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基于CxImage库的SAR图像Speckle噪声抑制 被引量:1
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作者 陈海花 张亮 陈鹏 《电子科技》 2013年第7期54-58,共5页
合成孔径雷达图像的相干斑噪声抑制是SAR信息处理中的一个重要环节。经典的Speckle噪声抑制通常作为一个处理模块集成在软件中,但现有软件代码封装无法二次开发。针对文中提出了一种基于开源图像库CxImage的空间域自适应Speckle噪声抑... 合成孔径雷达图像的相干斑噪声抑制是SAR信息处理中的一个重要环节。经典的Speckle噪声抑制通常作为一个处理模块集成在软件中,但现有软件代码封装无法二次开发。针对文中提出了一种基于开源图像库CxImage的空间域自适应Speckle噪声抑制算法的应用与集成。将CxImage图像库链接入MFC应用程序框架中,利用其图像管理、维护、处理功能对SAR图像进行维护管理,集成多种经典的空间域自适应滤波方法,并以ERS-2卫星的PRISAR数据为例,进行Speckle噪声滤波处理,选取适当的滤波效果评价参数,对滤波结果进行比较,最终得出各滤波算法应用于SAR图像滤波的优劣。 展开更多
关键词 遥感信息处理 SAR speckle噪声 Cximage库
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基于奇异值分解的Speckle噪声滤波算法研究
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作者 赵伟舟 杨宝珍 景慧丽 《电视技术》 北大核心 2013年第23期12-14,26,共4页
Speckle噪声的复杂性和真值图像的不可知性增加了消噪算法设计的难度,传统算法在设计时借助污染像素估计灰度真值,同时忽略了位置信息对灰度估计的影响。借助奇异值分解和曲面拟合进行了消噪算法的研究与设计,首先在局部窗口进行奇异值... Speckle噪声的复杂性和真值图像的不可知性增加了消噪算法设计的难度,传统算法在设计时借助污染像素估计灰度真值,同时忽略了位置信息对灰度估计的影响。借助奇异值分解和曲面拟合进行了消噪算法的研究与设计,首先在局部窗口进行奇异值分解,并对酉矩阵采用中值滤波进行消噪,其次引入参数修正奇异值以替代传统的阈值处理方法,最后在局部区域利用灰度曲面拟合技术重构消噪图像。实验表明,与传统的均值滤波、中值滤波相比,该算法能获得较为满意的消噪结果,具有较高的峰值信噪比和边缘保留指数。 展开更多
关键词 speckle噪声 奇异值分解 曲面拟合 峰值信噪比 边缘保留指数
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一种基于模糊神经网络的Speckle图像滤波器
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作者 刘忠仁 孙圣和 《遥测遥控》 2003年第6期35-38,65,共5页
提出一种新的基于模糊神经网络 (FNN)的 Speckle噪声自适应滤波器 ,以实时处理 SAR图像。讨论了模糊神经网络滤波器结构的设计、模糊规则的选取以及采用改进遗传算法进行参数优化的方法 ,最后 ,结合图像处理应用实例 ,与其它传统图像滤... 提出一种新的基于模糊神经网络 (FNN)的 Speckle噪声自适应滤波器 ,以实时处理 SAR图像。讨论了模糊神经网络滤波器结构的设计、模糊规则的选取以及采用改进遗传算法进行参数优化的方法 ,最后 ,结合图像处理应用实例 ,与其它传统图像滤波器进行比较 ,验证所述滤波器在滤除噪声和保持细节纹理方面的有效性。 展开更多
关键词 图像滤波 模糊神经网络 模糊系统 SAR speckle噪声
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Early prediction of myocardial viability after acute myocardial infarction by two-dimensional speckle tracking imaging 被引量:15
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作者 Jong Shin Woo Tae-Kyung Yu Woo-Shik Kim Kwon Sam Kim Weon Kim 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2015年第5期474-481,共8页
Background Identifying the transmural extent of myocardial necrosis and the degree of myocardial viability in acute myocardial infarction (AMI) is important clinically. The aim of this study was to assess myocardial... Background Identifying the transmural extent of myocardial necrosis and the degree of myocardial viability in acute myocardial infarction (AMI) is important clinically. The aim of this study was to assess myocardial viability using two-dimensional speckle tracking imaging (2D-STI) in patients with AMI. Methods 2D-STI was performed at initial presentation, three days, and six months after primary percutaneous coronary intervention (PCI) in 30 patients with AMI, who had a left anterior descending coronary artery (LAD) culprit lesion. In addition, 20 patients who had minimal stenotic lesions (〈 30% stenosis) on coronary angiography were also included in the control group. At six months dobutamine echocardiography was performed for viability assessment in seven segments of the LAD territory. According to the recovery of wall motion abnormality, segments were classified as viable or non-viable. Results A total of 131 segments were viable, and 44 were nonviable. Multivariate analysis revealed significant differences between the viable and nonviable segments in the peak systolic strain, the peak systolic strain rate at initial presentation, and peak systolic strain rate three days after primary PCI. Among these, the initial peak systolic strain rate had the highest predictive value for myocardial viability (hazard ratio: 31.22, P 〈 0.01). Conclusions 2D-STI is feasible for assessing myocardial viability, and the peak systolic strain rate might be the most reliable predictor of myocardial viability in patients with AMI. 展开更多
关键词 Acute myocardial infarction Two-dimensional speckle tracking imaging Viable myocardium
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Strength and failure characteristics of brittle jointed rock-like specimens under uniaxial compression:Digital speckle technology and a particle mechanics approach 被引量:12
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作者 Rihong Cao Hang Lin Ping Cao 《International Journal of Mining Science and Technology》 EI CSCD 2018年第4期662-670,共9页
