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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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ISWI ATP-dependent remodeling of nucleoplasmic u-speckles in the brain of Drosophila melanogaster
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作者 Luca Lo Piccolo Andrea Attardi +4 位作者 Rosa Bonaccorso Lorenzo Li Greci Giorgio Giurato Antonia Maria Rita Ingrassia Maria Cristina Onorati 《Journal of Genetics and Genomics》 SCIE CAS CSCD 2017年第2期85-94,共10页
Heterogeneous nuclear ribonucleoproteins(hn RNPs) belong to the RNA-binding proteins family. They are involved in processing heterogeneous nuclear RNAs(hn RNAs) into mature m RNAs. These proteins participate in ev... Heterogeneous nuclear ribonucleoproteins(hn RNPs) belong to the RNA-binding proteins family. They are involved in processing heterogeneous nuclear RNAs(hn RNAs) into mature m RNAs. These proteins participate in every step of m RNA cycle, such as m RNA export, localization, translation, stability and alternative splicing. At least 14 major hn RNPs, which have structural and functional homologues in mammals, are expressed in Drosophila melanogaster. Until now, six of these hn RNPs are known to be nucleus-localized and associated with the long non-coding RNA(lnc RNA) heat shock responsive u(hsru)in the omega speckle compartments(u-speckles). The chromatin remodeler ISWI is the catalytic subunit of several ATP-dependent chromatin-remodeling complexes, and it is an essential factor for organization of u-speckles. Indeed, in ISWI null mutant, severe defects in u-speckles structure are detectable. Here, we clarify the role of ISWI in the hn RNPs-hsru interaction. Moreover, we describe how ISWI by its remodeling activity, controls hsru and hn RNPs engagement in u-speckles. Finally, we demonstrate that the sequestration of hn RNPs in u-speckles nuclear compartment is a fundamental event in gene expression control and represents a key step in the regulation of several pathways. 展开更多
关键词 Omega speckles hnRNPs lncRNA Nuclear body Chromatin remodelers
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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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The Multi-Scale and the Multi-Fractality Properties of Speckles on Rough Screen Surfaces
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作者 ZHANG Mei-Na LI Zhen-Hua +3 位作者 CHEN Xiao-Yi LIU Chun-Xiang TENG Shu-Yun CHENG Chuan-Fu 《Chinese Physics Letters》 SCIE CAS CSCD 2013年第4期105-109,共5页
With a microscopic imaging system composed of microscopic objective,lens and CCD,we observe the complicated structures in the speckle fields on the surface of a rough screen.It is found that such structures contain ri... With a microscopic imaging system composed of microscopic objective,lens and CCD,we observe the complicated structures in the speckle fields on the surface of a rough screen.It is found that such structures contain ridge stripes,large platform-like grains,and shivy grains,exhibiting multiple scales in size and multiple fractalities.Simulations shows these structures are formed by different parts of the rough surface.The experimental curve of the autocorrelation function of the speckle intensity includes the three parts of the central peak,the transition part and the long tail part.Using the sum of self-affine fractal models with different scales and fractalities,we propose theoretically a triple-scale autocorrelation function to describe the speckle field.Fit of this autocorrelation function to the experimental curve gives the values of such parameters as average speckle sizes and fractalities in different scales of the speckle structures. 展开更多
关键词 surface. field. SPECKLE
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Correlation and fractal properties of speckles in the extremely deep Fresnel diffraction region
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作者 宋洪胜 刘曼 +3 位作者 刘桂媛 徐芝伟 滕树云 程传福 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第12期248-254,共7页
Based on the Kirchhoff approximation and the theoretical analysis of the random light fields, the speckle intensity distributions in the extremely deep Fresnel diffraction region are simulated. The fractal property of... Based on the Kirchhoff approximation and the theoretical analysis of the random light fields, the speckle intensity distributions in the extremely deep Fresnel diffraction region are simulated. The fractal property of the speckles as well as the relation between the speckle intensity distribution and the corresponding random surface is investigated. We design a microscope system to detect experimentally the speckles in the extremely deep Fresnel diffraction region, and the experimental results prove the conclusions drawn from our simulations. 展开更多
关键词 FRACTAL SPECKLE extremely deep Fresnel diffraction region
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Generation of high intensity speckles in overlapping laser beams
