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基于线阵扫描图像的玉米果穗性状检测技术 被引量:20
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作者 柳冠伊 杨小红 +3 位作者 白明 魏文军 张绍英 李海涛 《农业机械学报》 EI CAS CSCD 北大核心 2013年第11期276-280,共5页
为实现玉米果穗性状自动检测,以线阵扫描方式获取玉米果穗表面圆周图像信息,利用图像处理技术从中提取相关性状参数。从扫描图像自身提取检测模板,应用归一化互相关算法完成玉米果穗单周图像的精确切割;以Otsu法完成籽粒分割后,利用边... 为实现玉米果穗性状自动检测,以线阵扫描方式获取玉米果穗表面圆周图像信息,利用图像处理技术从中提取相关性状参数。从扫描图像自身提取检测模板,应用归一化互相关算法完成玉米果穗单周图像的精确切割;以Otsu法完成籽粒分割后,利用边界非完整籽粒的连接性,完成边界分割籽粒的合并,提高籽粒计数准确度;采用图像投影曲线平滑后求极值的方法获取穗行数。与人工检测实验结果对比,穗粒数和穗行数的计数准确率分别为94.6%和99.1%。 展开更多
关键词 玉米果穗 性状检测 线阵扫描 图像匹配 投影法
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外用糖皮质激素治疗手部慢性湿疹的临床及皮肤性状检测 被引量:1
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作者 孙艳 张丽 +3 位作者 齐瑞群 陈国红 王凤贤 高兴华 《中国麻风皮肤病杂志》 2010年第7期527-528,共2页
2008年3~9月,我们应用具有较好保湿作用的糖皮质激素制剂治疗19例手部湿疹患者,观察其临床疗效的同时对相关皮肤性状的影响进行检测,报道如下。
关键词 糖皮质激素制剂 性状检测 激素治疗 临床疗效 手部慢性湿疹 皮肤 外用 手部湿疹
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中药饮片性状质量智能检测关键技术研究 被引量:3
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作者 周明 周金海 +1 位作者 张燕群 段念林 《世界科学技术-中医药现代化》 CSCD 北大核心 2023年第5期1580-1589,共10页
目的基于人工智能之计算机视觉技术,构建客观化的中药饮片性状质量智能检测模式,以高科技应用促使中药饮片企业提质增效。方法以大黄饮片为例,利用开源的OpenCV视觉库,设计智能的中药饮片性状质量检测方法。步骤:运用斑点检测法检测中... 目的基于人工智能之计算机视觉技术,构建客观化的中药饮片性状质量智能检测模式,以高科技应用促使中药饮片企业提质增效。方法以大黄饮片为例,利用开源的OpenCV视觉库,设计智能的中药饮片性状质量检测方法。步骤:运用斑点检测法检测中药饮片表面斑痕,对饮片进行初步筛选;轮廓提取结合凸包检测,从片形大小角度对饮片进行等级划分;获取最小外接矩形和凸缺陷检测,对异形饮片进行排除;提取饮片颜色特征数据,经机器学习方法建模,从色泽角度对中药饮片进行优劣判别。结果斑点、大小、异形检测均可有效排除不合格饮片,色泽检测模型对大黄饮片质量判别的准确率达84.00%。结论中药饮片性状质量智能检测关键技术的实现,可用于弥补传统人工分拣质量与效率的不足,为中药饮片行业全线产品在线质量智能检测系统研究奠定了基础,或将有力推进中药饮片生产现代化进程。 展开更多
关键词 中药饮片 性状质量检测 计算机视觉 OpenCV视觉库
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鹿产品检测的研究进展 被引量:8
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作者 李欢霞 邢秀梅 +3 位作者 杨福合 赵东 刘华淼 邵元臣 《中国畜牧兽医》 CAS 北大核心 2012年第5期164-169,共6页
鹿产品是珍贵的中药材,目前市场上存在着严重的以假充真,以次充好的现象,科研工作者对鹿产品的检测做了大量的研究工作。作者回顾了近年来鹿产品检测方面的研究进展,分别从性状检测、显微检测、理化检测及分子检测等几种主要检测方法进... 鹿产品是珍贵的中药材,目前市场上存在着严重的以假充真,以次充好的现象,科研工作者对鹿产品的检测做了大量的研究工作。作者回顾了近年来鹿产品检测方面的研究进展,分别从性状检测、显微检测、理化检测及分子检测等几种主要检测方法进行综述,为鹿产品检测的进一步研究提供了参考依据,同时提出了鹿产品检测中存在的问题及进一步研究方向。 展开更多
关键词 鹿产品 性状检测 显微检测 理化检测 分子检测
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基于机器视觉的玉米幼苗叶面积检测装置设计及试验 被引量:10
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作者 付豪 万鹏 +1 位作者 施家伟 杨万能 《华中农业大学学报》 CAS CSCD 北大核心 2020年第1期161-170,共10页
为了实现玉米幼苗叶面积的快速、无损、实时、高效检测,设计并搭建了基于机器视觉的玉米幼苗叶面积检测装置。该检测装置由框架、光源装置、顶升旋转系统、图像采集及分析系统、检测装置控制系统等部分组成,通过各部分协作完成玉米幼苗... 为了实现玉米幼苗叶面积的快速、无损、实时、高效检测,设计并搭建了基于机器视觉的玉米幼苗叶面积检测装置。该检测装置由框架、光源装置、顶升旋转系统、图像采集及分析系统、检测装置控制系统等部分组成,通过各部分协作完成玉米幼苗顶视图像与侧视图像的实时采集及分析处理,计算玉米幼苗的叶面积。以玉米幼苗为试验对象对装置性能进行测试,试验结果显示:在装置满载情况下,当相机在X方向和Y方向的移动速度分别为830、32 mm/s时,顶视图模式和侧视图模式下检测装置的平均运行时间分别为190、355 s,检测总耗时为545 s,单株玉米幼苗的平均用时为34 s,相机的平均定位准确率分别为92%和90%,相机定位精度较高;玉米幼苗顶视图、主视图和左视图叶面积与实际叶面积的Pearson相关系数分别为0.901、0.767和0.786,装置检测的玉米幼苗叶面积与实际叶面积相关性强,装置可以满足批量检测玉米幼苗叶面积的需要。 展开更多
关键词 玉米幼苗 叶面积 机器视觉 无损检测 图像采集及分析 作物生长信息 作物幼苗表型性状检测
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基于性状电子检测技术结合机器学习的不同产地薏苡仁的快速鉴别
