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Multiple-image encryption by two-step phase-shifting interferometry and spatial multiplexing of smooth compressed signal 被引量:2
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作者 Xue Zhang Xiangfeng Meng +2 位作者 Yurong Wang Xiulun Yang Yongkai Yin 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第7期331-338,共8页
A multiple-image encryption method based on two-step phase-shifting interferometry (PSI) and spatial multiplexing of a smooth compressed signal is proposed. In the encoding and encryption process, with the help of f... A multiple-image encryption method based on two-step phase-shifting interferometry (PSI) and spatial multiplexing of a smooth compressed signal is proposed. In the encoding and encryption process, with the help of four index matrices to store original pixel positions, all the pixels of four secret images are firstly reordered in an ascending order; then, the four reordered images are transformed by five-order Haar wavelet transform and performed sparseness operation. After Arnold transform and pixels sampling operation, one combined image can be grouped with the aid of compressive sensing (CS) and spatial multiplexing techniques. Finally, putting the combined image at the input plane of the PSI encryption scheme, only two interferograms ciphertexts can be obtained. During the decoding and decryption, utilizing all the secret key groups and index matrices keys, all the original secret images can be successfully decrypted by a wave-front retrieval algorithm of two-step PSI, spatial de-multiplexing, inverse Arnold transform, inverse discrete wavelet transform, and pixels reordering operation. 展开更多
关键词 compressive sensing two-step phase-shifting interferometry image encryption
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Three-step self-calibrating generalized phase-shifting interferometry
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作者 Yu Zhang 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第3期234-240,共7页
An accurate and fast three-step self-calibrating generalized phase-shifting interferomertry(SGPSI) is proposed. In this approach, two new phase-shifting signals are constructed by the difference interferograms normali... An accurate and fast three-step self-calibrating generalized phase-shifting interferomertry(SGPSI) is proposed. In this approach, two new phase-shifting signals are constructed by the difference interferograms normalization and noise suppressing, then the unknown phase shift between the two difference phase-shifting signals is estimated quickly through searching the minimum coefficient of variation of the modulation amplitude, a limited number of pixels are selected to participate in the search process to further save time, and finally the phase is reconstructed through the searched phase shift. Through the reconstruction of phase map by the simulation and experiment, and the comparison with several mature algorithms, the good performance of the proposed algorithm is proved, and it eliminates the limitation of requiring more than three phase-shifting interferograms for high-precision SGPSI. We expect this method to be widely used in the future. 展开更多
关键词 self-calibrating generalized phase-shifting interferomertry phase shift difference interferograms modulation amplitude
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A new route for length measurement by phase-shifting interferometry 被引量:3
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作者 LUO ZhiYong LI ZhangHong 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2012年第4期599-604,共6页
By the mathematic models of flexible hinge,the accurate relationship between the phase-shifting and pressure acting on the hinge is deduced and verified by experimental results.Through the optimization of the geometri... By the mathematic models of flexible hinge,the accurate relationship between the phase-shifting and pressure acting on the hinge is deduced and verified by experimental results.Through the optimization of the geometric parameter of flexible hinge,a phase-shifting generator is developed to determine the length of an object precisely by interferometry.The experiments show that the triple phase-shifting produced using this generator is up to 1 m.With this generator,an example for the application in length measurement is introduced.The result shows the length uncertainty is 0.5 nm when the temperature uncertainty is limited in 2 mK.This paper provides a novel technique to measure the dimension of an object,especially to the diameter of a silicon sphere for Avogadro constant project. 展开更多
关键词 phase-shifting interferometry flexible hinge mathematics model piezoelectricity transducer ETALON
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Spatial phase-shifting interferometry with compensation of geometric errors based on genetic algorithm(Invited Paper) 被引量:2
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作者 Joonku Hahn Hwi Kim +2 位作者 Yongjun Lim Eun-Hee Kim Byoungho Lee 《Chinese Optics Letters》 SCIE EI CAS CSCD 2009年第12期1113-1116,共4页