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作者 Liang Hao Jie Qiu Wen Yi Huo 《Matter and Radiation at Extremes》 SCIE EI CAS CSCD 2023年第2期56-66,共11页
A new mechanism for the generation of high intensity speckles by coupling of overlapping beams is discovered and studied in detail.Using three-dimensional simulations,the coupling of overlapping beams smoothed by phas... A new mechanism for the generation of high intensity speckles by coupling of overlapping beams is discovered and studied in detail.Using three-dimensional simulations,the coupling of overlapping beams smoothed by phase plates and by polarization smoothing are investigated in the regime relevant to inertial confinement fusion studies.It is found that the intensity distribution of the laser beam spot can be changed by nonuniform spatial phase modulation,and the speckles formed by the phase plate can be split into smaller speckles with higher intensities,which is favorable for the generation of laser plasma instabilities.Stimulated Brillouin scattering is compared in simulations with and without coupling of the overlapping incident beams,and the results confirm the enhancement of stimulated Brillouin scattering due to this mechanism. 展开更多
关键词 SCATTERING POLARIZATION SPECKLE
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Polymer-Dispersed Liquid Crystal Gas Sensor for Acetone Detection Using Correlated Laser Speckles
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作者 Xiaoquan BAI Ning BU +5 位作者 Yuxiang YAN Yifei MA Mei WANG Suotang JIA Xuyuan CHEN Zhaomin TONG 《Photonic Sensors》 2025年第1期189-199,共11页
Acetone is a widely used volatile organic compound in various industries,and several gas sensors have been developed for its detection and real-time monitoring.This study reported a novel method for determining the ac... Acetone is a widely used volatile organic compound in various industries,and several gas sensors have been developed for its detection and real-time monitoring.This study reported a novel method for determining the acetone vapor concentration based on correlated laser speckles using polymer-dispersed liquid crystals(PDLCs).Here,PDLC films comprising a mixture of the thermotropic nematic liquid crystal(LC)and ultraviolet-curable polymers were fabricated using different LC mass ratios and ultraviolet curing conditions.The laser beam was transmitted through the PDLC film to generate scattered light and speckles.When the PDLC film was exposed to the acetone vapor,the acetone molecules diffused into the PDLC film and interacted with the LC molecules,modifying the orientation of the LC molecules and the equivalent refractive index of the LC droplets.This in turn decreased the correlation coefficient of the speckle images.The experimental results indicated that the PDLC gas sensor was selectively sensitive to different concentrations of the acetone vapor,ranging from 1800 ppm to 3200 ppm.In comparison with traditional LC gas sensors that use a polarizing microscope to detect the change in brightness of the modulated light field,the proposed method is simpler,less expensive,and more robust under external disturbances such as vibrations. 展开更多
关键词 Correlation laser speckle polymer dispersed liquid crystal(PDLC) liquid crystal droplet sizes ACETONE gas detection
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Statistical properties of ultrasound speckles reflected from an interface
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作者 WU Yanyang ZHU Hongmao HU Peng LIU Chung(Department of Mechanics, Huazhong University of Science and Technology Wuhan 430074) 《Chinese Journal of Acoustics》 2003年第2期103-112,共10页
The first- and second-order statistical properties of ultrasound -speckles reflected from an interface are studied theoretically and experimentally. A theoretical model for predicting statistical properties of ultraso... The first- and second-order statistical properties of ultrasound -speckles reflected from an interface are studied theoretically and experimentally. A theoretical model for predicting statistical properties of ultrasound speckles is constructed based on the Fresnel-Huygens principle and three basic assumptions. Distributions of amplitude and phase of ultrasound speckles in a scattering space are studied. And the study shows that they are in the form of Rayleigh and uniform distribution respectively. Using the proposed model, the average transverse size of the speckles within a scattering domain which are received by a focus probe is investigated. The average transverse size is found to be dependent on the characteristics of the measuring system only, and does not vary with the position in the domain. To verify the applicability of the theoretical model, a special experimental set-up was designed and the corresponding experiments were conducted for measuring the sound pressure of the ultrasound speckles reflected from an interface between water and Aluminium alloy. The numerical results are compared with the experimental ones. The comparison demonstrates that the theoretical model and the three related assumptions are suitable for analysing statistical properties of ultrasound speckles reflected from an interface. 展开更多
