基于深度森林的多级特征融合SAR目标识别

大多数传统的合成孔径雷达(SAR)目标识别方法仅仅使用了单一的幅度特征,但是由于斑点噪声的存在,仅仅使用幅度特征会限制识别的性能.为了进一步提高SAR目标识别的性能,该文提出了一个基于深度森林的多级特征融合SAR目标识别方法.首先,在特征提取阶段,提取了多级幅度特征和多级密集尺度不变特征变换(Dense-SIFT)特征.幅度特征反映了目标反射强度,Dense-SIFT特征描述了目标的结构特征.而多级特征可以从局部到全局表征目标.随后,为了更完整、充分地反映SAR目标信息,借鉴深度森林的思想对多级幅度特征和多级Dense-SIFT特征进行联合利用.一方面通过堆叠的方式不断将多级幅度特征和多级Dense-SIFT特征进行融合,另一方面通过逐层的特征变换挖掘深层信息.最后利用得到的深层融合特征对目标进行识别任务.该文在MSTAR数据集上进行对比实验,实验结果表明所提算法在性能方面取得了提升,且其性能对超参数设置具有一定的鲁棒性.     

Theoretical study of the ring‐closing reaction of 5′‐AMP to cAMP and H2O in the gas phase

The ring‐closing reaction of 5′‐adenosine monophosphate (5′‐AMP) to generate cyclic 3′, 5′‐adenosine monophosphate (cAMP) and H₂O was theoretically investigated at the B3LYP/6‐31G**level. It was found that the ring‐closing reaction of 5′‐AMP may proceed in a synchronous way or in a stepwise way. For the latter, the reaction is a multichannel elimination reaction including inner H transfer. The potential energy surface of Path 3 is lowest in all the ring‐closing reaction paths. In addition, H shuttling reaction with the participation of a water molecule to act as a shuttle were also studied at the same level. The calculations indicate that the participation of a water molecule facilitates hydrogen transfer reaction. Our present calculations rationalized all the possible reaction channels. © 2005 Wiley Periodicals, Inc. Int J Quantum Chem, 2005     

Study on the immobilization of anti-IgG on Au-colloid modified gold electrode via potentiometric immunosensor, cyclic voltammetry, and electrochemical impedance techniques

The immobilization of anti-IgG on Au-colloid modified gold electrodes has been investigated. A cleaned gold electrode was first immersed in a mercaptoethylamine (AET) solution, and then gold nanoparticles were chemisorbed onto the thiol groups of the mercaptoethylamine. Finally, anti-IgG was adsorbed onto the surface of the gold nanoparticles. Potentiometric immunosensor, cyclic voltammetry, and electrochemical impedance techniques were used to investigate the immobilization of anti-IgG on Au colloids. In the impedance spectroscopic study, an obvious difference of the electron transfer resistance between the Au-colloid modified electrode and the bare gold electrode was observed. The cyclic voltammogram tends to be more irreversible with increased anti-IgG concentration. Using the potentiometric immunosensor, the proposed technique is based on that the specific agglutination of antibody-coated gold nanoparticles, averaging 16 nm in diameter, in the presence of the corresponding antigen causes a potential change that is monitored by a potentiometry. It is found that the developed immunoagglutination assay system is sensitive to the concentration of IgG antigen as low as 12 ng mL(-1). Experimental results showed that the developed technique is in satisfactory agreement with the ELISA method, and that gold nanoparticles can be used as a biocompatible matrix for antibody or antigen immobilization.     

三菲咯啉合铁手性配合物键合DNA的立体选择性

应用光谱法研究了手性金属配合物［Ｆｅ（ｐｈｅｎ）３］＾２＋与小牛胸腺ＤＮＡ的作用，确定了△型异构体对Ｂ型右手螺旋ＤＮＡ有优先键合的立体选择性。     

聚苯乙烯稀溶液的小角激光弹性和准弹性光散射

随着激光技术的发展,近年来出现了与散射光频加宽相应的光子相干光谱即准弹性光散射。于是,利用光散射(也称弹性光散射)法不仅能获得高聚物的各种物性参数如分子量(?),第二维利系数A_2和均方旋转半径(),而且还能得到大分子在溶液中的动态参数,即扩散系数D_0。由D_0求得流体力学半径R_H。本文只涉及小角度准弹性光散射(1°<θ<7°)对稀溶液范围的平动扩散系数的测定。与文献比较,表明方法是成功的。     

反相高效液相色谱检测丹参药材中4种丹参酮的含量

建立了测定丹参药材中4种丹参酮含量的反相高效液相色谱法，色谱条件：流动相为水(含0．5％三乙胺)-甲醇-四氢呋喃(45／55／5，V／V／V)，流速为1mL/min；PDA检测波长254m；4种成分丹参酮Ⅰ、丹参酮ⅡA、隐丹参酮和二氢丹参酮的加样回收率在95．1％-101．2％之间，线性范围为0．08-2μg。该方法准确，稳定，重现性好。根据该色谱条件，测定了不同产地的丹参药材，结果表明：该色谱方法准确检测了生药中4种丹参酮的含量，适合于丹参药材的质量控制。     

单边裂纹聚苯乙烯样品拉伸断裂过程的声发射

本文测定了单边裂纹聚苯乙烯(PS)样品在拉伸加载时的声发射以及声发射事件按幅度、脉宽、计数和位置的分布,实验证实,单边裂纹PS样品拉伸时的声发射来源于裂纹端部银纹区的变形、断裂和扩展,大部分总振铃计数由裂纹亚临界和失稳扩展引起,在重复加载时观察到PS声发射的Kaiser效应。     

Studies on Artificial Imitation of Glutathione Peroxidase by Chemical Mutation

ＳｔｕｄｉｅｓｏｎＡｒｔｉｆｉｃｉａｌＩｍｉｔａｔｉｏｎｏｆＧｌｕｔａｔｈｉｏｎｅＰｅｒｏｘｉｄａｓｅｂｙＣｈｅｍｉｃａｌＭｕｔａｔｉｏｎＤＩＮＧＬａｎ；ＺＨＵＺｈｅｎ－ｑｉ；ＬＵＯＧｕｉ－ｍｉｎ；ＳＵＮＱｉ－ａｎ；ＹＡＮＧＴｏｎｇ－ｓｈｕａｎｄＳＨ...     

废聚丙烯塑料等离子体热解研究——水蒸气的加入对改善气体品质的影响

以聚丙烯为试验物料，利用N2热等离子体在等离子体反应器内进行了一系列热解试验，重点考察了气体产物成分及含量。在反应过程中加入过热水蒸气以改善气体品质，在本实验条件下，气体产物中CO与H2之和可以达到40%，C2H2可达到5%。