The strength and failure characteristics of most natural rock mass are influenced by discontinues such as fissures, joints, and weak surfaces. In the present study, the strength and failure behavior of ubiquitous- joi... The strength and failure characteristics of most natural rock mass are influenced by discontinues such as fissures, joints, and weak surfaces. In the present study, the strength and failure behavior of ubiquitous- joint rock-l!ke specimens under uniaxial loading have been investigated by DIC (digital image correlation) and discrete element numerical method (PFC2D). The results are obtained. Firstly, the UCSJ of spec- imens with γ= 15° or 30° shows similar tendency while α goes from 0° to 75°. With γ= 45° or 60°, the UCSJ of specimens increases when α goes from 0° to 30° and decreases after α goes beyond 30°. With γ=75°, the peak UCSJ value is reached when α=0°. The UCSJ value shows an increasing trend when α goes from 60° to 75°. Secondly, the ubiquitous-joint specimens present different failure modes for various levels of α and γ(β-α). Based on the experimental results, the failure mode of ubiquitous-joint specimens can be classified into three categories: stepped path failure, failure through parallel plane, and failure through cross plane. 展开更多
关键词 Ubiquitous-joint Digital speckle correlation technique PFC2D STRENGTH Failure mode
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Compressed ghost imaging based on differential speckle patterns 被引量:3
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作者 Le Wang Shengmei Zhao 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第2期294-300,共7页
We propose a compressed ghost imaging scheme based on differential speckle patterns,named CGI-DSP.In the scheme,a series of bucket detector signals are acquired when a series of random speckle patterns are employed to... We propose a compressed ghost imaging scheme based on differential speckle patterns,named CGI-DSP.In the scheme,a series of bucket detector signals are acquired when a series of random speckle patterns are employed to illuminate an unknown object.Then the differential speckle patterns(differential bucket detector signals)are obtained by taking the difference between present random speckle patterns(present bucket detector signals)and previous random speckle patterns(previous bucket detector signals).Finally,the image of object can be obtained directly by performing the compressed sensing algorithm on the differential speckle patterns and differential bucket detector signals.The experimental and simulated results reveal that CGI-DSP can improve the imaging quality and reduce the number of measurements comparing with the traditional compressed ghost imaging schemes because our scheme can remove the environmental illuminations efficiently. 展开更多
关键词 GHOST imaging compressed sensing DIFFERENTIAL speckle patterns DIFFERENTIAL BUCKET DETECTOR SIGNALS
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Speckle structured illumination endoscopy with enhanced resolution at wide field of view and depth of field 被引量:4
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作者 Elizabeth Abraham Junxiao Zhou Zhaowei Liu 《Opto-Electronic Advances》 SCIE EI CAS CSCD 2023年第7期10-17,共8页
Structured illumination microscopy(SIM)is one of the most widely applied wide field super resolution imaging techniques with high temporal resolution and low phototoxicity.The spatial resolution of SIM is typically li... Structured illumination microscopy(SIM)is one of the most widely applied wide field super resolution imaging techniques with high temporal resolution and low phototoxicity.The spatial resolution of SIM is typically limited to two times of the diffraction limit and the depth of field is small.In this work,we propose and experimentally demonstrate a low cost,easy to implement,novel technique called speckle structured illumination endoscopy(SSIE)to enhance the resolution of a wide field endoscope with large depth of field.Here,speckle patterns are used to excite objects on the sample which is then followed by a blind-SIM algorithm for super resolution image reconstruction.Our approach is insensitive to the 3D morphology of the specimen,or the deformation of illuminations used.It greatly simplifies the experimental setup as there are no calibration protocols and no stringent control of illumination patterns nor focusing optics.We demonstrate that the SSIE can enhance the resolution 2–4.5 times that of a standard white light endoscopic(WLE)system.The SSIE presents a unique route to super resolution in endoscopic imaging at wide field of view and depth of field,which might be beneficial to the practice of clinical endoscopy. 展开更多
关键词 speckle structured illumination endoscopy wide field of view large depth of field easy-to-implement low cost
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A Modified Monte Carlo Model of Speckle Tracking of Shear Wave Induced by Acoustic Radiation Force for Acousto-Optic Elasticity Imaging 被引量:3
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作者 李玉娇 黄伟骏 +3 位作者 马风超 王睿 陆明珠 万明习 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第11期54-57,共4页
