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融合变分偏微分方程的单幅彩色图像去雾 被引量:12
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作者 周理 毕笃彦 何林远 《光学精密工程》 EI CAS CSCD 北大核心 2015年第5期1466-1473,共8页
对单幅雾霾图像的图像处理问题进行了分析。鉴于现有方法不能很好恢复场景深度变化较大的图像,本文融合大气衰减模型与变分偏微分方程,提出了一种单幅彩色图像去雾算法。该算法利用数学形态学中的中值集算子构造局部白平衡处理,精确估... 对单幅雾霾图像的图像处理问题进行了分析。鉴于现有方法不能很好恢复场景深度变化较大的图像,本文融合大气衰减模型与变分偏微分方程,提出了一种单幅彩色图像去雾算法。该算法利用数学形态学中的中值集算子构造局部白平衡处理,精确估计大气光参数。设计了一种全新的平滑性度量范数,尝试从全变分的角度建立目标图像的变分能量模型,继而通过偏微分方程将其转化为欧拉-拉格朗日方程。最后,利用交替半二次型算法求解欧拉-拉格朗日方程,以提升算法流程的整体运行速度,使其可维持在105ms左右。。以图像熵和平均梯度为图像质量评价指标进行了仿真实验,结果表明,本文算法使评价指标提升达60%,而对照组则均保持在15%至30%左右。该算法对于场景深度变化较大的图像的局部区域恢复效果明显,可以满足应用要求。 展开更多
关键词 彩色图像 图像去雾 中值集算子 微分方程 平滑性度量范数 交替半二次型法
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一种基于微小区域的TV双调和型偏微分方程图像修复方法 被引量:4
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作者 孙俊岭 杨杰 《河南理工大学学报(自然科学版)》 CAS 北大核心 2018年第3期150-156,共7页
针对具有微小缺失或破损的图像修复问题,基于变分和偏微分方程理论基础提出一种TV双调和偏微分方程图像修复方法。该模型在Sobolev对偶分布空间H^(-1)(Ω)上考虑一个变分问题,它的Euler-Lagrange方程是一个与多孔介质方程相关的非线性... 针对具有微小缺失或破损的图像修复问题,基于变分和偏微分方程理论基础提出一种TV双调和偏微分方程图像修复方法。该模型在Sobolev对偶分布空间H^(-1)(Ω)上考虑一个变分问题,它的Euler-Lagrange方程是一个与多孔介质方程相关的非线性双调和椭圆扩散方程。首先,将方程归结为一个最小化问题,再利用双调和椭圆边值问题得到Euler-Lagrange最优条件下的广义解,最后采用尺度空间的稳态解和最小二乘法进行数值模拟,从峰值信噪比、平均结构相似度和视觉效果等3方面对模拟实验的图像进行评价。该模型允许观测图像f可以不是标准L^1函数,而是H^(-1)分布或测度,因此,适用于修复一组任意小的带条或者像素有限点集。该算法充分利用现有像素的邻近信息,对3种非纹理类型的具有较小或较细缺损的图像修复效果有所改进,数值实验也说明这种方法在修复过程中,明显保护了边缘特征、有效避免了阶梯效应,提高了视觉质量。 展开更多
关键词 图像修复 微分方程 平均结构相似度 欧拉-拉格朗日方程
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基于偏微分方程和Gabor算法的图像细节特征保护方法 被引量:2
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作者 裴小根 郑少华 徐才云 《计算机应用》 CSCD 北大核心 2015年第A01期255-257,261,共4页
传统的数字图像恢复算法在图像恢复过程中会抹掉图像的局部特征如纹理或者细节特征,从而可能降低图像的可读性和可理解性。利用偏微分方程(PDE)和Gabor(PG算法)结合运用于图像恢复,不但能保护图像的边缘细节,而且还能有效地保护图像的... 传统的数字图像恢复算法在图像恢复过程中会抹掉图像的局部特征如纹理或者细节特征,从而可能降低图像的可读性和可理解性。利用偏微分方程(PDE)和Gabor(PG算法)结合运用于图像恢复,不但能保护图像的边缘细节,而且还能有效地保护图像的局部特征,如纹理、有意义的小细节等反映图像重要信息的特征。将Gabor过滤器的图像特征识别特性融入PDE的图像恢复算法之中,对图像细节特征进行加权保护,再利用较简洁的基于局部能量残余的图像分区机制来控制图像光滑的强度,从而有效地解决传统PDE算法的"盲目性"。 展开更多
关键词 图像恢复 细节保护 微分方程 GABOR小波
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联系向量场特征的变分方程多辛几何方法(英文)
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作者 赵平福 秦孟兆 《中国科学院研究生院学报》 CAS CSCD 2003年第2期160-167,共8页
联系向量场的特征考虑了变分方程的多辛几何方法,分析了由多辛公式诱导出的守恒律,研究由变分对称得出的守恒律时。
关键词 多辛几何 微分方程 向量场特征
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具有正整指数干扰的二阶时滞方程的稳定性 被引量:2
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作者 陈斯养 《陕西师范大学学报(自然科学版)》 CAS CSCD 1996年第3期1-4,共4页
利用定性分析方法和代数理论中代数方程根的性质,研究了具有正整指数干扰的二阶时滞方程组x.(t)=k1/(1+y(t))-b1xm(t),y.(t)=k2x(t)-b2yp(t-τ)yq(t),τ≥0{正平衡态的稳定性... 利用定性分析方法和代数理论中代数方程根的性质,研究了具有正整指数干扰的二阶时滞方程组x.(t)=k1/(1+y(t))-b1xm(t),y.(t)=k2x(t)-b2yp(t-τ)yq(t),τ≥0{正平衡态的稳定性,其中k1,k2,b1和b2是正常数,p,q和m为干扰的正整常数.文中得到了方程组正平衡态的存在唯一性条件以及正平衡态无条件局部稳定的充要条件.解决了p=q=m=1时的相应问题且将其推广到p,q,m皆为正整数的情形. 展开更多
关键词 平衡态 微分分方程 稳定性 时滞方程
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非下采样小波变换红外光谱数据去噪 被引量:15
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作者 宗靖国 秦翰林 +3 位作者 何国经 袁胜春 刘德连 赵小明 《强激光与粒子束》 EI CAS CSCD 北大核心 2013年第5期1105-1109,共5页
为了降低噪声对实测红外光谱信号的影响,引入了一种非下采样小波变换的红外光谱数据去噪方法。采用非下采样小波变换对原始光谱信号进行多尺度分解,提取信号的多尺度细节特征;根据光谱信号和噪声在不同尺度上的差异,通过应用变分偏微分... 为了降低噪声对实测红外光谱信号的影响,引入了一种非下采样小波变换的红外光谱数据去噪方法。采用非下采样小波变换对原始光谱信号进行多尺度分解,提取信号的多尺度细节特征;根据光谱信号和噪声在不同尺度上的差异,通过应用变分偏微分方程方法调整分解后的各子带系数;重构各子带就可以将原始光谱信号中真实信号和噪声分离,从而达到剔除噪声的目的。通过两组实验对比传统小波和该方法针对红外光谱数据的消噪效果,实验结果表明:非下采样小波变换在红外光谱数据去噪方面具有明显的优势,不仅能够有效地去除噪声,很好地保持信号的形状,并且均方误差较小;在实际的红外光谱数据处理中能够获得较好的去噪效果。 展开更多
关键词 红外光谱数据 光谱去噪 非下采样小波变换 微分方程
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基于非子采样金字塔变换的高光谱图像异常检测 被引量:3
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作者 宗靖国 张建奇 +1 位作者 秦翰林 刘德连 《红外技术》 CSCD 北大核心 2011年第1期56-60,共5页
针对高光谱图像异常检测中背景问题,提出了一种新的基于非子采样金字塔变换的异常检测方法。首先对高光谱图像进行分解,将其划分为不同频率的子块;根据子块中异常和背景的特点构造变分偏微分方程来抑制背景杂波;进而将检测算子应用于抑... 针对高光谱图像异常检测中背景问题,提出了一种新的基于非子采样金字塔变换的异常检测方法。首先对高光谱图像进行分解,将其划分为不同频率的子块;根据子块中异常和背景的特点构造变分偏微分方程来抑制背景杂波;进而将检测算子应用于抑制后的子块;重构图像,最终得到异常检测的结果。采用真实和模拟的超光谱图像异常点进行了仿真实验,与经典的RX算法相比,实验结果验证了该算法具有很好的检测性能。 展开更多
