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一种基于视频的快速图像MOSAICS算法
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作者 解凯 郭恒业 张田文 《计算机工程与应用》 CSCD 北大核心 2002年第6期23-25,共3页
在制作基于视频序列的图像Mosaics时,传统方法都需要将连续相邻帧(偏差小的图像)进行图像整合变换的优化求解。该方法运算量大,速度慢。文章提出一种分步优化求解该变换方法,即渐近复杂模型。它可对偏差较大帧进行自动求解,可大大加速图... 在制作基于视频序列的图像Mosaics时,传统方法都需要将连续相邻帧(偏差小的图像)进行图像整合变换的优化求解。该方法运算量大,速度慢。文章提出一种分步优化求解该变换方法,即渐近复杂模型。它可对偏差较大帧进行自动求解,可大大加速图像Mosaics的制作速度,对快速实时建立图像Mosaics有重大意义。 展开更多
关键词 虚拟现实 视频序列 图像匹配 mosaics算法 图像处理 计算机
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Web-based interactive visualization of 3D video mosaics using X3D standard 被引量:2
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作者 CHON Jaechoon LEE Yang-Won SHIBASAKI Ryosuke 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第7期1259-1265,共7页
We present a method of 3D image mosaicing for real 3D representation of roadside buildings, and implement a Web-based interactive visualization environment for the 3D video mosaics created by 3D image mosaicing. The 3... We present a method of 3D image mosaicing for real 3D representation of roadside buildings, and implement a Web-based interactive visualization environment for the 3D video mosaics created by 3D image mosaicing. The 3D image mo- saicing technique developed in our previous work is a very powerful method for creating textured 3D-GIS data without excessive data processing like the laser or stereo system. For the Web-based open access to the 3D video mosaics, we build an interactive visualization environment using X3D, the emerging standard of Web 3D. We conduct the data preprocessing for 3D video mosaics and the X3D modeling for textured 3D data. The data preprocessing includes the conversion of each frame of 3D video mosaics into concatenated image files that can be hyperlinked on the Web. The X3D modeling handles the representation of concatenated images using necessary X3D nodes. By employing X3D as the data format for 3D image mosaics, the real 3D representation of roadside buildings is extended to the Web and mobile service systems. 展开更多
关键词 3D video mosaics Interactive 3D visualization Web 3D
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Crumbs proteins stabilize the cone mosaics of photoreceptors and improve vision in zebrafish
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作者 Qinlong Hao Mingjie Zheng +10 位作者 Kechao Weng Yumei Hao Yao Zhou Yuchen Lin Feng Gao Ziqi Kou Shoji Kawamura Ke Yao Pinglong Xu Jinghai Chen Jian Zou 《Journal of Genetics and Genomics》 SCIE CAS CSCD 2021年第1期52-62,共11页