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作者 张云飞 张玖捌 +4 位作者 陈鹏 史亚博 张科卫 毛春芹 陆兔林 《中草药》 CAS CSCD 北大核心 2024年第12期4185-4193,共9页
目的基于性状电子检测技术,结合多元分析算法,建立不同产地薏苡仁的快速鉴别方法。方法使用CM-5分光测色仪测定薏苡仁的色度值,建立决策树(decision tree,DT)模型、k最邻近算法(k-nearest neighbor,KNN)模型和贝叶斯(Bayes)判别模型。其... 目的基于性状电子检测技术,结合多元分析算法,建立不同产地薏苡仁的快速鉴别方法。方法使用CM-5分光测色仪测定薏苡仁的色度值,建立决策树(decision tree,DT)模型、k最邻近算法(k-nearest neighbor,KNN)模型和贝叶斯(Bayes)判别模型。其次,根据超快速气相电子鼻检测气味成分,建立不同产地薏苡仁的判别因子分析(discriminant factor analysis,DFA)模型及热图,探究不同产地薏苡仁的气味信息差异。同时,采用偏最小二乘法判别分析(partial least squares discrimination analysis,PLS-DA)模型探究不同产地的差异标志物。最后,将薏苡仁表面颜色与内在气味成分进行相关性分析。结果2-丙烯酸、2-甲基丁醛、甲苯、丙醛可以作为区分不同产地薏苡仁的主要气味标志物,丁二酮、2,3-乙酰基丙酮、3-己醇等多种气味成分与L^(*)、a^(*)、b^(*)值存在显著相关性。结论电子眼联合超快速气相电子鼻技术能够快速、准确鉴别不同产地的薏苡仁,该方法对于多产地中药的鉴别和质量控制具有借鉴意义。 展开更多
关键词 薏苡仁 性状电子检测 机器学习 快速鉴别 气味标志物 2-丙烯酸 2-甲基丁醛 丁二酮 3-己醇
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Research on the Agronomic,Quality Traits and the Corresponding Background Genes Distribution of Wheat Germplasm Ningchun 4 and Its Parents 被引量:2
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作者 亢玲 袁汉民 +4 位作者 陈东升 王晓亮 张维军 来长凯 赵桂珍 《Agricultural Science & Technology》 CAS 2010年第9期188-192,共5页
[Objective] The aim of this study was to observe the agronomic,yield and quality traits of Ningchun 4 and its parents under the same environmental conditions,as well as to carry out molecular detection on the backgrou... [Objective] The aim of this study was to observe the agronomic,yield and quality traits of Ningchun 4 and its parents under the same environmental conditions,as well as to carry out molecular detection on the background genes distribution of the corresponding traits.[Method]Ningchun 4 and its parents Sonora 64,Hongtu,Abbondanza,Quality were used as materials to detect the agronomic and quality traits,as well as to analyze the genetic variation laws by molecular determination method.[Result]Ningchun 4 had inherited the advantages of bigger spike,red and hard grain from Sonora 64 and higher 1 000-grain weight from Hongtu.However,it had also inherited the disadvantages of late-maturing from Sonora 64 and lower tillering ability from Hongtu;the grain quality of Ningchun 4 was slightly lower than the Sonora 64;Ningchun 4 had high quality subunit of 5+10,which had good dough rheological properties.[Conclusion]Ningchun 4 had inherited the long photoperiod characteristics and no-resistant to slow-leaf rusting and stripe rust characteristics from Hongtu and low PPO activity,high yellow pigments content from parents. 展开更多
关键词 Ningchun 4 Agronomic traits Quality traits Molecular detection
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Molecular Markers and Agronomic Traits of a New Kind of Genic Male Sterile Material Mian 7AB-4-2 in Brassica napus L. 被引量:1
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作者 李浩杰 汤天泽 +4 位作者 袁代斌 蒙大庆 蒲晓斌 张锦芳 蒋梁材 《Agricultural Science & Technology》 CAS 2009年第1期60-63,152,共5页