关键词 of as on it or from Statistical properties of ultrasound speckles reflected from an interface is form that into
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Learning-based super-resolution interpolation for sub-Nyquist sampled laser speckles 被引量:4
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作者 HUANHAO LI ZHIPENG YU +8 位作者 QI ZHAO YUNQI LUO SHENGFU CHENG TIANTING ZHONG CHI MAN WOO HONGLIN LIU LIHONG V.WANG YUANJIN ZHENG PUXIANG LAI 《Photonics Research》 SCIE EI CAS CSCD 2023年第4期631-642,共12页
Information retrieval from visually random optical speckle patterns is desired in many scenarios yet considered challenging.It requires accurate understanding or mapping of the multiple scattering process,or reliable ... Information retrieval from visually random optical speckle patterns is desired in many scenarios yet considered challenging.It requires accurate understanding or mapping of the multiple scattering process,or reliable capability to reverse or compensate for the scattering-induced phase distortions.In whatever situation,effective resolving and digitization of speckle patterns are necessary.Nevertheless,on some occasions,to increase the acquisition speed and/or signal-to-noise ratio(SNR),speckles captured by cameras are inevitably sampled in the sub-Nyquist domain via pixel binning(one camera pixel contains multiple speckle grains)due to finite size or limited bandwidth of photosensors.Such a down-sampling process is irreversible;it undermines the fine structures of speckle grains and hence the encoded information,preventing successful information extraction.To retrace the lost information,super-resolution interpolation for such sub-Nyquist sampled speckles is needed.In this work,a deep neural network,namely SpkSRNet,is proposed to effectively up sample speckles that are sampled below 1/10 of the Nyquist criterion to well-resolved ones that not only resemble the comprehensive morphology of original speckles(decompose multiple speckle grains from one camera pixel)but also recover the lost complex information(human face in this study)with high fidelity under normal-and low-light conditions,which is impossible with classic interpolation methods.These successful speckle super-resolution interpolation demonstrations are essentially enabled by the strong implicit correlation among speckle grains,which is non-quantifiable but could be discovered by the well-trained network.With further engineering,the proposed learning platform may benefit many scenarios that are physically inaccessible,enabling fast acquisition of speckles with sufficient SNR and opening up new avenues for seeing big and seeing clearly simultaneously in complex scenarios. 展开更多
关键词 SPECKLE INTERPOLATION hence
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The optical near-field speckles and their first order statistics on the basis of the integral equations of electromagnetic field
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作者 CHENG Chuanfu1, 2, SONG Hongsheng2, LIU Chunxiang2, REN Xiaorong2, ZHANG Ningyu3, TENG Shuyun1 & XU Zhizhan1 1. Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, P. O. Box 800-211, Shanghai 201800, China 2. Department of Physics, Shandong Normal University, Jinan 250014, China 3. Shandong Institute of Architecture and Engineering, Jinan 250014, China 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2004年第3期365-380,共16页
From Helmholtz equation of the harmonic electromagnetic waves, the integral equations of the light field at the medium boundaries are obtained by use of the Green's theorem and are discretized into linear equation... From Helmholtz equation of the harmonic electromagnetic waves, the integral equations of the light field at the medium boundaries are obtained by use of the Green's theorem and are discretized into linear equation set with the values of the light field and its derivative as the unknowns. On solving the linear equation set, we realize the rigorous computations of the light fields at the boundaries. Then the intensities of the light waves scattered by the random self-affine fractal surfaces in the optical near-field are calculated, and the propagation characteristics, the evolutions of the contrast and the intensity probability density function of the near-field speckles are studied in detail. The near-field speckles are much different from the conventional speckles in the diffraction regions and in the imaging systems. There are obvious local fluctuations in the intensity distributions of the near-field speckles and such fluctuations disappear after propagating a distance of one wavelength from the medium surfaces. For the random surfaces with smaller lateral correlation lengths, the speckle contrasts approach the saturation values and the speckle fields approach Gaussian distribution within the near-field, while for the random surfaces with larger lateral correlation lengths, such evolutions become comparatively slow. 展开更多
关键词 speckle NEAR-FIELD optics first order statistics Green's function.