Although the unique organization of vertebrate cone mosaics was first described long ago,both their underlying molecular basis and physiological significance are largely unknown.Here,we demonstrate that Crumbs protein... Although the unique organization of vertebrate cone mosaics was first described long ago,both their underlying molecular basis and physiological significance are largely unknown.Here,we demonstrate that Crumbs proteins,the key regulators of epithelial apical polarity,establish the planar cellular polarity of photoreceptors in zebrafish.Via heterophilic Crb2a-Crb2b interactions,the apicobasal polarity protein Crb2b restricts the asymmetric planar distribution of Crb2a in photoreceptors.The planar polarized Crumbs proteins thus balance intercellular adhesions and tension between photoreceptors,thereby stabilizing the geometric organization of cone mosaics.Notably,loss of Crb2b in zebrafish induces a nearsightedness-like phenotype in zebrafish accompanied by an elongated eye axis and impairs zebrafish visual perception for predation.These data reveal a detailed mechanism for cone mosaic homeostasis via previously undiscovered apical-planar polarity coordination and propose a pathogenic mechanism for nearsightedness. 展开更多
关键词 Crumbs proteins Apical polarity Planar cellular polarity Cone mosaics Nearsightedness Visual perception
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基于层次化显微特征建模与仿真的缺陷检测方法
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作者 邹静 谭谞 +2 位作者 毛俊佶 高海东 谭建荣 《系统仿真学报》 北大核心 2026年第1期1-13,共13页
为解决显微图像中小尺寸、低对比度及复杂背景下的缺陷检测难题,提出一种基于层次化显微特征建模与仿真的缺陷检测技术。该方法以RT-DETR(real-time detection transformer)框架为基础,构建HM-RTDETR(hierarchical microscopic RT-DETR... 为解决显微图像中小尺寸、低对比度及复杂背景下的缺陷检测难题,提出一种基于层次化显微特征建模与仿真的缺陷检测技术。该方法以RT-DETR(real-time detection transformer)框架为基础,构建HM-RTDETR(hierarchical microscopic RT-DETR)模型,在保持Transformer全局特征建模能力的基础上,引入高密度一对一Mosaic(Dense O2O-Mosaic)仿真增强以提升小样本监督密度,设计深度可分离卷积(depthwise separable convolution,DWConv)局部细节增强模块强化显微纹理特征提取能力,并采用可学习上采样模块(PatchExpand)实现空间语义重建,从而增强模型对微小缺陷的辨识能力。进一步构建DWConv与PatchExpand的协同融合结构,实现多尺度特征自适应整合与轻量化优化。实验结果表明,所提模型在两组离线增强机制下均保持优势:HM-RTDETR的mAP0.5-0.95在设置I与设置II下分别达到57.8%与70.4%,较对应基线分别提升18.9%和21.6%。在精度与实时性之间实现良好平衡,为金相显微组织自动检测提供了一种高效、可推广的解决方案。 展开更多
关键词 显微缺陷检测 RT-DETR Mosaic数据增强 DWConv PatchExpand 轻量化网络
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Study of Methods for Three-Dimensional Multiple-Radar Reflectivity Mosaics 被引量:5
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作者 肖艳姣 刘黎平 石燕 《Acta meteorologica Sinica》 SCIE 2008年第3期351-361,共11页
This paper investigated several approaches to remapping and combining multiple-radar reflectivity fields onto a unified 3D Cartesian grid with high spatial and temporal resolutions, and analyzed systematic observation... This paper investigated several approaches to remapping and combining multiple-radar reflectivity fields onto a unified 3D Cartesian grid with high spatial and temporal resolutions, and analyzed systematic observation differences among multiple radars. The remapping approaches were evaluated by inspecting the spatial consistency of the reflectivity fields on vertical and horizontal cross sections on the equidistant line of radars, and the intensity change of 1-h accumulated precipitation before and after interpolation. The combining approaches were evaluated