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一种改进的偏微分扩散方程的医学超声图像去噪方法
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作者 张程睿 罗代升 《现代电子技术》 2007年第24期124-126,共3页
研究了偏微分扩散方程在医学超声图像去噪中的应用。首先对各向异性扩散模型的进行分析,为了更好地去除噪声并保留图像的边缘等重要信息,提出了构造新的各向异性加权系数和优化的迭代次数的改进方法,并通过实验证明可达到更好的去噪效果。
关键词 偏微分扩散方程 各向异性加权系数 最佳迭代次数 医学超声图像
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图像去噪的偏微分方程模型的最优参数选取 被引量:8
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作者 谢美华 王正明 谢华英 《遥感技术与应用》 CSCD 2005年第2期261-265,共5页
偏微分方程去噪已公认为具有显著效果的图像去噪技术,但其中存在一个重要的最优参数的选取问题,包括扩散系数的选取和最优停止时间的选取,参数选取的正确与否直接关系到去噪的效果和方程的稳定性。通过分析线性偏微分方程去噪模型的解析... 偏微分方程去噪已公认为具有显著效果的图像去噪技术,但其中存在一个重要的最优参数的选取问题,包括扩散系数的选取和最优停止时间的选取,参数选取的正确与否直接关系到去噪的效果和方程的稳定性。通过分析线性偏微分方程去噪模型的解析解,获得了线性去噪模型的最优停止时间的准确取值。并从公式推导与工程应用相结合的角度考虑,得到了非线性去噪模型中扩散系数与最优停止时间的确定方法。仿真计算结果表明所选择的参数确实是最优的。 展开更多
关键词 去噪 偏微分扩散方程 参数选取 分离变量
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基于梯度增强扩散的高速路裂纹图像去噪算法
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作者 张永强 《计算机科学》 CSCD 北大核心 2013年第6期288-290,共3页
针对高速公路路面病害裂纹自动检测问题,采用高速CCD相机对路面进行成像,并通过图像分析的方法来自动完成路面病害裂纹的检测。由于路面含有油渍、杂质等负信息的干扰,因此需要对路面裂纹图像进行去噪。传统图像去噪算法一般采用全局滤... 针对高速公路路面病害裂纹自动检测问题,采用高速CCD相机对路面进行成像,并通过图像分析的方法来自动完成路面病害裂纹的检测。由于路面含有油渍、杂质等负信息的干扰,因此需要对路面裂纹图像进行去噪。传统图像去噪算法一般采用全局滤波的方式,这就会破坏图像中裂纹的边缘纹理特征。为解决这一现实难题,提出了一种基于梯度增强扩散的路面裂纹图像的去噪算法。算法主要针对含有裂纹结构的路面图像,在基于偏微分扩散方程的去噪过程中引入了裂纹结构分析,并根据裂纹局部梯度变化,重新定义了扩散系数,以在有效增强路面裂纹边缘特征的同时去除图像中的小尺度噪声。仿真实验表明,与传统的全局平滑滤波以及中值滤波相比,这一算法对裂纹纹理图像的去噪具有很好的效果,表现出一定的实际工程应用价值。 展开更多
关键词 图像去噪 梯度增强 偏微分扩散方程 路面裂纹
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Rational Form Solitary Wave Solutions and Doubly Periodic Wave Solutions to (1+1)-Dimensional Dispersive Long Wave Equation 被引量:1
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作者 WANGQi CHENYong ZHANGHong-Qing 《Communications in Theoretical Physics》 SCIE CAS CSCD 2005年第6期975-982,共8页
In this work we devise an algebraic method to uniformly construct rational form solitary wave solutions and Jacobi and Weierstrass doubly periodic wave solutions of physical interest for nonlinear evolution equations.... In this work we devise an algebraic method to uniformly construct rational form solitary wave solutions and Jacobi and Weierstrass doubly periodic wave solutions of physical interest for nonlinear evolution equations. With the aid of symbolic computation, we apply the proposed method to solving the (1+1)-dimensional dispersive long wave equation and explicitly construct a series of exact solutions which include the rational form solitary wave solutions and elliptic doubly periodic wave solutions as special cases. 展开更多
关键词 elliptic equation rational expansion method rational form solitary wavesolutions rational form jacobi and weierstrass doubly periodic wave solutions symboliccomputation (1+1)-dimensional dispersive long wave equation
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The Partition of Unity Method for High-Order Finite Volume Schemes Using Radial Basis Functions Reconstruction 被引量:1
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作者 Serena Morigi Fiorella Sgallari 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2009年第2期153-179,共27页
This paper introduces the use of partition of unity method for the development of a high order finite volume discretization scheme on unstructured grids for solving diffusion models based on partial differential equat... This paper introduces the use of partition of unity method for the development of a high order finite volume discretization scheme on unstructured grids for solving diffusion models based on partial differential equations.The unknown function and its gradient can be accurately reconstructed using high order optimal recovery based on radial basis functions.The methodology proposed is applied to the noise removal problem in functional surfaces and images.Numerical results demonstrate the effectiveness of the new numerical approach and provide experimental order of convergence. 展开更多
关键词 Finite volume discretization radial basis functions optimal recovery REGULARIZATION image and surface denoising.
