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Saturated absorption spectrum of cesium micrometric-thin cell with suppressed crossover spectral lines
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作者 韩俊龙 王博闻 +5 位作者 郑俊鹤 陈书源 肖伟 吴腾 郭弘 彭翔 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第7期353-360,共8页
Micrometric-thin cells(MCs)with alkali vapor atoms have been valuable for research and applications of hyperfine Zeeman splitting and atomic magnetometers under strong magnetic fields.We theoretically and experimental... Micrometric-thin cells(MCs)with alkali vapor atoms have been valuable for research and applications of hyperfine Zeeman splitting and atomic magnetometers under strong magnetic fields.We theoretically and experimentally study the saturated absorption spectra using a 100-μm cesium MC,where the pump and probe beams are linearly polarized with mutually perpendicular polarizations,and the magnetic field is along the pump beam.Because of the distinctive thin chamber of the MC,crossover spectral lines in saturated absorption spectra are largely suppressed leading to clear splittings of hyperfine Zeeman transitions in experiments,and the effect of spatial magnetic field gradient is expected to be reduced.A calculation method is proposed to achieve good agreements between theoretical calculations and experimental results.This method successfully explains the suppression of crossover lines in MCs,as well as the effects of magnetic field direction,propagation and polarization directions of the pump/probe beam on saturated absorption spectrum.The saturated absorption spectrum with suppressed crossover lines is used for laser frequency stabilization,which may provide the potential value of MCs for high spatial resolution strong-field magnetometry with high sensitivity. 展开更多
关键词 micrometric-thin cells saturated absorption spectrum hyperfine Zeeman splitting crossover spectral lines laser frequency stabilization
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Near-infrared leaf reflectance modeling of Annona emarginata seedlings for early detection of variations in nitrogen concentration
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作者 Rafaela Lancas Gomes Marília Caixeta Sousa +3 位作者 Felipe Girotto Campos Carmen Sílvia Fernandes Boaro José Raimundo de Souza Passos Gisela Ferreira 《Journal of Forestry Research》 SCIE CAS CSCD 2023年第1期269-282,共14页
Nitrogen(N)monitoring is essential in nurseries to ensure the production of high-quality seedlings.Nearinfrared spectroscopy(NIRS)is an instantaneous,nondestructive method to monitor N.Spectral data such as NIRS can a... Nitrogen(N)monitoring is essential in nurseries to ensure the production of high-quality seedlings.Nearinfrared spectroscopy(NIRS)is an instantaneous,nondestructive method to monitor N.Spectral data such as NIRS can also provide the basis for developing a new vegetation spectral index(VSI).Here,we evaluated whether NIRS combined with statistical modeling can accurately detect early variations in N concentration in leaves of young plants of Annona emargiaata and developed a new VSI for this task.Plants were grown in a hydroponics system with 0,2.75,5.5or 11 mM N for 45 days.Then we measured gas exchange,chlorophylla fluorescence,and pigments in leaves;analyzed complete leaf nutrients,and recorded spectral data for leaves at 966 to 1685 nm using NIRS.With a statistical learning approach,the dimensionality of the spectral data was reduced,then models were generated using two classes(N deficiency,N)or four classes(0,2.75,5.5,11 mM N).The best combination of techniques for dimensionality reduction and classification,respectively,was stepwise regression(PROC STEPDISC)and linear discriminant function.It was possible to detect N deficiency in seedlings leaves with 100%precision,and the four N concentrations with93.55%accuracy before photosynthetic damage to the plant occurred.Thereby,NIRS combined with statistical modeling of multidimensional data is effective for detecting N variations in seedlings leaves of A.emarginata. 展开更多
关键词 Mineral nutrition of plants near-infrared spectroscopy spectral vegetation index Digital signature Statistical learning Fluorescence of chlorophylla
