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Gaussian Weighted Trajectory Method Ⅳ: No Rainbow Effect in Practice
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作者 L. Bonnet 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2009年第2期210-214,共5页
The Gaussian weighted trajectory method (GWTM) is a practical implementation of classical S matrix theory (CSMT) in the random phase approximation, CSMT being the first and simplest semi-classical approach of mole... The Gaussian weighted trajectory method (GWTM) is a practical implementation of classical S matrix theory (CSMT) in the random phase approximation, CSMT being the first and simplest semi-classical approach of molecular collisions, developped in the early seventies. Though very close in spirit to the purely classical description, GWTM accounts to some extent for the quantization of the different degrees-of-freedom involved in the processes. While CSMT may give diverging final state distributions, in relation to the rainbow effect of elastic scattering theory, GWTM has never led to such a mathematical catastrophe. The goal of the present note is to explain this finding. 展开更多
关键词 gaussian weighted trajectory method Classical S matrix theory Rainbow effect
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基于Gaussian-filer算法的露天矿边坡位移预测方法
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作者 桂诗玉 滕文龙 《计算机仿真》 2025年第6期424-428,共5页
露天矿边坡位移预测时出现序列梯度消失和梯度爆炸的问题,导致不能捕捉和预测长期的位移趋势,对此,为了实现对露天矿边坡位移的准确预测,为矿山安全生产提供科学依据,通过秃鹰搜索算法优化LSTM,实现露天矿边坡位移预测。采用Gaussian-fi... 露天矿边坡位移预测时出现序列梯度消失和梯度爆炸的问题,导致不能捕捉和预测长期的位移趋势,对此,为了实现对露天矿边坡位移的准确预测,为矿山安全生产提供科学依据,通过秃鹰搜索算法优化LSTM,实现露天矿边坡位移预测。采用Gaussian-filer算法对露天矿边坡位移序列展开滤波处理,以此去除或降低位移数据中的噪声干扰和周期性、趋势性影响,通过曼-肯德尔趋势检验法与二次移动平均法完成边坡位移序列的趋势项检测。采用秃鹰搜索算法优化LSTM网络权重,建立BES-LSTM预测模型,将上述获取的趋势项位移作为模型输入,输出露天矿边坡位移预测结果。仿真结果表明,所提方法可有效去除序列中存在的噪声点,提高边坡位移预测精度。 展开更多
关键词 曼-肯德尔趋势检验法 二次移动平均法 边坡位移预测
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基于Gaussian模型的先期固结压力确定 被引量:7
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作者 郎林智 陈鹏宇 +1 位作者 聂良佐 吴柳东 《水电能源科学》 北大核心 2011年第7期47-49,194,共4页
针对现有拟合e-lgp曲线模型存在的不足,借助Matlab软件自主开发的集曲线拟合、绘图和先期固结压力求解的复合工具箱CFSPT,以太原市的粉质粘土分析为例,提出了基于Casagrande法确定先期固结压力的Gaussian模型。分析结果表明,该方法可行,... 针对现有拟合e-lgp曲线模型存在的不足,借助Matlab软件自主开发的集曲线拟合、绘图和先期固结压力求解的复合工具箱CFSPT,以太原市的粉质粘土分析为例,提出了基于Casagrande法确定先期固结压力的Gaussian模型。分析结果表明,该方法可行,Gauss1、Gauss2拟合程度高,Gauss1确定的先期固结压力与土工试验方法现行规范较吻合。 展开更多
关键词 先期固结压力 粉质粘土 侧限固结试验 gaussian模型 Casagrande法
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基于格林函数法研究分数阶Bessel-Gaussian光束近场传输 被引量:1
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作者 施继忠 任志君 董永胜 《浙江师范大学学报(自然科学版)》 CAS 2023年第2期139-145,共7页