[ Objective] The study was to investigate the agronomic traits and breeding characteristics of genic male sterile material Mian 7AB-4- 2 in Brassica napus. [ Method] The differences in agronomic traits and polymorphis... [ Objective] The study was to investigate the agronomic traits and breeding characteristics of genic male sterile material Mian 7AB-4- 2 in Brassica napus. [ Method] The differences in agronomic traits and polymorphisms in SSR markers, between the genic male sterile material Mian 7AB-4-2 in Brassica napus and its sisterly line Mian 7AB-4-1 were investigated by hybridization and molecular identification; and the percentage of sterile individuals of Mian 7AB-4-2 and of the hybrids with its sisterly line Mian 7AB-4-1 from test cross and back cross were also studled. [ Result] Mian 7AB-4-2 was not significantly different in agronomic traits from its sisterly line Mian 7AB-4-1 at 0.05 probability level. The per- centages of sterile individuals in the pollinated fertile Mian 7AB-4-2 plants were over 60%, and that in its sisterly line Mian 7AB-4-1 was about 25%. In test crosses with other nine sterile lines, Mian 7AB-4-1 kept the percentage of sterile individuals of sterile lines over 90%, and the percentage of sterile individuals from back cross over 80%. With regard to molecular markers, Mian 7AB-4-2 and its sisterly line Mian 7AB-4-1 were different in the band number from SSR primers a2 and E10. [ Conclusion] The results indicate that Mian 7AB-4-2 is helpful for rapeseed breeding, quickening the application of new materials in field breeding. 展开更多
关键词 Brassica napus L. Recessive genic male sterility Self-pollination of fertile individual Test cross Back cross SSR marker POLYMORPHISM
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KRAS mutation testing in metastatic colorectal cancer 被引量:18
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作者 Cong Tan Xiang Du 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第37期5171-5180,共10页
The KRAS oncogene is mutated in approximately 35%-45% of colorectal cancers, and KRAS mutational status testing has been highlighted in recent years. The most frequent mutations in this gene, point substitutions in co... The KRAS oncogene is mutated in approximately 35%-45% of colorectal cancers, and KRAS mutational status testing has been highlighted in recent years. The most frequent mutations in this gene, point substitutions in codons 12 and 13, were validated as negative predictors of response to anti-epidermal growth factor receptor antibodies. Therefore, determining the KRAS mutational status of tumor samples has become an essential tool for managing patients with colorectal cancers. Currently, a variety of detection methods have been established to analyze the mutation status in the key regions of the KRAS gene; however, several challenges remain related to standardized and uniform testing, including the selection of tumor samples, tumor sample processing and optimal