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NEAR-INFRARED,BROAD-BAND SPECTRAL IMAGING OF THE HUMAN BREAST FOR QUANTITATIVE OXIMETRY:APPLICATIONS TO HEALTHY AND CANCEROUS BREASTS
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作者 YANG YU ANGELO SASSAROLI +3 位作者 DEBBIE K.CHEN MARC J.HOMER ROGER A.GRAHAM SERGIO FANTINI 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2010年第4期267-277,共11页
We have examined ten human subjects with a previously developed instrument for near-infrared diffuse spectral imaging of the female breast.The instrument is based on a tandem,planar scan of two collinear optical fiber... We have examined ten human subjects with a previously developed instrument for near-infrared diffuse spectral imaging of the female breast.The instrument is based on a tandem,planar scan of two collinear optical fibers(one for illumination and one for collection)to image a gently compressed breast in a transmission geometry.The optical data collection features a spatial sampling of 25 points/cm2 over the whole breast,and a spectral sampling of 2 points/nm in the 650-900nm wavelength range.Of the ten human subjects examined,eight are healthy subjects and two are cancer patients with unilateral invasive ductal carcinoma and ductal carcinoma in situ,respectively.For each subject,we generate second-derivative images that identify a network of highly absorbing structures in the breast that we assign to blood vessels.A previously developed paired-wavelength spectral method assigns oxygenation values to the absorbing structures displayed in the second-derivative images.The resulting oxygenation images feature average values over the whole breast that are significantly lower in cancerous breasts(69±14%,n=2)than in healthy breasts(85±7%,n=18)(p<0.01).Furthermore,in the two patients with breast cancer,the average oxygenation values in the cancerous regions are also significantly lower than in the remainder of the breast(invasive ductal carcinoma:49±11%vs 61±16%,p<0.01;ductal carcinoma in situ:58±8%vs 77±11%,p<0.001). 展开更多
关键词 Diffuse spectral imaging near-infrared spectroscopy optical mammography OXIMETRY hemoglobin saturation
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Spectral Correction Method of Multi-Channels Near-Infrared Spectrometer and Applications
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作者 Tao Pan Weiqun Xu +1 位作者 Hongping Shen Dingzhou Xu 《American Journal of Analytical Chemistry》 2017年第2期158-170,共13页
Near-infrared (NIR) spectrometer based on semiconductor lasers can combine light source and splitter into one, which is an important direction for development of miniature instruments. In order to avoid random interfe... Near-infrared (NIR) spectrometer based on semiconductor lasers can combine light source and splitter into one, which is an important direction for development of miniature instruments. In order to avoid random interference caused by inconsistency between light sources, the novel evaluation indicators for global stability of multi-channels spectral system were proposed based on the correlation between dynamic deviation spectra of any two channels. The NIR analysis of moisture for corn powder samples based on the partial least squares combined with Savitzky-Golay (SG) smoothing was taken as an example, and a spectral correction method for enhancing prediction performance of multi-channels spectral system was further provided using above evaluation indicators. The experiment results showed that the global stability evaluation indicators significantly increased after SG smoothing correction. Meanwhile, the root-mean-square errors of prediction for corn moisture reduced from 0.373 to 0.283 (%), and the correlation coefficient between predicted and actual values was improved from 0.702 to 0.855. The above results indicated that by improving global stability indicators, the prediction ability of multi-channels spectral system can be improved. The proposed method provided a valuable reference for designing multi-channels diminutive spectrometer with high prediction performance, which had significance for large-scale application of NIR technology. 展开更多
关键词 DIMINUTIVE near-infrared SPECTROMETER Semiconductor Lasers Global Stability Evaluation Indicators for Multi-Channels spectral System spectral CORRECTION Savitzky-Golay SMOOTHING
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Atomic epn(ep) Spin Models and Spectral Lines
