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一种基于Canny的原棉杂质图像分割方法研究 被引量:2
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作者 夏彬 张亚利 王飞 《现代纺织技术》 北大核心 2017年第6期23-26,共4页
针对原棉杂质人工检验方式效率和效果不能保证的问题,提出一种基于Canny的原棉图像分割方法。该方法首先通过计算灰度的二阶微分增强图像,然后采用梯度按阈值取舍的方法检测图像边缘,在此基础上,结合"非极大值抑制"和形态学... 针对原棉杂质人工检验方式效率和效果不能保证的问题,提出一种基于Canny的原棉图像分割方法。该方法首先通过计算灰度的二阶微分增强图像,然后采用梯度按阈值取舍的方法检测图像边缘,在此基础上,结合"非极大值抑制"和形态学的连接操作,确保图像分割的效果。原棉杂质图像分割实验结果表明,该方法能够有效地将杂质与原棉背景分离,获取的杂质边缘清楚、流畅,有利于后期原棉杂质的分类与识别,同时,为棉纤维检验领域中机器视觉检测系统的研发提供了技术支撑和数据参考。 展开更多
关键词 原棉杂质 图像分割 CANNY 杂质边缘 视觉检测
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计算机视觉在纺纱过程中棉结杂质检测研究 被引量:1
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作者 何小利 宋钰 《计算机仿真》 CSCD 北大核心 2013年第2期402-405,共4页
研究纺纱工艺中棉结杂质的准确检测。在纺纱工艺的松解工序中需要将块状的棉纤维分解成单根纤维状态,但实际分解完成的单纤维中不可避免地存在棉结杂质,当棉结杂质较小时其形态与单纤维相似,用于识别的形态特征不明显,传统的计算机视觉... 研究纺纱工艺中棉结杂质的准确检测。在纺纱工艺的松解工序中需要将块状的棉纤维分解成单根纤维状态,但实际分解完成的单纤维中不可避免地存在棉结杂质,当棉结杂质较小时其形态与单纤维相似,用于识别的形态特征不明显,传统的计算机视觉的检测方法是单一尺度边缘检测算法,不能将棉结杂质从形态相似的单纤维中准确检测出来。为了提高检测的准确度,提出一种改进的计算机视觉检测方法,对待检测的单纤维图像进行处理,将图像分割成多个区域并进行小波变换,计算每个变换区域的平均梯度值作为检测阈值,通过多尺度阈值判别将棉结杂质检测出来。实验表明,改进方法能够有效区分形态相似的单纤维和棉结杂质,将棉结杂质准确检测出来,具有较优的检测准确度。 展开更多
关键词 棉结杂质 边缘检测 多尺度阈值
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基于图像的牛奶细微杂质检测算法研究与仿真 被引量:3
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作者 孙绍晟 张林 《计算机应用与软件》 CSCD 北大核心 2013年第1期281-283,314,共4页
研究掺杂牛奶杂质的准确检测问题。牛奶中混入颜色激起相似的异性纤维,如化纤、毛发等杂质,由于杂质柔软、细小,杂质颜色像素与牛奶接近。传统的基于像素差异的杂质检测方法无法准确区分两者之间的细微差异,导致根据像素差异的阈值很难... 研究掺杂牛奶杂质的准确检测问题。牛奶中混入颜色激起相似的异性纤维,如化纤、毛发等杂质,由于杂质柔软、细小,杂质颜色像素与牛奶接近。传统的基于像素差异的杂质检测方法无法准确区分两者之间的细微差异,导致根据像素差异的阈值很难准确确定,造成牛奶杂质检测漏检率过高的问题。为了解决上述问题,提出一种基于多层细微像素模型的牛奶杂质检测算法。通过提取图像中的关键细节特点,运用边沿多层细化理论,对异样像素多层迭代验证,确定牛奶中杂质的边缘像素空间位置,从而实现牛奶杂质的检测,提高了检测的准确率。实验证明,上述方式能够准确检测出牛奶中的细微杂质,提高了检测的准确率,取得了令人满意的效果。 展开更多
关键词 牛奶杂质检测 灰度差异 边缘像素空间模型
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Development of vacuum ultraviolet spectroscopy for measuring edge impurity emission in the EAST tokamak 被引量:4
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作者 Hongming ZHANG Bo LYU +9 位作者 Liang HE Yongcai SHEN Jun CHEN Jia FU Bin BIN Xunyu WANG Fudi WANG Yingying LI Ling ZHANG Bing LIU 《Plasma Science and Technology》 SCIE EI CAS CSCD 2020年第8期8-13,共6页
The dominant wavelength range of edge impurity emissions moves from the visible range to the vacuum ultraviolet(VUV)range,as heating power increasing in the Experimental Advanced Superconducting Tokamak(EAST).The meas... The dominant wavelength range of edge impurity emissions moves from the visible range to the vacuum ultraviolet(VUV)range,as heating power increasing in the Experimental Advanced Superconducting Tokamak(EAST).The measurement provided by the existing visible spectroscopies in EAST is not sufficient for impurity transport studies for high-parameters plasmas.Therefore,in this study,a VUV spectroscopy is newly developed to measure edge impurity emissions in EAST.One Seya-Namioka VUV spectrometer(McPherson 234/302)is used in the system,equipped with a concave-corrected holographic grating with groove density of 600 grooves mm-1.Impurity line emissions can be observed in the wavelength range ofλ=50-700 nm,covering VUV,near ultraviolet and visible ranges.The observed vertical range is Z=-350-350 mm.The minimum sampling time can be set to 5 ms under full vertical binning(FVB)mode.VUV spectroscopy has been used to measure the edge impurity emission for the 2019 EAST experimental campaign.Impurity spectra are identified for several impurity species,i.e.,lithium(Li),carbon(C),oxygen(O),and iron(Fe).Several candidates for tungsten(W)lines are also measured but their clear identification is very difficult due to a strong overlap with Fe lines.Time evolutions of impurity carbon emissions of CⅡat 134.5 nm and CⅢat 97.7 nm are analyzed to prove the system capability of time-resolved measurement.The measurements of the VUV spectroscopy are very helpful for edge impurity transport study in the high-parameters plasma in EAST. 展开更多