by continuity examination. The results show that for remapping schemes, the vertical interpolation with nearest neighbor on the range-azimuth plane is the most reasonable scheme that provides consecutive reflectivity fields and retains the high-resolution structure comparable to that of the raw data; for multiple-radar data mosaics, the distance-exponential-weighted mean scheme provides spatially consistent reflectivity mosaics. The mosaics can mitigate various problems caused by the radar beam geometry such as the cone of silence. 展开更多
关键词 REFLECTIVITY 3D multiple-radar mosaics interpolation method
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基于改进YOLOv5m的水电厂工器具识别系统研究
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作者 陈铁华 吴广新 +3 位作者 许明 何锫 邹颜泽 袁敬懿 《水力发电》 2026年第2期91-101,共11页
为解决水电厂工器具领存取时需要对工器具快速准确识别,同时防止工器具错借、漏借的问题,建立了一个工器具数据集Tool-Data,提出了一种基于改进YOLOv5m的轻量化水电厂工器具检测算法。该算法采用MobileNetV3作为特征提取网络,将原始网... 为解决水电厂工器具领存取时需要对工器具快速准确识别,同时防止工器具错借、漏借的问题,建立了一个工器具数据集Tool-Data,提出了一种基于改进YOLOv5m的轻量化水电厂工器具检测算法。该算法采用MobileNetV3作为特征提取网络,将原始网络中的卷积模块替换为经过优化的跨阶段深度可分离卷积模块,以降低网络的参数量和计算量。同时,引入SE注意力机制,提高模型对小型及中型目标的识别精度。此外,基于K-means聚类算法对锚框尺寸进行了模型优化,并对Mosaic数据增强技术进行了改进。采用DIOU_NMS算法,提升了过滤边界框的准确性,减少了小目标的漏检情况。试验结果表明,改进后的YOLOv5m轻量化模型在工器具检测数据集上精确率、召回率、平均精度值分别达到90.5%、89.28%和93.38%,较原YOLOv5m分别提高了0.55、18.24和10.94个百分点,能够满足复杂条件下工器具领存取识别的高效率和高精度要求。 展开更多
关键词 工器具 YOLOv5m SE注意力机制 K-MEANS算法 轻量化网络 Mosaic数据增强
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基于外壳蛋白基因的广西西番莲夜来香花叶病毒的遗传多样性分析
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作者 张莉娟 林垠孚 +4 位作者 陆覃昱 莫干辉 单彬 苏文潘 吴凤 《中国南方果树》 北大核心 2025年第5期100-106,共7页
为明确夜来香花叶病毒(Telosma mosaic virus,TeMV)在广西地区的发生情况和群体遗传特征,对采集自广西13个市西番莲种植基地的187份疑似感病的西番莲样品进行RT-PCR检测,并选取来自不同产区样品的外壳蛋白(coat protein, CP)基因进行克... 为明确夜来香花叶病毒(Telosma mosaic virus,TeMV)在广西地区的发生情况和群体遗传特征,对采集自广西13个市西番莲种植基地的187份疑似感病的西番莲样品进行RT-PCR检测,并选取来自不同产区样品的外壳蛋白(coat protein, CP)基因进行克隆和测序,分析其系统发育、遗传进化、种群结构等特征。结果表明,187份样品中162份检出TeMV,检出率为86.6%,获得22个TeMV CP基因序列(GenBank登录号OR786355~OR786369,PP544171~PP544177)。相似性结果表明,22份西番莲TeMV分离物CP基因的核苷酸序列一致性为94.7%~100%,氨基酸序列一致性为95.7%~100%。结合GenBank下载的19条序列的系统发育分析表明,41条序列分为3个大分支,广西西番莲TeMV分离物属于I组;不同国家或地区来源的分离物相互分离,且相同寄主来源的分离物亲缘关系最近。西番莲TeMV分离物CP基因序列无重组现象,进化的主要驱动力是负选择压力。不同群组间的遗传分化显著,基因交流频率低,易发生遗传漂变,群体处于扩张趋势。本研究是针对广西地区西番莲上TeMV遗传变异的首次报道,为广西西番莲TeMV防控提供参考。 展开更多
关键词 广西 西番莲 夜来香花叶病毒(Telosma mosaic virus TeMV) TeMV CP基因 遗传多样性 遗传变异
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金刚石Mosaic拼接的研究进展
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作者 梁凯 满卫东 +3 位作者 贾元波 范冰庆 付萍 赵洪阳 《天津化工》 2025年第2期7-10,共4页
单晶金刚石因其优异的光学、热学、电化学、化学和电子性能而备受关注,成为国家重点发展的新材料之一。英寸级单晶金刚石在工业领域有着“终极半导体”的美誉。因此,对英寸级单晶金刚石的研究已成为国内外的关注热点。目前,制备出英寸... 单晶金刚石因其优异的光学、热学、电化学、化学和电子性能而备受关注,成为国家重点发展的新材料之一。英寸级单晶金刚石在工业领域有着“终极半导体”的美誉。因此,对英寸级单晶金刚石的研究已成为国内外的关注热点。目前,制备出英寸级单晶金刚石主要有两种方法:一种是Mosaic拼接单晶金刚石,另一种是异质外延英寸级单晶金刚石。尽管国内已有相关研发报道,但批量制备生产技术还不成熟。本文主要从Mosaic拼接英寸级单晶金刚石的工艺进行论述,内容涵盖Mosaic拼接同质外延金刚石的原理、国内外研究进展、Mosaic拼接金刚石籽晶的准备、接缝处存在的问题与研究,以及Mosaic拼接单晶金刚石的分片处理等方面。本文旨在为Mosaic制备大尺寸单晶金刚石的工艺、生长条件、研究现状以及存在的问题提供潜在的解决方案。 展开更多