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作者 Daekyoum Kim Baik-Hyon Ha 《American Journal of Analytical Chemistry》 2015年第13期1030-1037,共8页
We confirmed that how many kinds of epn spins the atoms have by calculating heat capacity of metals according to energy levels in the previous reference. To know more the spin models of epn of hydrogen and helium are ... We confirmed that how many kinds of epn spins the atoms have by calculating heat capacity of metals according to energy levels in the previous reference. To know more the spin models of epn of hydrogen and helium are imagined and their line spectra are counted. And the explanation of interference is discussed. Gas atoms make line spectra by optical interference. Solid atoms make them by exciting the lowest epns of their cluster first. They all make s, p energy orbit. One axis is composed of two epns. 1s or 2s of atoms except for lithium generally makes the symmetric axis. When each energy level is filled up by epns, these are symmetrically paired first. The atoms which fit the number of line spectra correctly by optical interference are hydrogen and helium. By counting the number of alignments of epns spins within the cluster, the atoms which fit the number of line spectra correctly are lithium, beryllium and phosphorus. The number of line spectra of the rest atoms which we have counted approaches the experimented numbers approximately, not correctly. 展开更多
关键词 ATOMIC Model ATOMIC CLUSTER spectral lines RESONANCE
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Measurements in Situ and Spectral Analysis of Wind Flow Effects on Overhead Transmission Lines
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作者 Maciej Dutkiewicz Marcela R.Machado 《Sound & Vibration》 2019年第4期161-175,共15页
In the paper an important issue of vibrations of the transmission line in real conditions was analyzed.Such research was carried out by the authors of this paper taking into account the cross-section of the cable bein... In the paper an important issue of vibrations of the transmission line in real conditions was analyzed.Such research was carried out by the authors of this paper taking into account the cross-section of the cable being in use on the transmission line.Analysis was performed for the modern ACSR high voltage transmission line with span of 213.0 m.The purpose of the investigation was to analyze the vibrations of the power transmission line in the natural environment and compare with the results obtained in the numerical simulations.Analysis was performed for natural and wind excited vibrations.The numerical model was made using the Spectral Element Method.In the spectral model,for various parameters of stiffness,damping and tension force,the system response was checked and compared with the results of the accelerations obtained in the situ measurements.A frequency response functions(FRF)were calculated.The credibility of the model was assessed through a validation process carried out by comparing graphical plots of FRF functions and numerical values expressing differences in acceleration amplitude(MSG),phase angle differences(PSG)and differences in acceleration and phase angle total(CSG)values.Particular attention was paid to the hysteretic damping analysis.Sensitivity of the wave number was performed for changing of the tension force and section area of the cable.The next aspect constituting the purpose of this paper was to present the wide possibilities of modelling and simulation of slender conductors using the Spectral Element Method.The obtained results show very good accuracy in the range of both experimental measurements as well as simulation analysis.The paper emphasizes the ease with which the sensitivity of the conductor and its response to changes in density of spectral mesh division,cable cross-section,tensile strength or material damping can be studied. 展开更多
关键词 Transmission line spectral Element Method frequency response function
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Extreme ultraviolet and soft x-ray spectral lines in Rb ⅩⅩⅨ
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作者 Indu Khatri Arun Goyal +2 位作者 Sunny Aggarwal A K Singh Man Mohan 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第3期134-144,共11页