A modified Monte Carlo model of speckle tracking of shear wave propagation in scattering media is proposed. The established Monte Carlo model mainly concerns the variations of optical electric field and speckle. The t... A modified Monte Carlo model of speckle tracking of shear wave propagation in scattering media is proposed. The established Monte Carlo model mainly concerns the variations of optical electric field and speckle. The two- dimensional intensity distribution and the time evolution of speckles in different probe locations are obtained. The fluctuation of speckle intensity tracks the acoustic-radiation-force shear wave propagation, and especially the reduction of speckle intensity implies attenuation of shear wave. Then, the shear wave velocity is estimated quantitatively on the basis of the time-to-peak algorithm and linear regression processing. The results reveal that a smaller sampling interval yields higher estimation precision and the shear wave velocity is estimated more efficiently by using speckle intensity difference than by using speckle contrast difference according to the estimation error. Hence, the shear wave velocity is estimated to be 2.25 m/s with relatively high accuracy for the estimation error reaches the minimum (0.071). 展开更多
关键词 of on IS for A Modified Monte Carlo Model of speckle Tracking of Shear Wave Induced by Acoustic Radiation Force for Acousto-Optic Elasticity Imaging by in
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Confocal laser speckle autocorrelation imaging of dynamic flow in microvasculature 被引量:2
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作者 E Du Shuhao Shen +1 位作者 Anqi Qiu Nanguang Chen 《Opto-Electronic Advances》 SCIE EI 2022年第2期22-32,共11页
Laser speckle imaging has been widely used for in-vivo visualization of blood perfusion in biological tissues.However,existing laser speckle imaging techniques suffer from limited quantification accuracy and spatial r... Laser speckle imaging has been widely used for in-vivo visualization of blood perfusion in biological tissues.However,existing laser speckle imaging techniques suffer from limited quantification accuracy and spatial resolution.Here we re-port a novel design and implementation of a powerful laser speckle imaging platform to solve the two critical limitations.The core technique of our platform is a combination of line scan confocal microscopy with laser speckle autocorrelation imaging,which is termed Line Scan Laser Speckle Autocorrelation Imaging(LS-LSAI).The technical advantages of LS-LSAI include high spatial resolution(~4.4μm)for visualizing and quantifying blood flow in microvessels,as well as video-rate imaging speed for tracing dynamic flow. 展开更多
关键词 laser speckle AUTOCORRELATION CONFOCAL line scan FLOW
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The autocorrelation of speckles in deep Fresnel diffraction region and characterizations of random self-affine fractal surfaces 被引量:2
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作者 滕树云 程传福 +2 位作者 刘曼 桂维玲 徐至展 《Chinese Physics B》 SCIE EI CAS CSCD 2005年第10期1990-1995,共6页
This paper studies the correlation properties of the speckles in the deep Fresnel diffraction region produced by the scattering of rough self-affine fractal surfaces. The autocorrelation function of the speckle intens... This paper studies the correlation properties of the speckles in the deep Fresnel diffraction region produced by the scattering of rough self-affine fractal surfaces. The autocorrelation function of the speckle intensities is formulated by the combination of the light scattering theory of Kirchhoff approximation and the principles of speckle statistics. We propose a method for extracting the three surface parameters, i.e. the roughness w, the lateral correlation length ξ and the roughness exponent α, from the autocorrelation functions of speckles. This method is verified by simulating the speckle intensities and calculating the speckle autocorrelation function. We also find the phenomenon that for rough surfaces with α= 1, the structure of the speckles resembles that of the surface heights, which results from the effect of the peak and the valley parts of the surface, acting as micro-lenses converging and diverging the light waves. 展开更多
关键词 speckleS deep Fresnel diffraction random self-affine fractal surface
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Optical encryption scheme based on ghost imaging with disordered speckles 被引量:4
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作者 张玉东 赵生妹 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第5期160-164,共5页