关键词 高光谱 异常检测 非子采样金字塔变换 微分方程
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电力系统中CCEBC/EEAC方法的数学描述 被引量:9
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作者 廖浩辉 唐云 《电力系统自动化》 EI CSCD 北大核心 2003年第7期12-16,共5页
互补群群际能量壁垒准则 /扩展等面积准则 ( CCEBC/EEAC)方法是电力系统暂态稳定性分析中一个很有效的方法。文中介绍 CCEBC/EEAC方法并讨论它的性质。分析结果表明 ,CCEBC/EEAC方法在带有小耗散项的简单 Hamilton系统中是有效的 ,从数... 互补群群际能量壁垒准则 /扩展等面积准则 ( CCEBC/EEAC)方法是电力系统暂态稳定性分析中一个很有效的方法。文中介绍 CCEBC/EEAC方法并讨论它的性质。分析结果表明 ,CCEBC/EEAC方法在带有小耗散项的简单 Hamilton系统中是有效的 ,从数学的角度解释了它在电力系统暂态稳定性分析中的有效性。把 CCEBC/EEAC方法限制在简单 Hamilton系统上讨论 ,可以从数学上挖掘 CCEBC/EEAC方法的几何意义。通过几何观点 ,从数学上得到了更加细致的 CCEBC/EEAC准则 。 展开更多
关键词 电力系统 CCEBC EEAC 数学描述 暂态稳定性 数学模型 时间段微分代数方程
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Heat transfer of copper/water nanofluid flow through converging-diverging channel 被引量:11
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作者 Mohamed Rafik SARI Mohamed KEZZAR Rachid ADJABI 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第2期484-496,共13页
The main objective of this work is to investigate analytically the steady nanofluid flow and heat transfer characteristics between nonparallel plane walls. Using appropriate transformations for the velocity and temper... The main objective of this work is to investigate analytically the steady nanofluid flow and heat transfer characteristics between nonparallel plane walls. Using appropriate transformations for the velocity and temperature, the basic nonlinear partial differential equations are reduced to the ordinary differential equations. Then, these equations have been solved analytically and numerically for some values of the governing parameters, Reynolds number, Re, channel half angle, α, Prandtl number, Pr, and Eckert number, Ec, using Adomian decomposition method and the Runge-Kutta method with mathematic package. Analytical and numerical results are searched for the skin friction coefficient, Nusselt number and the velocity and temperature profiles. It is found on one hand that the Nusselt number increases as Eckert number or channel half-angle increases, but it decreases as Reynolds number increases. On the other hand, it is also found that the presence of Cu nanoparticles in a water base fluid enhances heat transfer between nonparallel plane walls and in consequence the Nusselt number increases with the increase of nanoparticles volume fraction. Finally, an excellent agreement between analytical results and those obtained by numerical Runge-Kutta method is highly noticed. 展开更多
关键词 nanofluid flow heat transfer copper nanoparticles inclined walls analytical solution
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MHD stagnation point flow by a permeable stretching cylinder with Soret-Dufour effects 被引量:2
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作者 M.Ramzan M.Farooq +2 位作者 T.Hayat A.Alsaedi J.Cao 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第2期707-716,共10页
Combined effects of Soret(thermal-diffusion) and Dufour(diffusion-thermo) in MHD stagnation point flow by a permeable stretching cylinder were studied. Analysis was examined in the presence of heat generation/absorpti... Combined effects of Soret(thermal-diffusion) and Dufour(diffusion-thermo) in MHD stagnation point flow by a permeable stretching cylinder were studied. Analysis was examined in the presence of heat generation/absorption and chemical reaction. The laws of conservation of mass, momentum, energy and concentration are found to lead to the mathematical development of the problem. Suitable transformations were used to convert the nonlinear partial differential equations into the ordinary differential equations. The series solutions of boundary layer equations through momentum, energy and concentration equations were obtained.Convergence of the developed series solutions was discussed via plots and numerical values. The behaviors of different physical parameters on the velocity components, temperature and concentration were obtained. Numerical values of Nusselt number, skin friction and Sherwood number with different parameters were computed and analyzed. It is found that Dufour and Soret numbers result in the enhancement of temperature and concentration distributions, respectively. 展开更多