为揭示FBG(fractional-order Bessel-Gaussian)光束在近场传输时的光强和相位演化情况,基于光传播的独立性和叠加性原理,通过引入虚光源点,并结合格林函数法,严格推导了FBG光束的非傍轴积分表达式,并进一步利用非傍轴下的各阶修正解,精... 为揭示FBG(fractional-order Bessel-Gaussian)光束在近场传输时的光强和相位演化情况,基于光传播的独立性和叠加性原理,通过引入虚光源点,并结合格林函数法,严格推导了FBG光束的非傍轴积分表达式,并进一步利用非傍轴下的各阶修正解,精确计算了FBG光束轴上的光强分布.计算结果表明:对于分数阶Bessel-Gaussian光束的远场传输,利用经典的傍轴近似理论可以得到准确的计算结果,但在近场传输时,傍轴近似理论的计算结果误差很大,只有利用非傍轴修正解才能精确研究FBG光束的近场光学传输.研究结果为将FBG光束更好地应用于近场光学奠定必要的理论基础. 展开更多
关键词 格林函数法 分数阶Bessel-gaussian(FBG)光束 虚点源 近场传输
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基于最优R-Vine Gaussian Copula模型的服役大跨桥梁主梁失效概率分析 被引量:3
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作者 刘逸平 肖青凯 +2 位作者 杨光红 刘月飞 樊学平 《同济大学学报(自然科学版)》 EI CAS CSCD 北大核心 2021年第5期624-633,共10页
考虑到服役大跨桥梁主梁多个控制监测点失效模式的相关性,提出失效概率分析的最优regular-vine(R-vine)Gaussian copula信息融合新方法。利用极值应变信息,引入双变量pair-Gaussian-copula模型和最优R-vine模型,结合多个控制监测点的功... 考虑到服役大跨桥梁主梁多个控制监测点失效模式的相关性,提出失效概率分析的最优regular-vine(R-vine)Gaussian copula信息融合新方法。利用极值应变信息,引入双变量pair-Gaussian-copula模型和最优R-vine模型,结合多个控制监测点的功能函数,进行失效模式相关性的最优R-vine Gaussian copula建模分析;融合一次二阶矩方法,进行失效模式相关的服役大跨桥梁主梁失效概率分析;通过在役桥梁监测数据对所提方法的合理性进行验证,并与其他分析方法进行比较。结果表明,考虑控制监测点失效模式相关性的大跨桥梁主梁失效概率分析的最优R-Vine Gaussian copula信息融合方法更为合理。 展开更多
关键词 结构工程 主梁 相关性 R-vine gaussian copula模型 一次二阶矩方法 可靠性分析
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梯度折射率介质对复变量sinh-Gaussian光束传输的影响 被引量:1
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作者 黄永超 张廷蓉 《激光技术》 CAS CSCD 北大核心 2015年第5期731-734,共4页
为了研究梯度折射率介质对复变量双曲正弦高斯光束的传输影响,利用广义惠更斯-菲涅耳衍射积分法推导出了复变量双曲正弦高斯光束在梯度折射率介质中的传输场,运用空间二阶矩的定义解出了光斑尺寸及其变化率的表达式,并进行了数值模拟分... 为了研究梯度折射率介质对复变量双曲正弦高斯光束的传输影响,利用广义惠更斯-菲涅耳衍射积分法推导出了复变量双曲正弦高斯光束在梯度折射率介质中的传输场,运用空间二阶矩的定义解出了光斑尺寸及其变化率的表达式,并进行了数值模拟分析。结果表明,光斑尺寸及其变化率随传输距离的增加呈周期性变化,周期由折射率系数决定;随光束参量的改变,光斑位置不变,周期性不变,但是光斑尺寸的振荡幅度要发生改变;通过调整这些参量,可以改变光斑尺寸及其位置。此项研究对大功率半导体激光器等方面的开发应用有帮助。 展开更多
关键词 几何光学 光斑尺寸 广义衍射积分法 复变量双曲正弦高斯光束 梯度折射率介质
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复Gaussian小波核函数及多参数同步优化策略 被引量:1
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作者 蒋刚 肖建 +1 位作者 郑永康 宋昌林 《信息与控制》 CSCD 北大核心 2006年第4期467-473,共7页
对复Gauss-ian小波满足M ercy条件及其在H ilbert空间具有再生性的命题作了证明.用复Gauss-ian小波构建出一种核函数,与主成分分析方法相结合,对非线性非平稳信号进行参数辨识和预测.针对多参数模型优化时间过长,不利于工程应用的问题,... 对复Gauss-ian小波满足M ercy条件及其在H ilbert空间具有再生性的命题作了证明.用复Gauss-ian小波构建出一种核函数,与主成分分析方法相结合,对非线性非平稳信号进行参数辨识和预测.针对多参数模型优化时间过长,不利于工程应用的问题,提出了一种多参数同步优化策略.仿真实验验证了该方法的可行性和有效性,表明该方法具有较好的实用价值. 展开更多
关键词 gaussian小波 主成分分析 核函数方法 非线性非平稳信号 参数辨识
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GAUSSIAN程序中密度泛函理论方法积分精度对计算结果的影响 被引量:4
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作者 李国良 徐文国 李前树 《分子科学学报》 CAS CSCD 2000年第3期188-191,共4页
给出了使用GAUSSIAN程序中密度泛函理论方法进行量子化学计算时遇到的一类问题———六氟锗乙烷分子F3Ge—GeF3的基态构型随计算积分精度不同而改变 ,即GAUSSIAN程序中计算积分精度对计算结果产生重要影响的一个例子 .