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Directly and instantly seeing through random diffusers by self-imaging in scattering speckles
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作者 Jietao Liu Wenhong Yang +1 位作者 Guofeng Song Qiaoqiang Gan 《PhotoniX》 SCIE EI 2023年第1期674-687,共14页
Imaging through scattering medium is challenging but important for different applications.Most advances rely on computational image reconstruction from scattering signals.In these conventional investigations,speckles ... Imaging through scattering medium is challenging but important for different applications.Most advances rely on computational image reconstruction from scattering signals.In these conventional investigations,speckles were always treated as scrambled grainy patterns.Directly seeing through scattering diffusers has never been realized.Here,we report a new strategy to see through random diffusers directly using self-imaging of speckles.By analyzing the physics,a direct observation strategy through scattering media is reported with improved image quality.Using this method,we experimentally demonstrated reconstruction-free real-time imaging of static and moving objects with their actual orientation information under single-wavelength and white light illumination.We also proposed a modified speckle autocorrelation imaging(SAI)method inspired by the self-imaging results.Importantly,our strategy requires no pre-calibration or acquisition of point-spread-function,no active control of wavefronts or complicated equipment,nor iterations or carefully adjusted parameters,paving the way towards rapid and high-quality imaging through scattering diffusers. 展开更多
关键词 speckle RANDOM INSTANT
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Microtubule Structure and Male Sterility in a Gene-Cytoplasmic Male Sterile Line of Rice, Zhen Shan 97A 被引量:4
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作者 叶秀麟 杨子德 +1 位作者 徐是雄 梁承邺 《Acta Botanica Sinica》 CSCD 2003年第2期183-192,共10页
Histological changes that occur during microsporogenesis are documented in a gene-cytoplasmic male sterile rice ( Oryza saliva L.) line, Zhen Shan 97A, its maintainer line, Zhen Shan 97B, and the restorer line, Ce64 o... Histological changes that occur during microsporogenesis are documented in a gene-cytoplasmic male sterile rice ( Oryza saliva L.) line, Zhen Shan 97A, its maintainer line, Zhen Shan 97B, and the restorer line, Ce64 of a Mine hybrid rice production system. In the restorer line, Ce64, the developing microsporocytes have dense cytoplasm and a distinct set of circumferential microtubules around the nucleus. Successive cytokinesis results in the formation of tetrads. The microtubules within the cells of tetrads and microspores radiate from the surface of the nucleus towards the outer edge of the cytoplasm. Subsequent pollen development is normal. During the course of microspore formation tubulin speckles can be found in the cytoplasm. The general pattern of development and microtubule organization in the maintainer lined Zhen Shan 97B, is similar to Ce64, except that a few more tubulin speckles appear during microspore formation. In the case of the mate sterile line, Zhen Shan 97A, a number of abnormalities can be discerned during early microsporogenesis. These include vacuoles forming within the developing microsporocyte and faintly stained microtubules with no defined distribution pattern. Prominent tubulin speckles are common within the cytoplasm. For those microsporocytes that undergo meiosis, no defined organizational patterns of microtubules can be found within the tetrad. All microspores abort soon after. Abnormalities and defects in microtubule organization observed in Zhen Shan 97A showed that complex interactions between the cytoplasm and the nucleus began at very early stage of microsporocyte development. 展开更多