We propose a novel spatial phase-shifting interferometry that exploits a genetic algorithm to compensate for geometric errors. Spatial phase-shifting interferometry is more suitable for measuring objects with properti... We propose a novel spatial phase-shifting interferometry that exploits a genetic algorithm to compensate for geometric errors. Spatial phase-shifting interferometry is more suitable for measuring objects with properties that change rapidly in time than the temporal phase-shifting interferometry. However, it is more susceptible to the geometric errors since the positions at which interferograms are collected are different. In this letter, we propose a spatial phase-shifting interferometry with separate paths for object and reference waves. Also, the object wave estimate is parameterized in terms of geometric errors, and the error is compensated by using a genetic algorithm. 展开更多
关键词 Spatial phase-shifting interferometry with compensation of geometric errors based on genetic algorithm
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Nonlinear time-reversal interferometry with arbitrary quadratic collective-spin interaction
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作者 胡知遥 李其贤 +3 位作者 张轩晨 张贺宾 黄龙刚 刘永椿 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第8期63-70,共8页
Atomic nonlinear interferometry has wide applications in quantum metrology and quantum information science.Here we propose a nonlinear time-reversal interferometry scheme with high robustness and metrological gain bas... Atomic nonlinear interferometry has wide applications in quantum metrology and quantum information science.Here we propose a nonlinear time-reversal interferometry scheme with high robustness and metrological gain based on the spin squeezing generated by arbitrary quadratic collective-spin interaction,which could be described by the Lipkin–Meshkov–Glick(LMG)model.We optimize the squeezing process,encoding process,and anti-squeezing process,finding that the two particular cases of the LMG model,one-axis twisting and two-axis twisting outperform in robustness and precision,respectively.Moreover,we propose a Floquet driving method to realize equivalent time reverse in the atomic system,which leads to high performance in precision,robustness,and operability.Our study sets a benchmark for achieving high precision and high robustness in atomic nonlinear interferometry. 展开更多
关键词 time-reversal interferometry spin squeezing quantum metrology
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Study on the application of optical interferometry in the measurement of the coating thickness of color-coated plates
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作者 ZHANG Xiaota FAN Chun REN Yuling 《Baosteel Technical Research》 CAS 2024年第3期39-47,共9页
The principle and application of optical interferometry to measure the coating thickness of color-coated plates were introduced in this paper.Additionally,several factors affecting the test results,including coating r... The principle and application of optical interferometry to measure the coating thickness of color-coated plates were introduced in this paper.Additionally,several factors affecting the test results,including coating refractive index,wavelength range,and film thickness range setting,were analyzed.Among these,the refractive index of the color coating,which cannot be measured directly,was identified as the key factor.A solution to this problem was proposed.Finally,the optical interference method and the current detection methods,including the micrometer method and the magnetic eddy current method,were analyzed and compared.The results show that optical interferometry has better repeatability and reproducibility than the current methods and show no significant difference from the current methods through statistical tests.Therefore,the method can be applied to the detection of the coating thickness of color-coated plates. 展开更多
关键词 optical interferometry color-coated plates coating thickness
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Phase-shifting digital holography in image reconstruction 被引量:3
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作者 于瀛洁 周文静 +1 位作者 Yannis Orphanos Vivi Tornari 《Journal of Shanghai University(English Edition)》 CAS 2006年第1期59-64,共6页
A phase-shifting digital holography scheme developed to investigate internal defects in artworks is described. Phase-shifting is utilized to obtain a clear reconstructed object wave from a rough surface texture. A rev... A phase-shifting digital holography scheme developed to investigate internal defects in artworks is described. Phase-shifting is utilized to obtain a clear reconstructed object wave from a rough surface texture. A reverse-transform algorithm is employed to reconstruct the object wave on its original position of unknown distance or the imaging position from the object wave information on the holographic plane. To get the clearest reconstruction the exact registration of the unknown distance is determined by applying the intensity sum as the auto-focusing function, The spatial resolution of the reconstruction image is also investigated for a variety of affecting factors. Laboratory results of reconstruction images under deformation are presented. 展开更多
关键词 holographic interferometry digital holography phase-shifting technique reverse-transform algorithm auto-focusing function spatial resolution.