关键词 gaussian程序 密度泛函理论方法 积分精度
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Modified precise time step integration method of structural dynamic analysis 被引量:6
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作者 汪梦甫 周锡元 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2005年第2期287-293,共7页
The precise time step integration method proposed for linear time-invariant homogeneous dynamic systems can provide precise numerical results that approach an exact solution at the integration points. However, difficu... The precise time step integration method proposed for linear time-invariant homogeneous dynamic systems can provide precise numerical results that approach an exact solution at the integration points. However, difficulty arises when the algorithm is used for non-homogeneous dynamic systems, due to the inverse matrix calculation and the simulation accuracy of the applied loading. By combining the Gaussian quadrature method and state space theory with the calculation technique of matrix exponential function in the precise time step integration method, a new modified precise time step integration method (e.g., an algorithm with an arbitrary order of accuracy) is proposed. In the new method, no inverse matrix calculation or simulation of the applied loading is needed, and the computing efficiency is improved. In particular, the proposed method is independent of the quality of the matrix H. If the matrix H is singular or nearly singular, the advantage of the method is remarkable. The numerical stability of the proposed algorithm is discussed and a numerical example is given to demonstrate the validity and efficiency of the algorithm. 展开更多
关键词 structural dynamics time step integration method gaussian quadrature method
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收益率曲线的提取及在Gaussian HJM模型参数估计中的应用
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作者 王科峰 钱晓惠 《科技信息》 2009年第5期12-13,共2页
本文对一类远期利率模型:二因子Gaussian HJM模型进行了研究。在进行模型的参数估计的时候,首先通过N-S方法以及息票剥离方法获得多期连续的收益率曲线,并说明了如何通过主成分分析和最小二乘法的方法对市场风险价格为常数的Gaussian HJ... 本文对一类远期利率模型:二因子Gaussian HJM模型进行了研究。在进行模型的参数估计的时候,首先通过N-S方法以及息票剥离方法获得多期连续的收益率曲线,并说明了如何通过主成分分析和最小二乘法的方法对市场风险价格为常数的Gaussian HJM模型的波动率和风险市场价格进行估计。 展开更多
关键词 息票剥离方法 利率期限结构 gaussian HJM模型 主成分分析
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Hybrid method for investigation of electromagnetic scattering from conducting target above the randomly rough surface 被引量:7
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作者 王蕊 郭立新 +1 位作者 麻军 吴振森 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第4期1503-1511,共9页
A current based hybrid method (HM) is proposed which combines the method of moment (MOM) with the Kirchhoff approximation (KA) for the analysis of scattering interaction between a two-dimensional (2D) infinite... A current based hybrid method (HM) is proposed which combines the method of moment (MOM) with the Kirchhoff approximation (KA) for the analysis of scattering interaction between a two-dimensional (2D) infinitely long conducting target with arbitrary cross section and a one-dimensional (1D) Gaussian rough surface. The electromagnetic scattering region in the HM is split into KA region and MOM region. The electric field integral equation (EFIE) in MOM region (target) is derived, the computational time of the HM depends mainly on the number of unknowns of the target. The bistatic scattering coefficient for the infinitely long cylinder above the rough surface with Gaussian roughness spectrum is calculated, and the numerical results are compared and verified with those obtained by the conventional MOM, which shows the high efficiency of the HM. Finally, the influence of the size, location of the target, the rms height and correlation length of the rough surface on the bistatic scattering coefficient with different polarizations is discussed in detail. 展开更多
关键词 method of moment hybrid method gaussian rough surface bistatic scattering
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Structural Topology Design of Container Ship Based on Knowledge-Based Engineering and Level Set Method 被引量:5
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作者 崔进举 王德禹 史琪琪 《China Ocean Engineering》 SCIE EI CSCD 2015年第4期551-564,共14页