testing methods. Moreover, new testing strategies, in combination with the mutation analysis of BRAF , PIK3CA and loss of PTEN proposed by many researchers and pathologists, should be promoted. In addition, we recommend that microsatellite instability, a prognostic factor, be added to the abovementioned concomitant analysis. This review provides an overview of KRAS biology and the recent advances in KRAS mutation testing. This review also addresses other aspects of status testing for determining the appropriate treatment and offers insight into the potential drawbacks of mutational testing. 展开更多
关键词 KRAS Epidermal growth factor receptor Metastatic colorectal cancer Testing status BIOMARKER
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The Detection of STAT1 Gene Influencing Milk Related Traits in Turkish Holstein and Jersey Cows
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作者 Ozden Cobanoglu Eser Kemal Gurcan +2 位作者 Soner Cankaya Ertugrul Kul Hasan Samet Abaci 《Journal of Agricultural Science and Technology(A)》 2016年第4期261-269,共9页
The main purpose of this study was to detect an association of cytoplasmic signal transducers and activators of transcription-1 (STAT1) with milk production traits in 472 Holstein and 283 Jersey cattle breeds of Tur... The main purpose of this study was to detect an association of cytoplasmic signal transducers and activators of transcription-1 (STAT1) with milk production traits in 472 Holstein and 283 Jersey cattle breeds of Turkey. This gene, located on chromosome 2, was chosen due to its role on development of mammary gland. A polymorphism of selected 314 bp allele fragment was detected by the restriction fragment length polymorphism analysis of polymerase chain reaction-amplified fragments (PCR-RFLP) method and also confirmed by DNA sequencing. The association tests were conducted between STAT1 genotypes and some economically important dairy traits. The genotypes for C/T as a single nucleotide polymorphism (SNP) were identified at interval 60 cM to 63 cM. The effects of STAT1 gene on milk production traits were not significant in Holstein cows, although animals with CT genotypes showed fairly close to significant value for the corrected 305 d milk yield. However, Jersey cows with/7" genotype were 2.07 kg higher for test-day milk yield (P 〈 0.05), 0.13 kg for fat yield (P 〈 0.01) and 0.07 kg for protein yield (P 〈 0.05) compared with animals having CC and CT genotypes. Definitely, the further research should be conducted to search this gene intensively with larger samples to identify polymorphism and any association between the economically important traits and genotypic class in Holstein cows. Finally, based on the findings, it was concluded that STATI gene might be used as a potential candidate gene to improve milk yield and milk fat and protein contents in dairy cows breeding programs. 展开更多
关键词 STAT1 gene dairy cattle PCR-RFLP milk production milk content.