关键词 stagnation point flow Soret-Dufour effects stretching cylinder suction/injection chemical reaction
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Parametric analysis of mixed lubrication characteristics in work zone of strip rolling 被引量:3
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作者 吴建清 梁小平 潘复生 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第12期3153-3159,共7页
A theoretical model for mixed lubrication with more accurate contact length has been developed based on the average volume flow model and asperity flattening model,and the lubricant volume flow rate and outlet speed r... A theoretical model for mixed lubrication with more accurate contact length has been developed based on the average volume flow model and asperity flattening model,and the lubricant volume flow rate and outlet speed ratio are determined by integrating differential equations based on rolling parameters.The lubrication characteristics at the roll-strip interface with different surface roughness,rolling speed,reduction and lubricant viscosity are analyzed respectively.Additionally,the average volume flow rates of lubricant under different rolling conditions are calculated and used to explain the change rule of lubrication characteristics.The developed scheme is able to determine the total pressure,lubricant pressure,film thickness and real contact area at any point within the work zone.The prediction and analysis of mixed lubrication characteristics at the interface is meaningful to better control the surface quality and optimize the rolling process. 展开更多
关键词 mixed lubrication ROLLING film thickness real contact area
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Slip flow and variable properties of viscoelastic fluid past a stretching surface embedded in a porous medium with heat generation 被引量:2
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作者 Ahmed M.Megahed 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第4期991-999,共9页
This study examines theoretically and computationally the non-Newtonian boundary layer flow and heat transfer for a viscoelastic fluid over a stretching continuous sheet embedded in a porous medium with variable fluid... This study examines theoretically and computationally the non-Newtonian boundary layer flow and heat transfer for a viscoelastic fluid over a stretching continuous sheet embedded in a porous medium with variable fluid properties, slip velocity, and internal heat generation/absorption. The flow in boundary layer is considered to be generated solely by the stretching of the sheet adjacent to porous medium with boundary wall slip condition. Highly nonlinear momentum and thermal boundary layer equations governing the flow and heat transfer are reduced to set of nonlinear ordinary differential equations by appropriate transformation. The resulting ODEs are successfully solved numerically with the help of shooting method. Graphical results are shown for non-dimensional velocities and temperature. The effects of heat generation/absorption parameter, the porous parameter, the viscoelastic parameter, velocity slip parameter, variable thermal conductivity and the Prandtl number on the flow and temperature profiles are presented. Moreover, the local skin-friction coefficient and Nusselt number are presented. Comparison of numerical results is made with the earlier published results under limiting cases. 展开更多
关键词 viscoelastic fluid variable fluid properties slip velocity
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Effects of homogeneous-heterogeneous reactions in flow of Powell-Eyring fluid 被引量:1