Knowledge-Based Engineering (KBE) is introduced into the ship structural design in this paper. From the implementation of KBE, the design solutions for both Rules Design Method (RDM) and Interpolation Design Meth... Knowledge-Based Engineering (KBE) is introduced into the ship structural design in this paper. From the implementation of KBE, the design solutions for both Rules Design Method (RDM) and Interpolation Design Method (IDM) are generated. The corresponding Finite Element (FE) models are generated. Topological design of the longitudinal structures is studied where the Gaussian Process (GP) is employed to build the surrogate model for FE analysis. Multi-objective optimization methods inspired by Pareto Front are used to reduce the design tank weight and outer surface area simultaneously. Additionally, an enhanced Level Set Method (LSM) which employs implicit algorithm is applied to the topological design of typical bracket plate which is used extensively in ship structures. Two different sets of boundary conditions are considered. The proposed methods show satisfactory efficiency and accuracy. 展开更多
关键词 Knowledge-Based Engineering (KBE) Level Set method (LSM) gaussian Process GP)
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Research on Motion Estimation Algorithm of Star Point Based on Nonlinear Gaussian Fitting
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作者 WANG Chaoran BAO Qilian +1 位作者 ZHENG Xunjiang SUN Shuodong 《Journal of Shanghai Jiaotong university(Science)》 EI 2018年第4期562-567,共6页
The energy distribution model of motion blurred star point is analyzed.The distribution of the star point approximates to a two-dimensional(2 D) Gaussian distribution under degeneration.Two multi-parameter nonlinear G... The energy distribution model of motion blurred star point is analyzed.The distribution of the star point approximates to a two-dimensional(2 D) Gaussian distribution under degeneration.Two multi-parameter nonlinear Gaussian fitting methods(GFMs) are proposed,and the relationship between fitting parameters and motion blur parameters is analyzed.Estimation of the parameters of motion blur by fitting parameters is calculated to realize the error compensation of the motion blur.The simulation results show the effectiveness and accuracy. 展开更多
关键词 star sensors centroid calculation gaussian fitting method(GFM) motion blur
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Stochastic averaging of quasi integrable and resonant Hamiltonian systems excited by fractional Gaussian noise with Hurst index 1/2 被引量:1
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作者 Q.F.Lü M.L.Deng W.Q.Zhu 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2017年第1期11-19,共9页
A stochastic averaging method of quasi integrable and resonant Hamiltonian systems under excitation of fractional Gaussian noise (fGn) with the Hurst index 1/2 〈 H 〈 1 is proposed. First, the definition and the ba... A stochastic averaging method of quasi integrable and resonant Hamiltonian systems under excitation of fractional Gaussian noise (fGn) with the Hurst index 1/2 〈 H 〈 1 is proposed. First, the definition and the basic property of fGn and related fractional Brownian motion (iBm) are briefly introduced. Then, the averaged fractional stochastic differential equations (SDEs) for the first integrals and combinations of angle variables of the associated Hamiltonian systems are derived. The stationary probability density and statistics of the original systems are then obtained approximately by simulating the averaged SDEs numerically. An example is worked out to illustrate the proposed stochastic averaging method. It is shown that the results obtained by using the proposed stochastic averaging method and those from digital simulation of original system agree well. 展开更多
关键词 Quasi integrable and resonant Hamiltonian system Fractional Brownian motion Fractional gaussian noise Stochastic averaging method Internal resonant
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Multivariate stationary non-Gaussian process simulation for wind pressure fields