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Conservation Laws of a Class of Combined Equations
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作者 ZHANG Zhi-Yong YONG Xue-Lin CHEN Yu-Fu 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第1期35-38,共4页
In this paper, we investigate conservation laws of a class of partial differential equations, which combines the nonlinear telegraph equations and the nonlinear diffusion-convection equations. Moreover, some special c... In this paper, we investigate conservation laws of a class of partial differential equations, which combines the nonlinear telegraph equations and the nonlinear diffusion-convection equations. Moreover, some special conservation laws of the combined equations are obtained by means of symmetry classifications of wave equations uxx = H (x)utt. 展开更多
关键词 SYMMETRY conservation law MULTIPLIER differential characteristic set
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ORTHOGONAL-DIRECTIONAL FORWARD DIFFUSION IMAGE INPAINTING AND DENOISING MODEL
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作者 Wu Jiying Ruan Qiuqi An Gaoyun 《Journal of Electronics(China)》 2008年第5期622-628,共7页
In this paper,an orthogonal-directional forward diffusion Partial Differential Equation(PDE) image inpainting and denoising model which processes image based on variation problem is proposed.The novel model restores t... In this paper,an orthogonal-directional forward diffusion Partial Differential Equation(PDE) image inpainting and denoising model which processes image based on variation problem is proposed.The novel model restores the damaged information and smoothes the noise in image si-multaneously.The model is morphological invariant which processes image based on the geometrical property.The regularization item of it diffuses along and cross the isophote,and then the known image information is transported into the target region through two orthogonal directions.The cross isophote diffusion part is the TV(Total Variation) equation and the along isophote diffusion part is the inviscid Helmholtz vorticity equation.The equivalence between the Helmholtz equation and the inpainting PDEs is proved.The model with the fidelity item which is used in the whole image domain denoises while preserving edges.So the novel model could inpaint and denoise simultaneously.Both theoretical analysis and experiments have verified the validity of the novel model proposed in this paper. 展开更多
关键词 Image inpainting Image denoising Partial Differential Equations (PDEs) Orthogonal-directional forward diffusion
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Lie Group Analysis and Invariant Solutions for Nonlinear Time-Fractional Diffusion-Convection Equations 被引量:2
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作者 Cheng Chen Yao-Lin Jiang 《Communications in Theoretical Physics》 SCIE CAS CSCD 2017年第9期295-300,共6页
On the basis of Lie group theory,(1 + N)-dimensional time-fractional partial differential equations are studied and the expression of η_α~0 is given. As applications, two special forms of nonlinear time-fractional d... On the basis of Lie group theory,(1 + N)-dimensional time-fractional partial differential equations are studied and the expression of η_α~0 is given. As applications, two special forms of nonlinear time-fractional diffusionconvection equations are investigated by Lie group analysis method. Then the equations are reduced into fractional ordinary differential equations under group transformations. Therefore, the invariant solutions and some exact solutions are obtained. 展开更多
关键词 Lie group analysis Riemann-Liouville derivative invariant solution
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Two-dimensional finite element model to study calcium distribution in astrocytes in presence of excess buffer 被引量:5
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作者 Brajesh Kumar Jha Neeru Adlakha M. N. Mehta 《International Journal of Biomathematics》 2014年第3期137-147,共11页
In this paper a finite element model is developed to study cytosolic calcium concen- tration distribution in astrocytes for a two-dimensional steady-state case in presence of excess buffer. The mathematical model of c... In this paper a finite element model is developed to study cytosolic calcium concen- tration distribution in astrocytes for a two-dimensional steady-state case in presence of excess buffer. The mathematical model of calcium diffusion in astrocytes leads to a boundary value problem involving elliptical partial differential equation. The model con- sists of reaction-diffusion phenomena, association and dissociation rates and buffer. A point source of calcium is incorporated in the model. Appropriate boundary conditions have been framed. Finite element method is employed to solve the problem. A MATLAB program has been developed for the entire problem and simulated to compute the numer- ical results. The numerical results have been used to plot calcium concentration profiles in astrocytes. The effect of ECTA, BAPTA and aCa influx on calcium concentration distribution in astrocytes is studied with the help of numerical results. 展开更多
关键词 Ca2+ profile BUFFER finite element method.