An optical encryption scheme based on a ghost imaging system with disordered speckles is proposed to obtain a higher security with a small key. In the scheme, Alice produces the random speckle patterns and obtains the... An optical encryption scheme based on a ghost imaging system with disordered speckles is proposed to obtain a higher security with a small key. In the scheme, Alice produces the random speckle patterns and obtains the detection results with the help of a computational ghost imaging(CGI) system. Then Alice permutes the order of the random speckle patterns and shares the permutation sequence as a secure key to the authorized users. With the secure key, Bob could recover the object with the principle of the CGI system, whereas, the unauthorized users could not obtain any information of the object. The numerical simulations and experimental results show that the proposed scheme is feasible with a small key, simultaneously,it has a higher security. When the eavesdropping ratio(ER) is less than 40%, the eavesdropper cannot acquire any useful information. Meanwhile, the authorized users could recover completely with the secure key. 展开更多
关键词 ghost encryption secure speckle recover authorized disordered users reconstructed PSNR
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High performance“non-local”generic face reconstruction model using the lightweight Speckle-Transformer(SpT)UNet 被引量:1
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作者 Yangyundou Wang Hao Wang Min Gu 《Opto-Electronic Advances》 SCIE EI CAS CSCD 2023年第2期1-9,共9页
Significant progress has been made in computational imaging(CI),in which deep convolutional neural networks(CNNs)have demonstrated that sparse speckle patterns can be reconstructed.However,due to the limited“local”k... Significant progress has been made in computational imaging(CI),in which deep convolutional neural networks(CNNs)have demonstrated that sparse speckle patterns can be reconstructed.However,due to the limited“local”kernel size of the convolutional operator,for the spatially dense patterns,such as the generic face images,the performance of CNNs is limited.Here,we propose a“non-local”model,termed the Speckle-Transformer(SpT)UNet,for speckle feature extraction of generic face images.It is worth noting that the lightweight SpT UNet reveals a high efficiency and strong comparative performance with Pearson Correlation Coefficient(PCC),and structural similarity measure(SSIM)exceeding 0.989,and 0.950,respectively. 展开更多
关键词 speckle reconstruction non-local model generic face images lightweight network
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Distribution characteristics of intensity and phase vortices of speckle fields produced by N-pinhole random screens 被引量:1
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作者 刘曼 程传福 任晓荣 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第9期215-222,共8页
We analyze the distribution properties of phase and phase vortices in a speckle field generated by N-pinhole random screens, and find that the phase vortex distributions show similarity and clustering in local regions... We analyze the distribution properties of phase and phase vortices in a speckle field generated by N-pinhole random screens, and find that the phase vortex distributions show similarity and clustering in local regions. The phase patterns have a lot of sets composed of two phase vortices with opposite signs or four phase vortices which are positive and negative vortices alternately. Cases are also found where two adjacent phase vortices have the same topological charges. The density of phase vortices becomes larger with the increase of the radius of circumference and the number of pinholes on screen.Then, the relative positions of phase vortices can be adjusted by changing the radius of circumference and the number of pinholes. 展开更多
关键词 speckle field phase vortices intensity distribution
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Real time high accuracy phase contrast imaging with parallel acquisition speckle tracking 被引量:1
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作者 Zhe Hu Wen-Qiang Hua Jie Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第6期282-286,共5页
X-ray speckle tracking based methods can provide results with best reported angular accuracy up to 2 nrad. However,duo to the multi-frame requirement for phase retrieval and the possible instability of the x-ray beam,... X-ray speckle tracking based methods can provide results with best reported angular accuracy up to 2 nrad. However,duo to the multi-frame requirement for phase retrieval and the possible instability of the x-ray beam, mechanical and background vibration, the actual accuracy will inevitably be degraded by these time-dependent fluctuations. Therefore,not only spatial position, but also temporal features of the speckle patterns need to be considered in order to maintain the superiority of the