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作者 Sun Ying Su Ning Wu Yue 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2016年第4期729-742,共14页
Stochastic simulation is an important means of acquiring fluctuating wind pressures for wind induced response analyses in structural engineering. The wind pressure acting on a large-span space structure can be charact... Stochastic simulation is an important means of acquiring fluctuating wind pressures for wind induced response analyses in structural engineering. The wind pressure acting on a large-span space structure can be characterized as a stationary non-Gaussian field. This paper reviews several simulation algorithms related to the Spectral Representation Method (SRM) and the Static Transformation Method (STM). Polynomial and Exponential transformation functions (PSTM and ESTM) are discussed. Deficiencies in current algorithms, with respect to accuracy, stability and efficiency, are analyzed, and the algorithms are improved for better practical application. In order to verify the improved algorithm, wind pressure fields on a large-span roof are simulated and compared with wind tunnel data. The simulation results fit well with the wind tunnel data, and the algorithm accuracy, stability and efficiency are shown to be better than those of current algorithms. 展开更多
关键词 stochastic simulation non-gaussian process static transformation method wind pressure field
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关于Log Gaussian Mixture Cox过程模型的研究
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作者 王慧霞 赵联文 黄磊 《重庆理工大学学报(自然科学)》 CAS 北大核心 2020年第8期210-216,共7页
Log Gaussian Cox过程模型(简称LGCP模型)常用来描述关于空间变化的随机过程,但是它不能很好地拟合强度取对数后是非高斯过程情况下的数据。因此,通过将它的强度取对数后看成是一个混合高斯过程来改进LGCP模型,并研究改进后模型的性质... Log Gaussian Cox过程模型(简称LGCP模型)常用来描述关于空间变化的随机过程,但是它不能很好地拟合强度取对数后是非高斯过程情况下的数据。因此,通过将它的强度取对数后看成是一个混合高斯过程来改进LGCP模型,并研究改进后模型的性质。采用极大似然估计法和MCMC方法来估计模型参数,以及用AIC准则作模型选择。最后通过实例验证,结果显示改进后的模型能够有效地拟合数据。 展开更多
关键词 Log gaussian Cox过程模型 混合高斯过程 极大似然估计 MCMC方法 AIC准则
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Application of Stationary Phase Method to Wind Stress and Breaking Impacts on Ocean Relatively High Waves
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作者 Augustin Daika Theodule Nkoa Nkomom Cesar Mbane Biouele 《Open Journal of Marine Science》 2014年第1期18-24,共7页
Wind stress impacts on ocean relatively high waves can be perfectly illustrated by a recurrent phenomenon in the Sahara desert. Indeed, on this area where the surface wind can blow without encountering major obstacle ... Wind stress impacts on ocean relatively high waves can be perfectly illustrated by a recurrent phenomenon in the Sahara desert. Indeed, on this area where the surface wind can blow without encountering major obstacle out of the sand dunes, these main targets are gradually eroded and displaced by the wind on dozens of meters. This experience highlights the action of wind on granular targets (clusters of sand or water slides) and motivates studies similar to ours, where we want to simulate impact of wind stress and breaking on the spatio-temporal evolution of the envelope of ocean relatively high waves: Impact which can inappropriately deflect the waves on ships, oil platforms or coastal infrastructures. Euler and Navier-Stokes equations allow a mathematical formulation of the gravity wave motion (ocean waves are considered in our work as a system of water particles which are held together by low surface tension) and wind acts on targets through friction forces or stress. Michel Talon stationary phase method is used to numerically solve the equations that model the impact of wind on a stationary Gaussian. 展开更多
关键词 Wind Stress GRANULAR TARGETS Low Surface Tension STATIONARY Phase method STATIONARY gaussian
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Effect of structural parameters of Gaussian repaired pit on light intensity distribution inside KH_2PO_4 crystal
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作者 肖勇 陈明君 +3 位作者 程健 廖威 王海军 李明全 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第8期540-547,共8页