关键词 Oryza saliva cytoplasmic male sterility microtubules microsporocyte VACUOLE tubulin speckles
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The role of SRPK1-mediated phosphorylation of SR proteins in the chromatin configuration transition of mouse germinal vesicle oocytes
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作者 Xia Wang Shuai Zhou +8 位作者 Haojie Yin Jian Han Yue Hu Siqi Wang Congjing Wang Jie Huang Junqiang Zhang Xiufeng Ling Ran Huo 《Journal of Biomedical Research》 2025年第2期198-208,I0013-I0015,共14页
Meiotic resumption in mammalian oocytes involves nuclear and organelle structural changes,notably the chromatin configuration transition from a non-surrounding nucleolus(NSN)to surrounding nucleolus(SN)in germinal ves... Meiotic resumption in mammalian oocytes involves nuclear and organelle structural changes,notably the chromatin configuration transition from a non-surrounding nucleolus(NSN)to surrounding nucleolus(SN)in germinal vesicle oocytes.In the current study,we found that nuclear speckles(NSs),a subnuclear structure mainly composed of serine-arginine(SR)proteins,changed from a diffuse spotted distribution in mouse NSN oocytes to an aggregated pattern in SN oocytes.We also found that the SR protein-specific kinase 1(SRPK1),an enzyme that phosphorylates SR proteins,co-localized with NSs at the SN stage,and that NSN oocytes failed to transition to SN oocytes after the inhibition of SRPK1 activity.Furthermore,the typical structure of the chromatin ring around the nucleolus in SN oocytes collapsed after treatment with an SRPK1 inhibitor.Mechanistically,phosphorylated SR proteins were found to be related to chromatin as shown by a salt extraction experiment,and in situ DNaseⅠassay showed that the accessibility of chromatin was enhanced in SN oocytes when SRPK1 was inhibited,accompanied by a decreased repressive modification on histone and the abnormal recurrence of a transcriptional signal.In conclusion,our results indicated that SRPK1-regulated phosphorylation of SR proteins was involved in the NSN-SN transition and played an important role in maintaining the condensed nucleus of SN oocytes via interacting with chromatin. 展开更多
关键词 OOCYTE CHROMATIN nuclear speckle SR protein PHOSPHORYLATION SRPK1
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Impact of free electron laser coherence on imaging quality
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作者 Shuang Wei Shuang Gong +1 位作者 Yang Bu Zi-Jian Song 《Chinese Physics B》 2025年第5期385-397,共13页
The high temporal and spatial coherence of free electron lasers(FELs)reduces the uniformity of the illumination field,leading to scattering effects that blur the edges of patterns,resulting in diminished accuracy and ... The high temporal and spatial coherence of free electron lasers(FELs)reduces the uniformity of the illumination field,leading to scattering effects that blur the edges of patterns,resulting in diminished accuracy and clarity.Traditional imaging models regard the light source as fully incoherent,making it difficult to assess the impact of partially coherent light fields on imaging.If FELs are used in imaging systems,their coherence must be considered.To address this issue,this study explores the relationship between coherence,imaging quality and speckle contrast through a simulation method based on random phases.The method divides the light beam into temporal and spatial coherence cells,analyzes their interactions,and simulates imaging results under different coherence conditions.Additionally,speckle patterns for various illumination modes are calculated to evaluate their effects on speckle contrast and illumination uniformity.The results indicate that under different illumination modes,illumination uniformity decreases as coherence increases,while speckle contrast increases with higher coherence.In terms of imaging quality,higher coherence leads to an increase in both line edge roughness(LER)and line width roughness(LWR),thereby reducing the imaging quality.Additionally,the narrower the line width,the greater the impact of coherence on the imaging quality,resulting in poorer imaging performance. 展开更多