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One-dimensional heat equation with discontinuous conductance
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作者 CHEN Zhen-Qing ZILI Mounir 《Science China Mathematics》 SCIE CSCD 2015年第1期97-108,共12页
We study a second-order parabolic equation with divergence form elliptic operator,having a piecewise constant diffusion coefficient with two points of discontinuity.Such partial differential equations appear in the mo... We study a second-order parabolic equation with divergence form elliptic operator,having a piecewise constant diffusion coefficient with two points of discontinuity.Such partial differential equations appear in the modelization of diffusion phenomena in medium consisting of three kinds of materials.Using probabilistic methods,we present an explicit expression of the fundamental solution under certain conditions.We also derive small-time asymptotic expansion of the PDE’s solutions in the general case.The obtained results are directly usable in applications. 展开更多
关键词 stochastic differential equation semimartingale local time strong solution skew Brownian mo-tion heat kernel asymptotic expansion
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Global Existence of the Equilibrium Diffusion Model in Radiative Hydrodynamics
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作者 Chunjin LIN Thierry GOUDON 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2011年第4期549-568,共20页
This paper is devoted to the analysis of the Cauchy problem for a system of PDEs arising in radiative hydrodynamics. This system, which comes from the so-called equilibrium diffusion regime, is a variant of the usual ... This paper is devoted to the analysis of the Cauchy problem for a system of PDEs arising in radiative hydrodynamics. This system, which comes from the so-called equilibrium diffusion regime, is a variant of the usual Euler equations, where the energy and pressure functionals are modified to take into account the effect of radiation and the energy balance containing a nonlinear diffusion term acting on the temperature. The problem is studied in the multi-dimensional framework. The authors identify the existence of a strictly convex entropy and a stability property of the system, and check that the Kawashima-Shizuta condition holds. Then, based on these structure properties, the wellposedness close to a constant state can be proved by using fine energy estimates. The asymptotic decay of the solutions are also investigated. 展开更多
关键词 Radiative hydrodynamics Initial value problem Equilibrium diffusion regime Energy method
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On a reaction-diffusion model for sterile insect release method on a bounded domain
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作者 Weihua Jiang Xin Li XingfuZou 《International Journal of Biomathematics》 2014年第3期119-135,共17页
We consider a system of partial differential equations that describes the interaction of the sterile and fertile species undergoing the sterile insect release method (SIRM). Unlike in the previous work [M. A. Lewis ... We consider a system of partial differential equations that describes the interaction of the sterile and fertile species undergoing the sterile insect release method (SIRM). Unlike in the previous work [M. A. Lewis and P. van den Driessche, Waves of extinction from sterile insect release, Math. Biosci. 5 (1992) 221 247] where the habitat is assumed to be the one-dimensional whole space ~, we consider this system in a bounded one- dimensional domain (interval). Our goal is to derive sufficient conditions for success of the SIRM. We show the existence of the fertile-free steady state and prove its stability. Using the releasing rate as the parameter, and by a saddle-node bifurcation analysis, we obtain conditions for existence of two co-persistence steady states, one stable and the other unstable. Biological implications of our mathematical results are that: (i) when the fertile population is at low level, the SIRM, even with small releasing rate, can successfully eradicate the fertile insects; (ii) when the fertile population is at a higher level, the SIRM can succeed as long as the strength of the sterile releasing is large enough, while the method may also fail if the releasing is not sufficient. 展开更多
关键词 Sterile insect release method diffusion saddle-node bifurcation upper lowersolution method.
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