关键词 EAST TOKAMAK impurITY tungsten vacuum ULTRAVIOLET SPECTROSCOPY edge impurITY EMISSION plasma diagnostics
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Study of Carbon Impurity Transport at SOL in EAST
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作者 王君一 陈一平 《Plasma Science and Technology》 SCIE EI CAS CSCD 2010年第5期535-539,共5页
Transport of carbon in the edge plasma of EAST with a heating power Pin of 8 MW is studied using DIVIMP code. The background plasmas for DIVIMP are taken from the results by using B2.5-Eirene code. For different plasm... Transport of carbon in the edge plasma of EAST with a heating power Pin of 8 MW is studied using DIVIMP code. The background plasmas for DIVIMP are taken from the results by using B2.5-Eirene code. For different plasma densities at the core-SOL interface and the different divertor operational regimes, namely low recycling, high recycling and detachment, the simulated results show that the impurity density in SOL is higher for the high recycling regime than that for the low recycling regime, while impurity density in SOL is lower for the detachment regime than that for both the low and high recycling regimes. 展开更多
关键词 edge plasma impurity transport SIMULATION DIVIMP
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经典漂移对EAST钨杂质产生和输运特性影响的模拟研究
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作者 刘洪涛 王福琼 钟方川 《核聚变与等离子体物理》 CAS CSCD 北大核心 2019年第4期289-295,共7页
本文采用蒙特卡罗杂质输运程序DIVIMP,针对先进实验超导托卡马克(EAST)的上单零位形放电,模拟研究了不同漂移情况下(无漂移、离子B??B漂移向下/上)的钨杂质产生和输运特性。结果表明,经典漂移显著影响了钨杂质自偏滤器靶板的溅射通量及... 本文采用蒙特卡罗杂质输运程序DIVIMP,针对先进实验超导托卡马克(EAST)的上单零位形放电,模拟研究了不同漂移情况下(无漂移、离子B??B漂移向下/上)的钨杂质产生和输运特性。结果表明,经典漂移显著影响了钨杂质自偏滤器靶板的溅射通量及其在上游区域的含量。 展开更多
关键词 经典漂移 钨杂质 边界等离子体 杂质输运
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An Anderson Impurity Interacting with the Helical Edge States in a Quantum Spin Hall Insulator
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作者 Ru Zheng Rong-Qiang He Zhong-Yi Lu 《Chinese Physics Letters》 SCIE CAS CSCD 2018年第6期70-74,共5页
Using the natural orbitals renormalization group(NORG)method,we investigate the screening of the local spin of an Anderson impurity interacting with the helical edge states in a quantum spin Hall insulator.It is fou... Using the natural orbitals renormalization group(NORG)method,we investigate the screening of the local spin of an Anderson impurity interacting with the helical edge states in a quantum spin Hall insulator.It is found that there is a local spin formed at the impurity site and the local spin is completel.y screened by electrons in the quantum spin Hall insulator.Meanwhile,the local spin is screened dominantly by a single active natural orbital.We then show that the Kondo screening mechanism becomes transparent and simple in the framework of the natural orbitals formalism.We project the active natural orbital respectively into real space and momentum space to characterize its structure.We conilrm the spin-momentum locking property of the edge states based on the occupancy of a Bloch state on the edge to which the impurity couples.Furthermore,we study the dynamical property of the active natural orbital represented by the local density of states,from which we observe the Kondo resonance peak. 展开更多
关键词 An Anderson impurity Interacting with the Helical edge States in a Quantum Spin Hall Insulator
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