stability and is known to form a nonspecific diffusion channel that permits the penetration of various solutes. In this work the pore characteristics and interaction between lipid and protein were investigated and transport of water and other small gas molecules within the channel were studied. The MD simulation results obtained are compared with previous simulation results and available experimental data. The results obtained from this study will lead to better understanding of protein functionality and advance the development of biochips and drug delivery systems.     

基于高/多光谱图像空天一体融合仿真方法

提出了一种基于高/多光谱图像的空天一体融合仿真方法. 以航空高光谱数据为基础, 根据航天多光谱遥感相关参数, 通过空天一体光谱维变换、尺度空间变换、辐射强度变换、混合像素变换和噪声变换将 航空高光谱图像中的地物目标进行空天一体映射到航天多光谱图像中, 得到特定地物目标的航天多光谱融合模拟仿真图像. 仿真实验表明该方法简便易行, 有效地减少了地物目标的三维建模和探测器响应建模的巨大工作量, 较好地实现了对特定地物目标航天多光谱图像的模拟, 开拓了遥感图像仿真模拟方法的新领域, 具有重要的研究和应用价值. 关键词： 遥感图像 空天一体 融合仿真 光谱维变换     

结直肠癌细胞株及细胞核的傅里叶变换红外光谱研究

运用傅里叶变换红外光谱技术研究了正常组织(30例)和细胞株(SW 620),正常细胞核和癌变细胞核的红外光谱特征,为红外光谱诊断结直肠癌奠定了细胞及亚细胞水平的实验基础。将所得光谱图的峰位及峰强比进行统计分析发现:细胞株(SW 620)和癌变细胞核中谱带(2 925,1 240和1 085cm-1)的峰位均向高波数移动(p<0.05),而谱带1 400cm-1的峰位均向低波数移动(p<0.05);细胞株(SW 620)中峰强比(I1 650/I1 460,I1 400/I1 460,I1 240/I1 460,)较正常组织升高(p<0.05),而I1 740/I1 460则降低(p<0.01)。癌变细胞核中(I1 650/I1 460,I1 400/I1 460,I1 240/I1 460)较正常细胞核亦升高(p<0.05).这些差异可作为区别组织良恶性的指标。     

Asymmetric membrane formation via immersion precipitation method. I. Kinetic effect

The kinetic effect of the phase inversion process on the membrane morphology is explored, with emphasis on the diffusion coefficient of the nonsolvent as a measure of the solvent/nonsolvent exchange rate. The diffusion coefficient is closely related to the nonsolvent tolerance of the polymer solution, which was estimated from a pseudo-ternary phase diagram of the following system: polymer: polysulfone; solvent system: a mixture of the solvent 1-methyl-2-pyrrolidinone and a solvent additive (formic acid, water or ethanol); and nonsolvent: ethanol. Regardless of the kind of solvent additive employed, when the diffusion coefficient of the nonsolvent is high for a given gelation medium, then the membrane consists of a smooth, defect-free surface and macrovoid-free cross section, and is highly permeable to oxygen. However, using a polymer solution with a low diffusion coefficient results in a membrane of a rather defective morphology. Therefore, it is concluded that the diffusion coefficient of the nonsolvent is a crucial parameter in controlling membrane morphology.     

A study on the preparation and characteristics of zeolite membrane PLOT column by in-situ synthesis

Summary The preparation of a zeolite membrane PLOT column by in-situ synthesis is described. The advantages of this new column are discussed. Some analytical applications to alkanes, arenes, esters, alkyl halides and ethers on the zeolite membrane PLOT column compared with those on a coated zeolite PLOT column are reported.     

Representation of the evolution operator via membrane amplitudes

Translated fromMatematicheskie Zametki, Vol. 60, No. 6, pp. 930–934, December, 1996.     

HL－1M中的聚变中子产额

本文概算了在欧姆加热、波加热和中性束注入条件下，ＨＬ－１Ｍ托卡马克等离子体的聚变中子产额、中子通量，以及相关的电离率、电荷交换率及快离子的空间分布。计算结果为发展下一代聚变中子探测系统和进行中子辐射的环境评估提供了依据。     

Asymmetric molecular sieve carbon membranes

An asymmetric molecular sieve carbon membrane is obtained by conventional pyrolysis of a thermosetting polymeric film, followed by unequal oxidation. Morphology, pore size distribution, and gas separation characteristics of the membrane are discussed. The transport mechanism for gas permeation is clearly non-Knudsen diffusion since heavier oxygen permeates faster than lighter nitrogen. The proposed mass transfer mechanism is that of a molecular sieve.