关键词 free electron laser COHERENCE IMAGING speckle contrast field uniformity
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Light-sheet dynamic scattering imaging of microscopic blood flow
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作者 Kai Long Keertana Vinod Ram +4 位作者 Shuhao Shen E Du Ziheng Ren Zhiyuan Gong Nanguang Chen 《Advanced Photonics Nexus》 2025年第1期9-19,共11页
Microcirculation imaging is crucial in understanding the function and health of various tissues and organs.However,conventional imaging methods suffer from fluorescence label dependency,lack of depth resolution,and qu... Microcirculation imaging is crucial in understanding the function and health of various tissues and organs.However,conventional imaging methods suffer from fluorescence label dependency,lack of depth resolution,and quantification inaccuracy.Here,we report a light-sheet dynamic light-scattering imaging(LSHDSI)system to overcome these shortcomings.LSH-DSI utilizes selected plane illumination for an optical sectioning,while a time-frequency analysis method retrieves blood flow velocity estimates from dynamic changes in the detected light intensity.We have performed imaging experiments with zebrafish embryos to obtain angiographs from the trunk and head regions.The results show that LSH-DSI can capture label-free tomographic images of microvasculature and three-dimensional quantitative maps of local blood flow velocities. 展开更多
关键词 light sheet laser speckle imaging flow quantitative map tomographic imaging.
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Design, setup, and facilitation of the speckle structured illumination endoscopic system
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作者 Elizabeth Abraham Zhaowei Liu 《Opto-Electronic Science》 2025年第3期17-28,共12页
Structured illumination,a wide-field imaging approach used in microscopy to enhance image resolution beyond the system's diffraction limits,is a well-studied technique that has gained significant traction over the... Structured illumination,a wide-field imaging approach used in microscopy to enhance image resolution beyond the system's diffraction limits,is a well-studied technique that has gained significant traction over the last two decades.However,when translated to endoscopic systems,severe deformations of illumination patterns occur due to the large depth of field(DOF)and the 3D nature of the targets,introducing significant implementation challenges.Hence,this study explores a speckle-based system that best suits endoscopic practices to enhance image resolution by using random illumination patterns.The study presents a prototypic model of an endoscopic add-on,its design,and fabrication facilitated by using the speckle structured illumination endoscopic(SSIE)system.The imaging results of the SSIE are explained on a colon phantom model at different imaging planes with a wide field of view(FOV)and DOF.The obtained imaging metrics are elucidated and compared with state-of-the-art(SOA)high-resolution endoscopic techniques.Moreover,the potential for a clinical translation of the prototypic SSIE model is also explored in this work.The incorporation of the add-on and its subsequent results on the colon phantom model could potentially pave the way for its successful integration and use in futuristic clinical endoscopic trials. 展开更多
