Face Recognition Based on Support Vector Machine and Nearest Neighbor Classifier

Support vector machine (SVM), as a novel approach in pattern recognition, has demonstrated a success in face detection and face recognition. In this paper, a face recognition approach based on the SVM classifier with the nearest neighbor classifier (NNC) is proposed. The principal component analysis (PCA) is used to reduce the dimension and extract features. Then one-against-all stratedy is used to train the SVM classifiers. At the testing stage, we propose an al-     

Dynamic Characteristics of Inter-Satellite Links in LEO Networks

To establish an efficient inter-satellite link (ISL) in an LEO network, the effect of geometric characteristics of ISL on the ISLs and the devices on the LEO satellite should be examined. Because of the continuous movement of the LEO satellite, the time-varying behaviours of the ISL's geometric charactersistics continuously change with the changes of the satellite's position on the orbit. These dynamic geometric characteristics of the ISLs are important for ISL's performance analyzing and the design of the devices on the LEO satellite. This paper describes dynamic geometric characteristics of ISL, analyzes the impact of these regulations on the tracking system of the satellite's antenna and the power adjusting system of the satellite's transmitter, with the Iridium system as an example.     

Study on the Medical Image Distributed Dynamic Processing Method

To meet the challenge of implementing rapidly advanced, time-consuming medical image processing algorithms, it is necessary to develop a medical image processing technology to process a 2D or 3D medical image dynamically on the web. But in a premier system, only static image processing can be provided with the limitation of web technology. The development of Java and CORBA (common object request broker architecture) overcomes the shortcoming of the web static application and makes the dynamic processing of medical images on the web available. To develop an open solution of distributed computing, we integrate the Java, and web with the CORBA and present a web-based medical image dynamic processing methed, which adopts Java technology as the language to program application and components of the web and utilies the CORBA architecture to cope with heterogeneous property of a complex distributed system. The method also provides a platform-independent, transparent processing architecture to implement the adva     

基于模拟退火算法的VaR-GARCH模型

针对GARCH模型中的参数估计问题，提出了一种基于模拟退火算法（simulated annealing algorithm)的估计方法，并将其应用于VaR估计中，道琼斯指数和汇率的算例表明，基于模拟退火的VaR-GARCH模型在计算鲁棒性和估算精度方面优于传统的数值方法。     

数理科学与化学——哈密尔顿连通图和邻域并条件(Ⅰ)

记G=(V,E)是简单图,δ表示图G的最小度,NC=min{|N(x)∪N(y)|:x,y∈V(G),xy(?)E(G)},NC_2=min{|N(x)∪N(y)|:x,y∈V(G),d(x,y)=2}。1989年Faudree等证明了:若3连通n阶图G,NC≥(2n+1)/3,则G是哈密尔顿连通图。据此进一步研究NC_2≥(2n+1)/3,而且研究到2连通图,得到下面结果:若2连通n阶图G,NC_2≥(2n+1)/3,则G是哈密尔顿连通图或G=φ。     

A kind of Generalized Learning Model

1　IntroductionSymboliclearning,connectivelearning,fuzzylearningandevolutionarylearningarethepresentfundamentalmethodsformachinelearning[1～3].Eachofthemhascharacteristicsandadvantages,andcancarryoutmachinelearningtasksincertainregioneffectively.Howe...     

适于大斜视角星载SAR系统的改进距离┐多普勒算法

分析了当天线斜视角增大时,导致传统距离－多普勒成像算法性能下降的主要误差来源。提出了一种适合大斜视角星载ＳＡＲ系统的改进距离－多普勒算法,并给出了处理仿真点目标数据得到图像质量的比较。结果表明,在大斜视角情况下,改进算法的性能远大于传统的距离－多普勒成像算法。     

基于频散特性的杆中超声波传播仿真

针对超声实时在线检测中缓冲杆应用的局限性,以无限长杆的频散特性为理论基础,利用有限长杆的端面边界条件,分别以应力关系和应变关系为系统函数,建立了超声波在有限长杆中传播的系统模型。通过在杆端面施加激励,借助系统传输模型,获取回波信号,并与实验进行对比,验证该方法的正确性。同时得出了超声波在有限长杆中传播产生的多次回波的重复周期与杆半径之间成正比的关系。     

Decentralized Bezout Identity and a Parametrization of Decentralized Controllers for Singular Systems

1　 IntroductionConsider a singular decentralized control system of the formEx(t) =Ax(t) ∑Ni=1Biui(t)yi =Cix(t) ,i∈ N ={ 1 ,2 ,… ,N}(1 )where x(t)∈ Rn is the state vector,ui(t)∈ Rmi and yi(t)∈ Rpi are respectively the localcontrol input and measure outputvectors of the ith control channel.The matrix E may besingular,i.e.,rank(E) 相似文献