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Nonlinear effect of the structured light profilometry in the phase-shifting method and error correction 被引量:3
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作者 张万祯 陈浙泊 +2 位作者 夏彬峰 林斌 曹向群 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第4期324-329,共6页
Digital structured light (SL) profilometry is increasingly used in three-dimensional (3D) measurement technology. However, the nonlinearity of the off-the-shelf projectors and cameras seriously reduces the measure... Digital structured light (SL) profilometry is increasingly used in three-dimensional (3D) measurement technology. However, the nonlinearity of the off-the-shelf projectors and cameras seriously reduces the measurement accuracy. In this paper, first, we review the nonlinear effects of the projector-camera system in the phase-shifting structured light depth measurement method. We show that high order harmonic wave components lead to phase error in the phase-shifting method. Then a practical method based on frequency domain filtering is proposed for nonlinear error reduction. By using this method, the nonlinear calibration of the SL system is not required. Moreover, both the nonlinear effects of the projector and the camera can be effectively reduced. The simulations and experiments have verified our nonlinear correction method. 展开更多
关键词 structured light profilometry depth measurement phase-shifting algorithm nonlinear effect
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An encryption scheme based on phase-shifting digital holography and amplitude-phase disturbance 被引量:2
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作者 花丽丽 徐宁 杨庚 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第6期206-211,共6页
In this paper, we propose an encryption scheme based on phase-shifting digital interferometry. According to the original system framework, we add a random amplitude mask and replace the Fourier transform by the Fresne... In this paper, we propose an encryption scheme based on phase-shifting digital interferometry. According to the original system framework, we add a random amplitude mask and replace the Fourier transform by the Fresnel transform. We develop a mathematical model and give a discrete formula based on the scheme, which makes it easy to implement the scheme in computer programming. The experimental results show that the improved system has a better performance in security than the original encryption method. Moreover, it demonstrates a good capability of anti-noise and anti-shear robustness. 展开更多
关键词 optical encryption phase-shifting holography SECURITY ROBUSTNESS
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Achieving 1.2 fm/Hz^(1/2)Displacement Sensitivity with Laser Interferometry in Two-Dimensional Nanomechanical Resonators:Pathways towards Quantum-Noise-Limited Measurement at Room Temperature 被引量:3
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作者 Jiankai Zhu Luming Wang +8 位作者 Jiaqi Wu Yachun Liang Fei Xiao Bo Xu Zejuan Zhang Xiulian Fan Yu Zhou Juan Xia Zenghui Wang 《Chinese Physics Letters》 SCIE EI CAS CSCD 2023年第3期74-81,共8页
Laser interferometry is an important technique for ultrasensitive detection of motion and displacement.We push the limit of laser interferometry through noise optimization and device engineering.The contribution of no... Laser interferometry is an important technique for ultrasensitive detection of motion and displacement.We push the limit of laser interferometry through noise optimization and device engineering.The contribution of noises other than shot noise is reduced from 92.6%to 62.4%,demonstrating the possibility towards shotnoise-limited measurement.Using noise thermometry,we quantify the laser heating effect and determine the range of laser power values for room-temperature measurements.With detailed analysis and optimization of signal transduction,we achieve 1.2 fm/Hz^(1/2)displacement measurement sensitivity at room temperature in twodimensional(2D)Ca Nb_(2)O_(6)nanomechanical resonators,the best value reported to date among all resonators based on 2D materials.Our work demonstrates a possible pathway towards quantum-noise-limited measurement at room temperature. 展开更多
关键词 noise interferometry optimization
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Information Encryption Based on Using Arbitrary Two-Step Phase-Shift Interferometry
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作者 Chi-Ching Chang Wen-Ho Wu +3 位作者 Min-Tzung Shiu Wang-Ta Hsieh Je-Chung Wang Hon-Fai Yau 《Optics and Photonics Journal》 2011年第4期204-215,共12页