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PERFORMANCE EVALUATION OF OSSO-CFAR WITH BINARY INTEGRATION IN WEIBULL BACKGROUND
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作者 Meng Xiangwei 《Journal of Electronics(China)》 2013年第1期83-90,共8页
The performance of the Ordered-Statistic Smallest Of (OSSO) Constant False Alarm Rate (CFAR) with binary integration in Weibull background with known shape parameter is analyzed, in the cases that the processor operat... The performance of the Ordered-Statistic Smallest Of (OSSO) Constant False Alarm Rate (CFAR) with binary integration in Weibull background with known shape parameter is analyzed, in the cases that the processor operates in homogeneous background and non-homogeneous situation caused by multiple targets and clutter edge. The analytical models of this scheme for the performance evaluation are given. It is shown that the OSSO-CFAR with binary integration can greatly improve the detection performance with respect to the single pulse processing case. As the clutter background becomes spiky, a high threshold S of binary integration (S/M) is required in order to obtain a good detection performance in homogeneous background. Moreover, the false alarm performance of the OSSO-CFAR with binary integration is more sensitive to the changes of shape parameter or power level of the clutter background. 展开更多
关键词 Radar detection Constant False Alarm Rate (CFAR) Weibull distribution Binary in- tegration
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Eukaryotic cell encystation and cancer cell dormancy:is a greater devil veiled in the details of a lesser evil? 被引量:1
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作者 Abdul Mannan Baig Naveed Ahmed Khan Farhat Abbas 《Cancer Biology & Medicine》 SCIE CAS CSCD 2015年第1期64-67,共4页
Cancer cell dormancy is the main cause of cancer recurrence and failure of therapy as dormant cells evade not only the anticancer drugs but also the host immune system. These dormant cells veil themselves from detecti... Cancer cell dormancy is the main cause of cancer recurrence and failure of therapy as dormant cells evade not only the anticancer drugs but also the host immune system. These dormant cells veil themselves from detection by imaging and/or using biomarkers, which imposes an additional problem in targeting such cells. A similar form of hibernation process known as encystation is studied in detail for pathogenic unicellular eukaryotic microorganisms. By examination using microarray gene expression profiles, immunocytochemistry tools, and siRNAs during the process of encystation, understanding the covert features of cancer cell dormancy as proposed could be possible. This knowledge can be extended to dormant cancer cells to uncover the mechanisms that underlie this ghost, yet dangerous state of human cancers. We propose a strategy to induce dormancy and exit this state by application of knowledge gained from the encystation induction and retrieval processes in pathogenic eukaryotic microorganisms. Given that early detection and characterization of dormant malignant tumor cells is important as a general strategy to monitor and prevent the development of overt metastatic disease, this homology may enable the design of therapies that could either awake the dormant cell from dormancy to make it available for therapies or prolong such a phase to make cancer appear as a chronic disease 展开更多
关键词 Cancer cell dormancy cancer recurrence encystation metastasis
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Evaluation of Sensitivities and Specificities of SARS-CoV Detection by Real-time Quantitative Reverse Transcription-PCR Assays
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作者 Li-li XU Zhi-hong HU Hua-lin WANG Xiao HAN Fei DENG 《Virologica Sinica》 SCIE CAS CSCD 2009年第3期187-193,共7页
The etiological agent of severe acute respiratory syndrome(SARS) was identified as a new coronavirus,termed SARS-CoV. Establishment of an efficient and sensitive diagnostic system of SARS-CoV genetic materials is cruc... The etiological agent of severe acute respiratory syndrome(SARS) was identified as a new coronavirus,termed SARS-CoV. Establishment of an efficient and sensitive diagnostic system of SARS-CoV genetic materials is crucial for SARS control. In this study,we quantified SARS-CoV mRNAs in both infected cell culture lysate and in supernatant by using Real-time quantitative revere transcription-PCR based on EvaGreenTM dye and Taqman-MGB probes. For extensive evaluation of sensitivities and specificities,13 pairs of primers and 4 probes were designed based on different genes of SARS-CoV. Glyceraldehydes-3-phosphate dehydrogenase(GAPDH) was selected as the internal control gene. Results showed that S-gene-specific PCR was the most sensitive for detection,but because of its sequence variability in the different viral strains,primers and a probe based on the N gene were suitable substitutions. Meanwhile,we found the mRNA concentrations in cell culture lysates were much higher than in cell supernatant and facilited more sensitive detection of the SARS-CoV. 展开更多
关键词 SARS-COV SENSITIVITIES SPECIFICITIES EVALUATION
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Non Linear Dynamic Crack Model Applied to State Observers Methodology for Fault Detection, Localization and Evaluation in a Cantilever Beam
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作者 Edson Luiz Valverde Castilho Filho Gilberto P. de Melo Vinicius Fernandes 《Journal of Mathematics and System Science》 2012年第6期384-392,共9页
The purpose of this work is the study of a mathematical model to discretize cracks at continuous mechanical systems, applying all the available properties at computational algorithm using the methodology of state obse... The purpose of this work is the study of a mathematical model to discretize cracks at continuous mechanical systems, applying all the available properties at computational algorithm using the methodology of state observers to detect, localize and evaluate the crack conditions, seeking the model limitations through an experiment developed at the mechanical department of UNESP, llha Solteira, S^o Paulo-Brazil. Three different notch sizes were placed, one by one, at the top surface of a cantilever beam (to be considered as a crack at the mechanical system) and harmonic forces were applied at the tip of the beam with three different frequencies, for each notch size, to obtain experimental data to run the diagnosis algorithm. From the results it was possible to infer that the observation system performance increases with the raising of the crack size, which can be explained by the model, that gets more accurate with bigger crack sizes, however, when the propagation of the crack is considered at the model, the diagnosis of the crack presence tends to be more difficult. It was also possible to conclude that the developed algorithm works properly for systems which excitation frequencies are higher than 20 Hz and different from the natural frequencies of the system, due to influence of dynamic response of the crack at the model. 展开更多
关键词 State observer CRACK cantilever beam.