关键词 speckle imaging endoscopic add-on colon phantom clinical translation
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High-performance laser speckle contrast image vascular segmentation without delicate pseudo-label reliance
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作者 Shenglan Yao Huiling Wu +8 位作者 Suzhong Fu Shuting Ling Kun Wang Hongqin Yang Yaqin He Xiaolan Ma Xiaofeng Ye Xiaofei Wen Qingliang Zhao 《Journal of Innovative Optical Health Sciences》 2025年第1期117-133,共17页
Laser speckle contrast imaging(LSCI)is a noninvasive,label-free technique that allows real-time investigation of the microcirculation situation of biological tissue.High-quality microvascular segmentation is critical ... Laser speckle contrast imaging(LSCI)is a noninvasive,label-free technique that allows real-time investigation of the microcirculation situation of biological tissue.High-quality microvascular segmentation is critical for analyzing and evaluating vascular morphology and blood flow dynamics.However,achieving high-quality vessel segmentation has always been a challenge due to the cost and complexity of label data acquisition and the irregular vascular morphology.In addition,supervised learning methods heavily rely on high-quality labels for accurate segmentation results,which often necessitate extensive labeling efforts.Here,we propose a novel approach LSWDP for high-performance real-time vessel segmentation that utilizes low-quality pseudo-labels for nonmatched training without relying on a substantial number of intricate labels and image pairing.Furthermore,we demonstrate that our method is more robust and effective in mitigating performance degradation than traditional segmentation approaches on diverse style data sets,even when confronted with unfamiliar data.Importantly,the dice similarity coefficient exceeded 85%in a rat experiment.Our study has the potential to efficiently segment and evaluate blood vessels in both normal and disease situations.This would greatly benefit future research in life and medicine. 展开更多
关键词 Biomedical imaging laser speckle contrast imaging vessel segmentation weakly supervised learning MICROCIRCULATION
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海洋SAR图像小波Speckle滤波及边缘信息提取 被引量:10
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作者 郭子祺 卢刚 +1 位作者 王超 潘广东 《遥感学报》 EI CSCD 北大核心 2001年第6期428-433,T002,共7页
以海洋SAR图像的speckle滤波和边缘信息提取为研究目标 ,构造了以低通带通窄和时域冲击响应系数分布呈左右对称为特征的小波滤波器。这些特征使该小波滤波器在处理突变信号方面具有优良的特性。应用该小波滤波器 ,采用Wiener滤波算法 ,... 以海洋SAR图像的speckle滤波和边缘信息提取为研究目标 ,构造了以低通带通窄和时域冲击响应系数分布呈左右对称为特征的小波滤波器。这些特征使该小波滤波器在处理突变信号方面具有优良的特性。应用该小波滤波器 ,采用Wiener滤波算法 ,对海洋SAR图像进行了speckle滤波及采用Prewitt算子对边缘信息进行提取。用几种经典小波基函数采用相同的滤波算法和边缘增强算子进行了处理 ,并将它们的结果进行了对比分析。结果表明 ,虽然小波基函数在用于speckle滤波方面 ,稍逊其它几种经典小波基函数 ,但是在边缘信息保留方面 ,效果要明显优于其他小波基函数。 展开更多
关键词 SAR图像 speckle滤波 边缘提取 海洋 小波滤波器 噪斑信号 突变信号
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一种基于相对标准差的SAR图像Speckle滤波方法 被引量:13
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作者 徐新 廖明生 卜方玲 《遥感学报》 EI CSCD 2000年第3期214-218,共5页
通过分析SAR影像的Speckle局部统计特性和现有的空间滤波算法 ,提出了一种新的Speckle滤波方法 ,该方法以局部相对标准差为主要依据 ,采用特殊的滤波窗口邻域划分方法 ,自适应地调整窗口尺寸和窗口内的滤波区域。该方法被用于多幅ERS 1/... 通过分析SAR影像的Speckle局部统计特性和现有的空间滤波算法 ,提出了一种新的Speckle滤波方法 ,该方法以局部相对标准差为主要依据 ,采用特殊的滤波窗口邻域划分方法 ,自适应地调整窗口尺寸和窗口内的滤波区域。该方法被用于多幅ERS 1/ 2SAR图像去Speckle处理 ,并与以往的典型算法进行了比较实验 ,取得了令人满意的结果。 展开更多
关键词 相对标准差 遥感图像 SAR图像 Speckle滤波
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一种改进的SAR图像边缘检测方法 被引量:6
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作者 吕毅 孙洪 +2 位作者 曹永锋 王青 徐戈 《武汉大学学报(理学版)》 CAS CSCD 北大核心 2003年第1期107-111,共5页
针对Ratio边缘提取算法对弱边缘检测效果差 ,边缘定位精度低的缺点 ,提出了一种改进算法用于检测微弱边缘 ,并给出具有CFAR特性的阈值选取办法 实际应用中 ,将两种方法结合为一种综合处理方法 ,对真实SAR图像的处理结果表明 。
关键词 SAR图像 合成孔径雷达 Speckle噪声 边缘检测 图像处理 雷达图像 边缘算子
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