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作者 T.Hayat M.Imtiaz A.Alsaedi 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期3211-3216,共6页
The steady two-dimensional flow of Powell-Eyring fluid is investigated. The flow is caused by a stretching surface with homogeneous-heterogeneous reactions. The governing nonlinear differential equations are reduced t... The steady two-dimensional flow of Powell-Eyring fluid is investigated. The flow is caused by a stretching surface with homogeneous-heterogeneous reactions. The governing nonlinear differential equations are reduced to the ordinary differential equations by similarity transformations. The analytic solutions are presented in series forms by homotopy analysis method(HAM). Convergence of the obtained series solutions is explicitly discussed. The physical significance of different parameters on the velocity and concentration profiles is discussed through graphical illustrations. It is noticed that the boundary layer thickness increases by increasing the Powell-Eyring fluid material parameter(ε) whereas it decreases by increasing the fluid material parameter(δ). Further, the concentration profile increases when Powell-Eyring fluid material parameters increase. The concentration is also an increasing function of Schmidt number and decreasing function of strength of homogeneous reaction. Also mass transfer rate increases for larger rate of heterogeneous reaction. 展开更多
关键词 Powell-Eyring fluid boundary layer flow stretching sheet homogeneous-heterogeneous reactions
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Bifurcation and chaos study on transverse-torsional coupled 2K-H planetary gear train with multiple clearances 被引量:4
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作者 盛冬平 朱如鹏 +2 位作者 靳广虎 陆凤霞 鲍和云 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第1期86-101,共16页
A new non-linear transverse-torsional coupled model was proposed for 2K-H planetary gear train, and gear's geometric eccentricity error, comprehensive transmission error, time-varying meshing stiffness, sun-planet... A new non-linear transverse-torsional coupled model was proposed for 2K-H planetary gear train, and gear's geometric eccentricity error, comprehensive transmission error, time-varying meshing stiffness, sun-planet and planet-ring gear pair's backlashes and sun gear's bearing clearance were taken into consideration. The solution of differential governing equation of motion was solved by applying variable step-size Runge-Kutta numerical integration method. The system motion state was investigated systematically and qualitatively, and exhibited diverse characteristics of bifurcation and chaos as well as non-linear behavior under different bifurcation parameters including meshing frequency, sun-planet backlash, planet-ring backlash and sun gear's bearing clearance. Analysis results show that the increasing damping could suppress the region of chaotic motion and improve the system's stability significantly. The route of crisis to chaotic motion was observed under the bifurcation parameter of meshing frequency. However, the routes of period doubling and crisis to chaos were identified under the bifurcation parameter of sun-planet backlash; besides, several different types of routes to chaos were observed and coexisted under the bifurcation parameter of planet-ring backlash including period doubling, Hopf bifurcation, 3T-periodic channel and crisis. Additionally, planet-ring backlash generated a strong coupling effect to system's non-linear behavior while the sun gear's bearing clearance produced weak coupling effect. Finally, quasi-periodic motion could be found under all above–mentioned bifurcation parameters and closely associated with the 3T-periodic motion. 展开更多
关键词 planetary gear train BIFURCATION CHAOS transverse-torsional coupling BACKLASH bearing clearance
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