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关于中成药片剂性状检验的体会
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作者 金淑芹 《首都医药》 1998年第10期18-19,共2页
中药片剂是由一种或多种药细粉或提取物与适宜的赋形剂混合,经加工压制而成的圆型或其他形状的分剂量剂型的固体制剂,按药物的性质、使用与储存的要求可分为糖衣片、薄膜衣片、肠溶衣片、素片等。 片剂具有剂量准确、应用方便等优点,这... 中药片剂是由一种或多种药细粉或提取物与适宜的赋形剂混合,经加工压制而成的圆型或其他形状的分剂量剂型的固体制剂,按药物的性质、使用与储存的要求可分为糖衣片、薄膜衣片、肠溶衣片、素片等。 片剂具有剂量准确、应用方便等优点,这是中药自50年代剂型改革的一个重要成果,目前已成为中成药的主要剂型之一。 展开更多
关键词 中成药 片剂 性状检测
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A consensus linkage map of common carp (Cyprinus carpio L.) to compare the distribution and variation of QTLs associated with growth traits 被引量:4
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作者 ZHENG XianHu KUANG YouYi +5 位作者 LV WeiHua CAO DingChen ZHANG XiaoFeng LI Chao LU CuiYun SUN XiaoWen 《Science China(Life Sciences)》 SCIE CAS 2013年第4期351-359,共9页
The ability to detect and identify quantitative trait loci (QTLs) in a single population is often limited. Analyzing multiple populations in QTL analysis improves the power of detecting QTLs and provides a better unde... The ability to detect and identify quantitative trait loci (QTLs) in a single population is often limited. Analyzing multiple populations in QTL analysis improves the power of detecting QTLs and provides a better understanding of their functional allelic variation and distribution. In this study, a consensus map of the common carp was constructed, based on four populations, to compare the distribution and variation of QTLs. The consensus map spans 2371.6 cM across the 42 linkage groups and comprises 257 microsatellites and 421 SNPs, with a mean marker interval of 3.7 cM/marker. Sixty-seven QTLs affecting four growth traits from the four populations were mapped to the consensus map. Only one QTL was common to three populations, and nine QTLs were detected in two populations. However, no QTL was common to all four populations. The results of the QTL comparison suggest that the QTLs are responsible for the phenotypic variability observed for these traits in a broad array of common carp germplasms. The study also reveals the different genetic performances between major and minor genes in different populations. 展开更多
关键词 common carp consensus map comparative QTL analysis growth-related traits
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Hyperconcentration Based on Projection Measurements
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作者 陈晓 曾志 李熙涵 《Communications in Theoretical Physics》 SCIE CAS CSCD 2014年第3期322-328,共7页
We propose an efficient hyperconcentration protocol for distilling maximally hyperentangled state from partially entangled pure state, resorting to the projection measurement on an auxiliary photon. In our scheme, two... We propose an efficient hyperconcentration protocol for distilling maximally hyperentangled state from partially entangled pure state, resorting to the projection measurement on an auxiliary photon. In our scheme, two photons simultaneously entangled in polarization states and spatial modes are considered. One party performs quantum nondemolition detections on his photon and an additional photon to produce three photon hyperentangled state, then he projects the assistant photon into an orthogonal basis composed of both the polarization and spatial degree of freedom.Then the state of the left two photons collapses into maximally hyperentangled state with a certain probability. In the rest cases, some less-entangled states are obtained, which can be used as resource for the next round concentration. By repeating the concentration process for several rounds, a higher success probability can be obtained, which makes our scheme useful in practical quantum information applications. 展开更多
关键词 entanglement concentration hyperentanglement POLARIZATION spatial modes
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