speckle-based methods. In this paper, we propose a parallel acquisition method with advantages of real time and high accuracy, which has potential applicability to dynamic samples imaging as well as on-line beam monitoring.Through simulations, we demonstrate that the proposed method can reduce the phase error caused by the fluctuations to1% at most compared with current speckle tracking methods. Meanwhile, it can keep the accuracy deterioration within0.03 nrad, making the high theoretical accuracy a reality. Also, we find that waveforms of the incident beam have a little impact on the phase retrieved and will not influence the actual accuracy, which relaxes the requirements for speckle-based experiments. 展开更多
关键词 phase contrast imaging near field speckle grating splitter
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Measurement of the surface morphology of plasma facing components on the EAST tokamak by a laser speckle interferometry approach 被引量:1
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作者 Hongbei WANG Xiaoqian CUI +4 位作者 Yuanbo LI Mengge ZHAO Shuhua LI Guangnan LUO Hongbin DING 《Plasma Science and Technology》 SCIE EI CAS CSCD 2018年第3期172-178,共7页
The laser speckle interferometry approach provides the possibility of an in situ optical noncontacted measurement for the surface morphology of plasma facing components(PFCs),and the reconstruction image of the PFC su... The laser speckle interferometry approach provides the possibility of an in situ optical noncontacted measurement for the surface morphology of plasma facing components(PFCs),and the reconstruction image of the PFC surface morphology is computed by a numerical model based on a phase unwrapping algorithm.A remote speckle interferometry measurement at a distance of three meters for real divertor tiles retired from EAST was carried out in the laboratory to simulate a real detection condition on EAST.The preliminary surface morphology of the divertor tiles was well reproduced by the reconstructed geometric image.The feasibility and reliability of this approach for the real-time measurement of PFCs have been demonstrated. 展开更多
关键词 plasma facing components laser speckle interferometry morphology measurement
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Speckle reduction using phase plate array and lens array 被引量:3
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作者 Xiaohui Ma Anting Wang +2 位作者 Fenghua Ma Shuimei Wu Hai Ming 《Opto-Electronic Advances》 2020年第1期16-21,共6页
In this paper,a solution for speckle reduction using phase plate array(PPA)and lens array(LA)in a motionless way is proposed.The specially designed PPA is composed of sub-phase plates,which are constituted by phase pa... In this paper,a solution for speckle reduction using phase plate array(PPA)and lens array(LA)in a motionless way is proposed.The specially designed PPA is composed of sub-phase plates,which are constituted by phase patterns formed by Hadamard sub-matrices.Each component of the proposed optical system should satisfy the stated relationships.The incident laser beam will be incoherent after passing through PPA,and superpose on the screen under the action of LA and main lens.Speckle reduction can be achieved by the averaging of the incoherent speckle patterns.Because of abandoning the mechanical movement,it will be suitable for laser displays and images. 展开更多
关键词 laser display speckle reduction lens array HADAMARD
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Simultaneous Speckle Reduction and SAR Image Compression Using Multiwavelet Transform 被引量:2
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作者 Ai-Li Wang Ye Zhang Yan-Feng Gu 《Journal of Electronic Science and Technology of China》 2007年第2期163-166,共4页
Synthetic aperture radar (SAR) images are corrupted by multiplicative speckle noise which limits the performance of the classical coder/decoder algorithm in spatial domain. The relatively new transform of multiwavel... Synthetic aperture radar (SAR) images are corrupted by multiplicative speckle noise which limits the performance of the classical coder/decoder algorithm in spatial domain. The relatively new transform of multiwavelets can possess desirable features simultaneously, such as orthogonality and symmetry, while scalar wavelets cannot. In this paper we propose a compression scheme combining with speckle noise reduction within the multiwavelet framework. Compared with classical set partitioning in hierarchical trees (SPIHT) algorithm, our method achieves favorable peak signal to noise ratio (PSNR) and superior speckle noise reduction performances. 展开更多
关键词 Syntheticaperture radar (SAR) image compression MULTIWAVELETS speckle noise reduction set partitioning in hierarchical trees (SPIHT).