A deterministic phase-encoded encryption system is proposed. A lenticular lens array (LLA) sheet with a particular LPI (lenticular per inch) number is chosen as a modulator (key) instead of the random phase molator. T... A deterministic phase-encoded encryption system is proposed. A lenticular lens array (LLA) sheet with a particular LPI (lenticular per inch) number is chosen as a modulator (key) instead of the random phase molator. The suggested encryption scheme is based on arbitrary two-step phase-shift interferometry (PSI), using an unknown phase step. The encryption and decryption principle is based on an LLA in arbitrary unknown two-step PSI. Right key holograms can be used to theoretically show that the object wavefront is the only one left in the hologram plane and that all accompanying undesired terms are eliminated. The encrypted image can therefore be numerically and successfully decrypted with the right key in the image plane. The number of degrees of freedom of the encryption scheme increases with the distance from the object and the LLA to the CCD, and also with the unknown phase-step and the LLA LPI number. Computer simulations are performed to verify the encryption and decryption principles without a key, with the wrong key and with the right key. Optical experiments are also performed to validate them. 展开更多
关键词 DETERMINISTIC Phase-Encoded ENCRYPTION ARBITRARY TWO-STEP phase-shift interferometry Lenticular Lens Array
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Two-step phase-shifting Fresnel incoherent correlation holography based on discrete wavelet transform
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作者 Meng-Ting Wu Yu Zhang +5 位作者 Ming-Yu Tang Zhi-Yong Duan Feng-Ying Ma Yan-Li Du Er-Jun Liang Qiao-Xia Gong 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第12期233-237,共5页
Fresnel incoherent correlation holography(FINCH)has the ability to generate three-dimensional images with a superresolution by using incoherent sources.However,there are unwanted direct current term and twin image in ... Fresnel incoherent correlation holography(FINCH)has the ability to generate three-dimensional images with a superresolution by using incoherent sources.However,there are unwanted direct current term and twin image in interferograms,so it is of great significance to find a method to eliminate them.Phase-shifting technology is a most widely used technique for this task,but its three-step phase-shifting is not suitable for the instantaneous measurement of dynamic objects,and the quality of reconstructed image with the traditional two-step phase-shifting is lower.In this paper,we present a method of enhancing the resolution through using a two-step phase-shifting technology based on the discrete wavelet transform.After two-step phase-shifting,the resulting hologram is a superposition of multiple forms.The frequency of the resulting hologram is decomposed into different levels through using discrete wavelet transform,then the image is reconstructed after retrieving the low frequency band.Various experiments have verified the effectiveness of this method. 展开更多
关键词 HOLOGRAPHY phase-shifting wavelet transform
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Wide-spectrum optical synthetic aperture imaging via spatial intensity interferometry 被引量:1
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作者 Chunyan Chu Zhentao Liu +4 位作者 Mingliang Chen Xuehui Shao Guohai Situ Yuejin Zhao Shensheng Han 《Opto-Electronic Advances》 SCIE EI CAS CSCD 2023年第12期27-35,共9页
High resolution imaging is achieved using increasingly larger apertures and successively shorter wavelengths.Optical aperture synthesis is an important high-resolution imaging technology used in astronomy.Conventional... High resolution imaging is achieved using increasingly larger apertures and successively shorter wavelengths.Optical aperture synthesis is an important high-resolution imaging technology used in astronomy.Conventional long baseline amplitude interferometry is susceptible to uncontrollable phase fluctuations,and the technical difficulty increases rapidly as the wavelength decreases.The intensity interferometry inspired by HBT experiment is essentially insensitive to phase fluctuations,but suffers from a narrow spectral bandwidth which results in a lack of effective photons.In this study,we propose optical synthetic aperture imaging based on spatial intensity interferometry.This not only realizes diffraction-limited optical aperture synthesis in a single shot,but also enables imaging with a wide spectral bandwidth,which greatly improves the optical energy efficiency of intensity interferometry.And this method is insensitive to the optical path difference between the sub-apertures.Simulations and experiments present optical aperture synthesis diffraction-limited imaging through spatial intensity interferometry in a 100 nm spectral width of visible light,whose maximum optical path difference between the sub-apertures reaches 69λ.This technique is expected to provide a solution for optical aperture synthesis over kilometer-long baselines at optical wavelengths. 展开更多