An extensive theoretical set of atomic data for Rb XXIX in a wide range with L-shell electron excitations to the M-shell has been reported. We have computed energy levels for the lowest 113 fine structure levels of Rb... An extensive theoretical set of atomic data for Rb XXIX in a wide range with L-shell electron excitations to the M-shell has been reported. We have computed energy levels for the lowest 113 fine structure levels of Rb XXIX. The fully relativistic multiconfigurational Dirac–Fock method(MCDF) within the framework of Dirac–Coulomb Hamiltonian taking quantum electrodynamics(QED) and Breit corrections into account has been adopted for calculations. Radiative data are reported for electric dipole(E1), magnetic dipole(M1), electric quadrupole(E2), and magnetic quadrupole(M2)transitions from the ground level, although calculations have been performed for a much larger number of levels. To assess the accuracy of results, we performed analogous calculations using flexible atomic code(FAC). Comparisons are made with existing available results and a good agreement has been achieved. Most of the wavelengths calculated lie in the soft x-ray(SXR) region. Lifetimes for all 113 levels have also been provided for the first time. Additionally, we have provided the spectra for allowed transitions from n = 2 to n = 3 within the x-ray region and also compared our SXR photon wavelengths with experimentally recognized wavelengths. We hope that our results will be beneficial in fusion plasma research and astrophysical applications. 展开更多
关键词 软X射线 极紫外 精细结构能级 RB 谱线 RB原子 量子电动力学 波长转换
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Balmer H_α,H_β and H_γ Spectral Lines Intensities in High-Power RF Hydrogen Plasmas 被引量:1
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作者 王松柏 雷光玖 +1 位作者 刘东平 杨思泽 《Plasma Science and Technology》 SCIE EI CAS CSCD 2014年第3期219-222,共4页
H_α(Balmer-alpha),H_β(Balmer-beta)and H_γ(Balmer-gamma)spectral line intensities in atomic hydrogen plasma are investigated by using a high-power RF source.The intensities of the H_α,H_βand H_γ,spectral lines ar... H_α(Balmer-alpha),H_β(Balmer-beta)and H_γ(Balmer-gamma)spectral line intensities in atomic hydrogen plasma are investigated by using a high-power RF source.The intensities of the H_α,H_βand H_γ,spectral lines are detected by increasing the input power(0-6 kW)of ICPs(inductively coupled plasmas).With the increase of net input power,the intensity of H_αimproves rapidly(0-2 kW),and then reaches its dynamic equilibrium;the intensities of H_βcan be divided into three processes:obvious increase(0-2 kW),rapid increase(2-4 kW),almost constant(4-6 kW);while the intensities of H_γincrease very slowly.The energy levels of the excited hydrogen atoms and the splitting energy levels produced by an obvious Stark effect play an important role in the results. 展开更多
关键词 谱线强度 氢等离子体 高功率 感应耦合等离子体 射频 输入功率 斯塔克效应 能量水平
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Effect of Characteristic Spectral Lines on Rock Identification of LIBS
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作者 Ke ZhiQuan Wang YangEn +2 位作者 Xu Yi Dong XiPu Zhou MaoHui 《Journal of Physical Science and Application》 2015年第4期296-308,共13页
关键词 识别精度 特征对 BP神经网络 谱线 岩石样品 特征光谱 岩石分类 线模型
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Global Optimization of Norris Derivative Filtering with Application for Near-Infrared Analysis of Serum Urea Nitrogen 被引量:2
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作者 Yihui Yang Tao Pan Jing Zhang 《American Journal of Analytical Chemistry》 2019年第5期143-152,共10页
Near-infrared (NIR) spectroscopy combined with chemometrics methods was applied to the rapid and reagent-free analysis of serum urea nitrogen (SUN). The mul-partitions modeling was performed to achieve parameter stabi... Near-infrared (NIR) spectroscopy combined with chemometrics methods was applied to the rapid and reagent-free analysis of serum urea nitrogen (SUN). The mul-partitions modeling was performed to achieve parameter stability. A large-scale parameter cyclic and global optimization platform for Norris derivative filter (NDF) of three parameters (the derivative order: d, the number of smoothing points: s and the number of differential gaps: g) was developed with PLS regression. Meantime, the parameters’ adaptive