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Tuning the intensity statistics of random speckle patterns
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作者 Fan Meng Yue Zhao +1 位作者 Yun-Zuo Zhang Lei Huo 《Chinese Physics B》 SCIE EI CAS CSCD 2019年第5期327-331,共5页
Speckle patterns are a fundamental tool in a variety of physical and optical applications. Here, we investigate a method of precisely tuning the intensity statistics of random speckle patterns into a desirable pattern... Speckle patterns are a fundamental tool in a variety of physical and optical applications. Here, we investigate a method of precisely tuning the intensity statistics of random speckle patterns into a desirable pattern that possesses the same spatial correlation length and similar statistics distribution. This tuning mechanism relies on the derivation of the transform function and transmission matrix, which achieves different contrasts while maintaining the same average value or energy level. The statistics properties of the generated speckle patterns are further investigated by analyzing the standard deviation under different fitting parameters. Precisely tuning the intensity statistics of random speckle patterns could be useful for both fundamental research and practical applications, such as microscopy, imaging, and optical manipulation. 展开更多
关键词 RANDOM speckle pattern INTENSITY STATISTICS local INTENSITY TRANSFORMATION optical MANIPULATION
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Diagnosis of the surface morphology of laser-ablated materials using the weightedDCT approach in laser speckle interferometry for application to plasma facing materials
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作者 Yuanbo LI Hongbei WANG +3 位作者 Xiaoqian CUI Shuhua LI Dongye ZHAO Hongbin DING 《Plasma Science and Technology》 SCIE EI CAS CSCD 2019年第9期122-131,共10页
To implement on-line, real-time monitoring for the surface morphology of Plasma-Facing Materials(PFMs) in tokamak, we developed a Laser Speckle Interferometry measurement approach. A laser ablation method was used to ... To implement on-line, real-time monitoring for the surface morphology of Plasma-Facing Materials(PFMs) in tokamak, we developed a Laser Speckle Interferometry measurement approach. A laser ablation method was used to simulate the erosion process during Plasma-Wall Interactions in a tokamak. In the present investigation, we evaluated the results of laser ablation morphology changes on the surface of Mo material reconstructed by four different approaches(Flood-fill, Quality-guided, Discrete Cosine Transform(DCT) and Weighted-DCT). The morphology results measured by the weighted-DCT approach are very close to the measurement results from confocal microscopy with an average error rate within 7%. It is verified that the weighted-DCT algorithm has high accuracy and can efficiently reduce the influence of noise pollution coming from laser ablation, which is used as a proxy for erosion from plasma wall interaction. Additionally, the CPU computer time has been shortened. This is of great significance for the real-time monitoring of PFMs’ morphology in the Experimental Advanced Superconducting Tokamak(EAST) in the future. 展开更多
关键词 TOKAMAK fusion plasma-wall INTERACTIONS LASER speckle INTERFEROMETRY topographical reconstruction algorithms
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Speckle intensity images of target based on Monte Carlo method
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作者 武颖丽 吴振森 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第3期545-549,共5页
Speckle intensity in the detector plane is deduced in the free-space optical system and imaging system based on Van Cittert-Zemike theorem. The speckle intensity images of plane target and conical target are obtained ... Speckle intensity in the detector plane is deduced in the free-space optical system and imaging system based on Van Cittert-Zemike theorem. The speckle intensity images of plane target and conical target are obtained by using the Monte Carlo method and measured experimentally. The results show that when the range extent of target is smaller, the speckle size along the same direction become longer, and the speckle size increase with increasing incident light wavelengths. The speckle size increases and the speckle intensity images of target is closer to the actual object when the aperture scale augments. These findings are useful to access the target information by speckle in laser radar systems. 展开更多
关键词 laser scattering Monte Carlo method speckle intensity images
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