关键词 optical synthetic aperture imaging ghost imaging intensity interferometry
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Research on the Intelligent Control Strategy of the Fuel Cell Phase-Shifting Full-Bridge Power Electronics DC-DC Converter
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作者 Lei Zhang Yinlong Yuan +3 位作者 Yihe Sun Yun Cheng Dian Wu Lei Ren 《Energy Engineering》 EI 2022年第1期387-405,共19页
focus of all countries.As an effective new energy,the fuel cell has attracted the attention of scholars.However,due to the particularity of proton exchange membrane fuel cell(PEMFC),the performance of traditional PI c... focus of all countries.As an effective new energy,the fuel cell has attracted the attention of scholars.However,due to the particularity of proton exchange membrane fuel cell(PEMFC),the performance of traditional PI controlled phase-shifted full-bridge power electronics DC-DC converter cannot meet the needs of practical application.In order to further improve the dynamic performance of the converter,this paper first introduces several main topologies of the current mainstream front-end DC-DC converter,and analyzes their performance in the fuel cell system.Then,the operation process of the phase-shifted fullbridge power electronics DC-DC converter is introduced,and the shortcomings of the traditional PI control are analyzed.Finally,a double closed-loop adaptive fuzzy PI controller is proposed,which is characterized by dynamically adjusting PI parameters according to different working states to complete the intelligent control of phase-shifted full-bridge DC-DC converter.The simulation results in MATLAB/Simulink show that the proposed algorithm has good a control effect.Compared with the traditional algorithm,the overshoot and stabilization time of the system are shorter.The algorithm can effectively suppress the fluctuation of the output current of the fuel cell converter,and is a very practical control method. 展开更多
关键词 phase-shifted full-bridge adaptive fuzzy PI control proton exchange membrane fuel cell MATLAB/SIMULINK
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Surface Deformation Measurement by Phase-Shift Holographic Interferometry
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作者 Lu Yueguang Jiang Lingzhen Zou Lixun Hono Jing (Department of Physics) 《哈尔滨工业大学学报》 EI CAS CSCD 北大核心 1990年第3期15-19,共5页
In this paper, the principle of phase-shift interferometry is first briefly introduced. Then it is used as an illustration to measure small surface deformation, and the measurement accuracy of 0.02μis obtained. This ... In this paper, the principle of phase-shift interferometry is first briefly introduced. Then it is used as an illustration to measure small surface deformation, and the measurement accuracy of 0.02μis obtained. This demonstrates that the technology has great significance for strain analysis in experimental mechanics. 展开更多
关键词 相移全息干涉测量法 表面变形 振动分析 无损检验
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Intensity-Dependent Dipole Phase in High-Order Harmonic Interferometry
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作者 王力 肖凡 +7 位作者 宋盼 陶文凯 孙旭 王家灿 郑志刚 赵晶 王小伟 赵增秀 《Chinese Physics Letters》 SCIE EI CAS CSCD 2023年第11期57-61,共5页
High-order harmonics are ideal probes to resolve the attosecond dynamics of strong-field recollision processes.An easy-to-implement phase mask is utilized to covert the Gaussian beam to TEM01 transverse electromagneti... High-order harmonics are ideal probes to resolve the attosecond dynamics of strong-field recollision processes.An easy-to-implement phase mask is utilized to covert the Gaussian beam to TEM01 transverse electromagnetic mode,allowing the realization of two-source interferometry of high-order harmonics.We experimentally measure the intensity dependence of dipole phase directly with high-order harmonic interferometry,in which the driving laser intensity can be precisely adjusted.The classical electron excursion simulations reproduce the experimental findings quite well,demonstrating that Coulomb potential plays subtle roles on movement of electrons for harmonics near the ionization threshold.This work is of great importance for precision measurements of ultrafast dynamics in strong-field physics. 展开更多