analysis of NDF algorithm was also given, and achieved a significantly better modeling effect than one without spectral pre-processing. After eliminating the interference wavebands of saturated absorption, the modeling performance was further improved. In validation, the root mean square error (SEP), correlation coefficient (RP) for prediction and the ratio of performance to deviation (RPD) were 1.66 mmol?L-1, 0.966 and 4.7, respectively. The results showed that the high-precision analysis of SUN was feasibility based on NIR spectroscopy and Norris-PLS. The global optimization method of NDF is also expected to be applied to other analysis objects. 展开更多
关键词 near-infrared spectral ANALYSIS Serum UREA Nitrogen Norris DERIVATIVE Filter Norris-Partial Least SQUARES Global Optimization
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Intensities and shifts of Lyman and Balmer lines of hydrogen-like ions in high density plasmas 被引量:1
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作者 G.P.Zhao L.Liu +2 位作者 J.G.Wang R.K.Janev J.Yan 《Matter and Radiation at Extremes》 SCIE EI CAS 2018年第6期300-311,共12页
The spectral line intensities and line shifts of Lyman and Balmer series for transitions up to n=5 of hydrogen-like ion are studied in plasmas with densities and temperatures in the ranges n_(c)~10^(18)-10^(21)cm^(-3)... The spectral line intensities and line shifts of Lyman and Balmer series for transitions up to n=5 of hydrogen-like ion are studied in plasmas with densities and temperatures in the ranges n_(c)~10^(18)-10^(21)cm^(-3),T_(e)=0.3e1.2 eV respectively.The screened potential used to describe the interaction between charged particles includes the electron exchange-correlation and finite-temperature gradient effects and is valid for both weakly and strongly coupled plasmas.The dependencies of alpha,beta and gamma line shifts of Lyman and Balmer series on plasma density(for fixed temperature)and temperature(for fixed density)are investigated.The results for the H_(a)line shifts are compared with the available high-density experimental data. 展开更多
关键词 Screened coulomb interaction Hydrogen-like ion spectral lines High density plasmas
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Legendre Rational Spectral Method for Nonlinear Klein-Gordon Equation 被引量:3
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作者 Zhongqing Wang Benyu Guo 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2006年第2期143-149,共7页
A Legendre rational spectral method is proposed for the nonlinear Klein-Gordon equation on the whole line. Its stability and convergence are proved. Numerical results coincides well with the theoretical analysis and d... A Legendre rational spectral method is proposed for the nonlinear Klein-Gordon equation on the whole line. Its stability and convergence are proved. Numerical results coincides well with the theoretical analysis and demonstrate the e?ciency of this approach. 展开更多
关键词 勒让德有理数光谱方法 非线性方程 克莱因-戈登方程 收敛 稳定性
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CHARACTERISTICS OF MICROSTRIP TRANSMISSION LINES
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作者 吴晓东 林为干 《Journal of Electronics(China)》 1990年第1期1-5,共5页
An efficient hybrid field solution to microstrip transmission lines is presented byusing SLE and SLM modes in spectral domain.It by-passes the lengthy process of formulatingthe determinant equation for the unknown pro... An efficient hybrid field solution to microstrip transmission lines is presented byusing SLE and SLM modes in spectral domain.It by-passes the lengthy process of formulatingthe determinant equation for the unknown propagation constant.Compared with spectral domainadmittance approach,this method is clear in both physical and mathematical senses and may beapplied to a variety of structures. 展开更多
关键词 MICROSTRIP lines SLE/SLM MODES spectral domain approach
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Gridless Variational Bayesian Inference of Line Spectral from Quantized Samples
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作者 Jiang Zhu Qi Zhang Xiangming Meng 《China Communications》 SCIE CSCD 2021年第10期77-95,共19页