KH2PO4 (KDP) crystal with excellent optical properties is a very important element of inertial confinement fusion (ICF) device. However, KDP crystal surface micro-defects severely reduce the crystal laser damage t... KH2PO4 (KDP) crystal with excellent optical properties is a very important element of inertial confinement fusion (ICF) device. However, KDP crystal surface micro-defects severely reduce the crystal laser damage threshold, affecting the crystal service life. In this paper, Gaussian repaired pit is used to replace the crystal surface micro-defects, in order to improve the laser damage resistance of the KDP crystal with surface micro-defects. At first, the physical model of Gaussian repaired pit is built by Fourier model method, and the accuracy of the method is analyzed. It is found that the calculation error can be reduced by increasing the product of the width-period ratio and the truncation constant of the repaired pit. The calculation results about the physical model of Gaussian repaired pit show that the light intensity distribution within the crystal is symmetrical, and there are evidently enhanced light intensity regions in the crystal. Meanwhile, the maximum relative intensity inside the KDP crystal decreases gradually with the increase of the width of the Gaussian repaired pit. Secondly, the Gaussian repaired pits with different widths and the same depth of 20 μm are processed by micro-milling. Their surfaces are very smooth and present the ductile cutting state under the microscope. Finally, the laser damage threshold of the Gaussian repaired pits on the surface of the KDP crystal sample is measured by a 3 ω, 6-ns laser. The results showthat the maximum threshold of the Gaussian repaired pits is 3.12 J/cm2, which is 60% higher than the threshold of initial damage point, and the laser damage threshold increases with the increase of the width of the Gaussian repaired pit. 展开更多
关键词 KH2PO4 gaussian repaired pit Fourier modal method laser damage threshold
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An Improved Moving Object Detection Algorithm Based on Gaussian Mixture Models 被引量:13
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作者 Xuegang Hu Jiamin Zheng 《Open Journal of Applied Sciences》 2016年第7期449-456,共8页
Aiming at the problems that the classical Gaussian mixture model is unable to detect the complete moving object, and is sensitive to the light mutation scenes and so on, an improved algorithm is proposed for moving ob... Aiming at the problems that the classical Gaussian mixture model is unable to detect the complete moving object, and is sensitive to the light mutation scenes and so on, an improved algorithm is proposed for moving object detection based on Gaussian mixture model and three-frame difference method. In the process of extracting the moving region, the improved three-frame difference method uses the dynamic segmentation threshold and edge detection technology, and it is first used to solve the problems such as the illumination mutation and the discontinuity of the target edge. Then, a new adaptive selection strategy of the number of Gaussian distributions is introduced to reduce the processing time and improve accuracy of detection. Finally, HSV color space is used to remove shadow regions, and the whole moving object is detected. Experimental results show that the proposed algorithm can detect moving objects in various situations effectively. 展开更多
关键词 Moving Object Detection gaussian Mixture Model Three-Frame Difference method Edge Detection HSV Color Space
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基于SVM模型的亚像素位移测量方法的研究 被引量:1
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作者 沈澍 孙磊磊 +2 位作者 孙义杰 张浩 王森 《小型微型计算机系统》 北大核心 2025年第5期1156-1160,共5页
亚像素位移测量算法常见的有曲面拟合法、梯度法和插值法等,论文介绍了一种基于支持向量机(SVM)模型的亚像素位移测量方法,提出一种用于计算物体移动前后两幅图像的相关值来表征亚像素位移的梯度加权求和法.利用计算机模拟生成一系列以0... 亚像素位移测量算法常见的有曲面拟合法、梯度法和插值法等,论文介绍了一种基于支持向量机(SVM)模型的亚像素位移测量方法,提出一种用于计算物体移动前后两幅图像的相关值来表征亚像素位移的梯度加权求和法.利用计算机模拟生成一系列以0.001pixel步调的图像,其中70%作为训练集,30%作为测试集,为了检验该模型抗噪性,在生成的图像中添加不同方差的高斯噪声,并将其与曲面拟合法和梯度法进行比较,结果表明在精度要求为0.01pixel时,采用SVM法在保证高精度的情况下其抗噪性优于曲面拟合法和梯度法,其噪声方差上限为0.015,具有很好的鲁棒性可用于实际物体位移的高精度测量. 展开更多
关键词 支持向量机(SVM) 亚像素位移 数字图像相关法(DICM) 梯度加权求和法 高斯噪声
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