关键词 HARMONICS interferometry REALIZATION
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Measurement of Shear Stress Acting on Flat Plate Using Oil Film Interferometry
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作者 Takamitsu Fujino Masaki Endo +1 位作者 Hiromasa Suzuki Yoko Sakakibara 《Open Journal of Fluid Dynamics》 2023年第S1期217-225,共9页
Measurements of frictional resistance play an important role in engineering practice. There are several types of air resistance acting on an aircraft, for example. One of them, frictional resistance, accounts for half... Measurements of frictional resistance play an important role in engineering practice. There are several types of air resistance acting on an aircraft, for example. One of them, frictional resistance, accounts for half of the air resistance. Oil film interferometry is one of methods for measuring the frictional resistance. Oil dropped on an object is thinly stretched by the frictional resistance. The bright and dark fringe pattern is generated when monochromatic light is applied to the oil film. The gradient of the oil thickness decreases with the lapse of time, and thus the spacing between neighboring the dark lines increases. The rate at which the spacing increases is proportional to the frictional resistance. In this study, the frictional resistance acting on a small area on a plate was measured and compared with the theoretical value. As a result, these results qualitatively agree well with each other. 展开更多
关键词 Oil Film interferometry Fluid Friction Turbulent Flow Interference Fringes
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A NEW ALGORITHM FOR ELIMINATING PHASE-SHIFT ERROR IN PHASE SHIFTING INTERFEROMETRY
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作者 Liu Chong Liang Xichang Peng Donglin State Key Laboratory of Mechanical Transmission,Chongqing University 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 1999年第2期51-55,共5页
The effect of phaseshift error in phase shifting interferometry is investigated. A new algorithm with two sets of 4 samples for eliminating phase shift error is presented. The computer simulation and experiment resul... The effect of phaseshift error in phase shifting interferometry is investigated. A new algorithm with two sets of 4 samples for eliminating phase shift error is presented. The computer simulation and experiment result show that the phase shift offset should be π when the algorithm is used, and this algorithm has gotten better result than the original 4 sample algorithm. 展开更多
关键词 Phase shifting interferometry Error compensation Profile measurement
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利用InSAR形变反演滑坡滑面运动特征——以汶川县布瓦村滑坡为例 被引量:4
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作者 李林 杨莹辉 +3 位作者 许强 黎浩良 陈强 胡植庆 《工程地质学报》 CSCD 北大核心 2024年第1期146-158,共13页
当前滑坡滑面运动特征获取多采用接触式手段,费时费力、成本高昂,且仅能获取稀疏点位滑面运动状态。因此,本文提出一种非接触式滑坡滑面运动特征获取方法,其基本思路是:基于位错理论建立滑坡表面形变与滑面运动间的关系模型,同时引入滑... 当前滑坡滑面运动特征获取多采用接触式手段,费时费力、成本高昂,且仅能获取稀疏点位滑面运动状态。因此,本文提出一种非接触式滑坡滑面运动特征获取方法,其基本思路是:基于位错理论建立滑坡表面形变与滑面运动间的关系模型,同时引入滑面运动平滑约束条件,最终以InSAR等技术获取的地表形变为约束,反演获得滑面运动特征。本文选择四川省汶川县布瓦村滑坡作为研究对象,以时序InSAR技术获取的滑坡坡面升降轨形变数据为约束,基于发展的理论方法反演获得布瓦村滑坡滑面几何与运动学参数,并结合野外勘查、Lidar观测以及模型残差较好地验证了反演结果的可靠性,其中反演升降轨模型残差仅3.1 mm·a^(-1)和3.4 mm·a^(-1)。反演结果显示,布瓦村滑坡滑面位于坡表以下平均~15.0 m深度处,滑面整体以沿坡向运动为主,最大运动量级达~80 mm·a^(-1),同时在坡体西侧中下部发现微量的垂直坡向运动。本文提出方法可方便、快速的获取空间连续的滑坡滑面运动特征,为滑坡灾害预警和失稳风险评估提供更为直接可靠的科学参考。 展开更多
关键词 非接触式滑面运动探测 合成孔径雷达干涉测量 位错理论 滑面运动参数反演
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面向干涉包裹相位的多等级噪声抑制网络
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作者 刘芸 吴晓强 +5 位作者 康琦 薛锦锋 陈梦露 张碧轩 焦明星 邢俊红 《光学精密工程》 EI CAS CSCD 北大核心 2024年第14期2299-2310,共12页
包裹相位是激光干涉测量获取相位信息的前提,为了减小测量过程中噪声对包裹相位条纹的干扰,提高重构图像的质量,提出了一种非对称融合非局部边缘提取神经网络(Asymmetric Fusion Non-Local and Verge Extraction Neural Network,AFNVEN... 包裹相位是激光干涉测量获取相位信息的前提,为了减小测量过程中噪声对包裹相位条纹的干扰,提高重构图像的质量,提出了一种非对称融合非局部边缘提取神经网络(Asymmetric Fusion Non-Local and Verge Extraction Neural Network,AFNVENet)。该网络在FFDNet基础上,设计了非对称融合非局部块和边缘提取模块,通过融合不同级别噪声特征及反向引导去噪过程,在有效抑制多等级噪声的同时,保留了更多的图像细节信息。选择带有乘性散斑与加性随机噪声的包裹相位数据集用于训练,通过消融实验和对比实验结果表明,AFNVENet算法对不同等级的噪声都具有更好的噪声滤除效果,当噪声标准差在[0,2.0]范围内变化时,去噪后的PSNR、SSIM和SSI均值分别达到24.88 dB,0.97和0.95。此外,通过进一步解包裹结果表明,AFNVENet去噪后的解包裹相位均方根误差均值比SCAF,NLM,KSVD和DnCNN分别减小了87%,73%,79%和36%,验证了该方法的可行性。AFNVENet方法在抑制噪声时具有较好的鲁棒性,可适用于不同干涉测量环境下多等级噪声的包裹相位信息恢复。 展开更多
关键词 激光干涉测量 包裹相位 噪声抑制 AFNVENet网络
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