Efficient estimation of line spectral from quantized samples is of significant importance in information theory and signal processing,e.g.,channel estimation in energy efficient massive MIMO systems and direction of a... Efficient estimation of line spectral from quantized samples is of significant importance in information theory and signal processing,e.g.,channel estimation in energy efficient massive MIMO systems and direction of arrival estimation.The goal of this paper is to recover the line spectral as well as its corresponding parameters including the model order,frequencies and amplitudes from heavily quantized samples.To this end,we propose an efficient gridless Bayesian algorithm named VALSE-EP,which is a combination of the high resolution and low complexity gridless variational line spectral estimation(VALSE)and expectation propagation(EP).The basic idea of VALSE-EP is to iteratively approximate the challenging quantized model of line spectral estimation as a sequence of simple pseudo unquantized models,where VALSE is applied.Moreover,to obtain a benchmark of the performance of the proposed algorithm,the Cram′er Rao bound(CRB)is derived.Finally,numerical experiments on both synthetic and real data are performed,demonstrating the near CRB performance of the proposed VALSE-EP for line spectral estimation from quantized samples. 展开更多
关键词 variational Bayesian inference expectation propagation QUANTIZATION line spectral estimation MMSE gridless
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Degenerate cascade fluorescence: Optical spectral-line narrowing via a single microwave cavity
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作者 胡亮 胡响明 胡庆平 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第6期346-358,共13页
For a three-level atom, two nondegenerate(even microwave and optical) electric dipole transitions are usually allowed;for either of these, the fluorescence spectra are well-described in terms of spontaneous transition... For a three-level atom, two nondegenerate(even microwave and optical) electric dipole transitions are usually allowed;for either of these, the fluorescence spectra are well-described in terms of spontaneous transitions from a triplet of dressed sublevels to an adjacent lower-lying triplet. When the three dressed sublevels are equally spaced from each other, a remarkable feature known as degenerate cascade fluorescence takes place, which displays a five-peaked structure. We show that a single cavity can make all the spectral lines extremely narrow, whether they arise from cavity-coupled or cavity-free transitions. This effect is based on intrinsic cascade lasing feedback and makes it possible to use a single microwave cavity(even a bad cavity) to narrow the spectral lines in the optical frequency regime. 展开更多
关键词 resonance fluorescence narrow spectral lines microwave cavity
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Iterative Reweighted <i>l</i><sub>1</sub>Penalty Regression Approach for Line Spectral Estimation
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作者 Fei Ye Xian Luo Wanzhou Ye 《Advances in Pure Mathematics》 2018年第2期155-167,共13页
In this paper, we proposed an iterative reweighted l1?penalty regression approach to solve the line spectral estimation problem. In each iteration process, we first use the ideal of Bayesian lasso to update the sparse... In this paper, we proposed an iterative reweighted l1?penalty regression approach to solve the line spectral estimation problem. In each iteration process, we first use the ideal of Bayesian lasso to update the sparse vectors;the derivative of the penalty function forms the regularization parameter. We choose the anti-trigonometric function as a penalty function to approximate the?l0? norm. Then we use the gradient descent method to update the dictionary parameters. The theoretical analysis and simulation results demonstrate the effectiveness of the method and show that the proposed algorithm outperforms other state-of-the-art methods for many practical cases. 展开更多
关键词 line spectral Estimation PENALTY Regression Bayesian Lasso ITERATIVE Reweighted APPROACH
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Empirical Line Method Using Spectrally Stable Targets to Calibrate IKONOS Imagery
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作者 XU Jun-Feng 《Pedosphere》 SCIE CAS CSCD 2008年第1期124-130,共7页
