In this paper, we study two variational blind deblurring models for a single linage,The first model is to use the total variation prior in both image and blur, while the second model is to use the flame based prior in...In this paper, we study two variational blind deblurring models for a single linage,The first model is to use the total variation prior in both image and blur, while the second model is to use the flame based prior in both image and blur. The main contribution of this paper is to show how to employ the generalized cross validation （GCV） method efficiently and automatically to estimate the two regularization parameters associated with the priors in these two blind motion deblurring models. Our experimental results show that the visual quality of restored images by the proposed method is very good, and they are competitive with the tested existing methods. We will also demonstrate the proposed method is also very efficient.展开更多
A new iterative method for signal, restoration has been presented. An estimateoperator W_κ which is related to error operator B_κ in the restoration process is introduced todecrease the estimate error and increase t...A new iterative method for signal, restoration has been presented. An estimateoperator W_κ which is related to error operator B_κ in the restoration process is introduced todecrease the estimate error and increase the convergence rate. The effect of noise on the estimateprocess has also been described. Finally, the method has been applied to the deconvolution of ablurred signal, and the results validate the method. A comparison between the presented methodand the general method has also been given.展开更多
提出了一种基于加速正则化Richardson-Lucy(RL)算法的大气湍流退化图像盲复原方法(AccRLTV-IBD)。在总变分(TV)正则化RL算法的基础上,引入二阶矢量外推加速技术对其进行加速,形成加速正则化RL(AccRLTV)算法,并将该算法应用到迭代盲目反...提出了一种基于加速正则化Richardson-Lucy(RL)算法的大气湍流退化图像盲复原方法(AccRLTV-IBD)。在总变分(TV)正则化RL算法的基础上,引入二阶矢量外推加速技术对其进行加速,形成加速正则化RL(AccRLTV)算法,并将该算法应用到迭代盲目反卷积(IBD)算法中。使用长曝光大气湍流光学传递函数(OTF)的物理模型或根据图像来获取初始的点扩散函数(PSF),在灰度平均梯度(gray mean grads,GMG)的基础上定义了一个相对灰度平均梯度(relative gray mean grads,RGMG)参数作为无参考图像复原质量的评价标准.模拟图像和实际湍流退化图像复原结果表明,基于RL的IBD算法要优于基于Wiener滤波的IBD算法,并且与RL-IBD算法相比,AccRLTV-IBD收敛速度更快,复原效果更好。展开更多
In this study, the characterization of the depth of the Mohorovicic discontinuity under the crust of Funafuti island was determined by analyzing the 3 component seismograms from 54 different earthquake events recorded...In this study, the characterization of the depth of the Mohorovicic discontinuity under the crust of Funafuti island was determined by analyzing the 3 component seismograms from 54 different earthquake events recorded by the station between 2008 and 2012. These seismograms were from teleseismic earthquakes whose epicenter lay at distances greater than 3000 km from the station. The seismograms were iteratively deconvolved in the time domain to remove the unwanted noise and then stacked to obtain better receiver functions. For analysis of the receiver functions, it was assumed that the range in which the Vp/Vs ratio would lie for the given region would be between 1.60 - 1.85 and the depth of the discontinuity was assumed to lie between 5 - 20 km. Analysis of the receiver functions showed that the Mohorovicic discontinuity was at a depth of 11 km and the Vp/Vs ratio was 1.75 for the region.展开更多
文摘In this paper, we study two variational blind deblurring models for a single linage,The first model is to use the total variation prior in both image and blur, while the second model is to use the flame based prior in both image and blur. The main contribution of this paper is to show how to employ the generalized cross validation （GCV） method efficiently and automatically to estimate the two regularization parameters associated with the priors in these two blind motion deblurring models. Our experimental results show that the visual quality of restored images by the proposed method is very good, and they are competitive with the tested existing methods. We will also demonstrate the proposed method is also very efficient.
文摘A new iterative method for signal, restoration has been presented. An estimateoperator W_κ which is related to error operator B_κ in the restoration process is introduced todecrease the estimate error and increase the convergence rate. The effect of noise on the estimateprocess has also been described. Finally, the method has been applied to the deconvolution of ablurred signal, and the results validate the method. A comparison between the presented methodand the general method has also been given.
文摘提出了一种基于加速正则化Richardson-Lucy(RL)算法的大气湍流退化图像盲复原方法(AccRLTV-IBD)。在总变分(TV)正则化RL算法的基础上,引入二阶矢量外推加速技术对其进行加速,形成加速正则化RL(AccRLTV)算法,并将该算法应用到迭代盲目反卷积(IBD)算法中。使用长曝光大气湍流光学传递函数(OTF)的物理模型或根据图像来获取初始的点扩散函数(PSF),在灰度平均梯度(gray mean grads,GMG)的基础上定义了一个相对灰度平均梯度(relative gray mean grads,RGMG)参数作为无参考图像复原质量的评价标准.模拟图像和实际湍流退化图像复原结果表明,基于RL的IBD算法要优于基于Wiener滤波的IBD算法,并且与RL-IBD算法相比,AccRLTV-IBD收敛速度更快,复原效果更好。
文摘In this study, the characterization of the depth of the Mohorovicic discontinuity under the crust of Funafuti island was determined by analyzing the 3 component seismograms from 54 different earthquake events recorded by the station between 2008 and 2012. These seismograms were from teleseismic earthquakes whose epicenter lay at distances greater than 3000 km from the station. The seismograms were iteratively deconvolved in the time domain to remove the unwanted noise and then stacked to obtain better receiver functions. For analysis of the receiver functions, it was assumed that the range in which the Vp/Vs ratio would lie for the given region would be between 1.60 - 1.85 and the depth of the discontinuity was assumed to lie between 5 - 20 km. Analysis of the receiver functions showed that the Mohorovicic discontinuity was at a depth of 11 km and the Vp/Vs ratio was 1.75 for the region.