由使用幽灵似地稳定的目标,实验的线(EL ) 方法被测试改正多光谱在 Putuo 山上获得的 IKONOS 形象,浙江,中国。一系列刻度目标,随着时间的过去幽灵似地稳定,被选择建立线性预言的方程。随后,一系列幽灵似地稳定的确认目标被选择... 由使用幽灵似地稳定的目标,实验的线(EL ) 方法被测试改正多光谱在 Putuo 山上获得的 IKONOS 形象,浙江,中国。一系列刻度目标,随着时间的过去幽灵似地稳定,被选择建立线性预言的方程。随后,一系列幽灵似地稳定的确认目标被选择估计方程的精确性。并且,确认目标,随着时间的过去幽灵似地不稳定,被用来测试使用 EL 方法校准档案的遥远地察觉到的数据的可行性。为每个目标的地面反射大小用一个 ASD FieldSpec 分光辐射函数被做。Trimble GeoXT?与亚米精确性联合起来的 GPS 被用来精确地估计目标位置。为四个 IKONOS 乐队的线性回归方程被导出。为蓝、绿、红的乐队的决心的系数都比 0.9800 大,它为近红外线的乐队是 0.9697。合理结果能被使用幽灵似地稳定的目标获得,这被结束。 展开更多
关键词 土壤学 检测标准 校准度 检测方法
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Research on the detection of early caries based on hyperspectral imaging
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作者 Cheng Wang Haoying Zhang +3 位作者 Guangyun Lai Songzhu Hu Jun Wang Dawei Zhang 《Journal of Innovative Optical Health Sciences》 SCIE EI CSCD 2023年第3期101-112,共12页
Objective:We applied hyperspectral imaging(HSI)system to distinguish early caries from soundand pigmented areas.It will provide a theoretical basis and technical support,for research anddevelopment of an instrument th... Objective:We applied hyperspectral imaging(HSI)system to distinguish early caries from soundand pigmented areas.It will provide a theoretical basis and technical support,for research anddevelopment of an instrument that could be used for screening and detection of early dentalcaries.Methods:Eighteen extracted human teeth(molars and premolars),with varying degrees ofnatural pathology and no degree of decay involving dentin were obtained.HSI system with awavelength range from 400 to 1000nm was used to obtain images of all 18 teeth containingsound,carious and pigmented areas.We compared the spectra of the wavebands at both 500 nmand 780 nm from the different tooth states,and the reflectance diference bet ween sound versuscarious lesions and sound versus pigmented areas,respectively.Results:There was a slight diference in refectance bet ween carious areas and pigmented areas at500 nm.A substantial difference was additionally noted in refectance bet ween carious areas andpigmented areas at 780 nm.Conclusion:The results have shown that the interference of tooth surface pigment can be elim-inated in the near-infrared(NIR)waveband,and the caries can be effectively identifed from the pigmented areas.Thus,it could be used to detect carious areas of teeth in place of the traditionalvisual inspection method or white light endoscopy.Clinical significance:The NIR difused light signal enables the identification of early caries frompigment and other interference,providing a reasonable detection tool for early detection andearly treatment of teeth diseases. 展开更多
关键词 Hyperspectral imaging near-infrared light early dental caries spectral reflectance
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基于谱线-高阶累积量的调制识别研究与实现
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作者 张朝晖 孙臻烨 张欢 《自动化应用》 2024年第2期51-55,共5页
已发表的调制识别算法大多基于单一特征参数,识别种类较少,且往往很难在实际系统中布署。提出了一种基于谱线-高阶累积量的数字调制识别算法,该算法利用载波频率估计、符号速率估计、定时恢复、噪声功率估计等前处理手段,结合信号功率... 已发表的调制识别算法大多基于单一特征参数,识别种类较少,且往往很难在实际系统中布署。提出了一种基于谱线-高阶累积量的数字调制识别算法,该算法利用载波频率估计、符号速率估计、定时恢复、噪声功率估计等前处理手段,结合信号功率谱、二次方谱、四次方谱中的离散谱线和四阶归一化高阶累积量,可识别2ASK、4ASK、8ASK、2FSK、4FSK、8FSK、BPSK、QPSK、8PSK、OQPSK、MSK、16QAM、32QAM、64QAM、128QAM、256QAM 16种数字调制信号。基于该算法,设计并实现了一种数字调制识别处理系统,可实时识别上述16种调制信号。结果表明,该实时系统对大部分调制信号的识别准确率可达到99%以上,对8PSK、32QAM、128QAM等调制信号的识别准确率可达到94%以上。 展开更多
关键词 调制识别 谱线 高阶累积量 实时系统
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基于高光谱成像的桥梁混凝土表面露筋病害识别
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作者 周坤 彭雄 +3 位作者 钟新谷 张文辉 李千禧 赵超 《红外技术》 CSCD 北大核心 2024年第2期216-224,共9页
桥梁作为交通关键节点,承担与日俱增的交通流量压力,相当一部分桥梁尚未达到设计使用年限就出现较多的病害,技术状况不容乐观。高光谱成像运用光电技术检测物体对光谱波段信号的辐射和吸收情况,将该信号转换成图像和图形,可基于吸收峰... 桥梁作为交通关键节点,承担与日俱增的交通流量压力,相当一部分桥梁尚未达到设计使用年限就出现较多的病害,技术状况不容乐观。高光谱成像运用光电技术检测物体对光谱波段信号的辐射和吸收情况,将该信号转换成图像和图形,可基于吸收峰的位置和强度分析被测物体的物理性质和物质组成,因此本文提出基于高光谱成像的桥梁混凝土表面露筋病害识别方法。利用线阵高光谱相机集成匀速步进滑轨装置,形成高光谱成像测试系统,采集桥梁混凝土表面露筋病害图像;基于桥梁露筋病害高光谱图像谱线与空间特征,结合预处理——平滑滤波-多元散射校准(Savizky-Golay-Multivariate scattering calibration,SG-MSC)、特征空间变换——光谱导数法(First derivative,FD)、特征变量选择算法——竞争自适应重加权抽样(Competitiveadapativereweighted sampling,CARS),将原始光谱曲线数据经特征空间转换提取相应特征值并显示波段;以光谱曲线特征向量构建数据集,基于支持向量机形成露筋病害识别预测模型。以某跨江大桥为例,以高光谱成像测试系统对实际桥梁混凝土露筋病害进行识别,将原始光谱数据经平滑特征空间变换与特征提取后放大差异,将254个波段数据维度降低到23个波段数据,模型预测精度达到94.6%,对比可见光成像高光谱成像具有更高维度信息可有效表征物质属性,表明高光谱成像对复杂表面环境下的桥梁病害识别具有可行性和广泛应用前景。 展开更多
关键词 桥梁混凝土 高光谱成像 露筋病害 谱线特征 机器学习
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