关键词 Mosaic拼接 金刚石 大尺寸 微波化学气相沉积
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基于数据增强和注意力机制的输电线异物检测算法的研究 被引量:1
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作者 齐国营 高彦飞 +1 位作者 李剑武 吴永华 《微型电脑应用》 2025年第2期55-60,共6页
输电线异物检测模型的训练数据集存在种类多和数据少的特点,而现有的方法在深度网络特征学习过程中存在细节特征丢失的情况,对此,提出了使用数据增强和增加注意力机制的单框多次检测器(SSD)框架对输电线异物进行检测。对采集的输电线异... 输电线异物检测模型的训练数据集存在种类多和数据少的特点,而现有的方法在深度网络特征学习过程中存在细节特征丢失的情况,对此,提出了使用数据增强和增加注意力机制的单框多次检测器(SSD)框架对输电线异物进行检测。对采集的输电线异物图像进行预处理,主要包括对图像的颗粒噪声进行高斯去噪,然后进行直方图均衡化;使用Mosaic方式对输电线异物检测模型的训练数据集进行扩充,提高异物检测模型的鲁棒性和泛化能力;将注意力机制挤压—激励(SE)网络模块引入SSD检测框架,能够高效地学习不同Channel之间的特征,并进行特征融合,从而能够快速和精准提取关键的特征信息。试验结果表明,基于数据增强和注意力机制的输电线异物检测算法能够对输电线异物进行更加准确的检测,所提算法相较于Faster RCNN、SSD和YOLOv3检测算法提高了5个百分点、3个百分点和6个百分点,模型平均检测速度减小了0.021 s、0.007 s和0.003 s。 展开更多
关键词 输电线异物检测 Mosaic数据增强 SSD目标检测 注意力机制 SE网络
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High-efficiency γ-aminobutyric acid nano-formulation for turnip mosaic virus:excellent adhesion performance and amplified plant defensive responses
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作者 Chao Zhang Jingyi Chen +5 位作者 Yubo Wen Yichao Liu Xuan Li Shuo Yan Jianjun Zhao Jun Li 《Horticultural Plant Journal》 2025年第6期2285-2288,共4页
Chinese cabbage(Brassica rapa subsp.pekinensis)is a widely cultivated vegetable crop in Asia with significant economic importance(Li et al.,2024;Yu et al.,2024).As a potyvirus with the broad host range,turnip mosaic v... Chinese cabbage(Brassica rapa subsp.pekinensis)is a widely cultivated vegetable crop in Asia with significant economic importance(Li et al.,2024;Yu et al.,2024).As a potyvirus with the broad host range,turnip mosaic virus(TuMV)is a major pathogen affecting Chinese cabbages,leading to severe yield losses(Li et al.,2019).Traditional control measures have shown limited efficacy,and the long-term use of chemical pesticides has led to significant issues such as environmental pollution and pathogen resistance(Samara et al.,2021;Lu et al.,2022).Biologicallyderived pesticides have garnered considerable attention owing to their eco-friendly attributes(Ayilara et al.,2023).γ-Aminobutyric acid(GABA),initially discovered in potato tubers,has been proven to regulate immune responses and enhance resistance to fungal and bacterial pathogens by modulating reactive oxygen species and stress-related hormone signals(Tarkowski et al.,2020;Wang et al.,2025).But biologically-derived agents typically face challenges such as large particle size and instability,which limit their practical application and bioavailability(Daraban et al.,2023). 展开更多
关键词 turnip mosaic virus chemical pesticides mosaic virus tumv control measures aminobutyric acid environmental pollution high efficiency nano formulation
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Timing of assisted hatching affects the mosaicism rate in embryos
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作者 Hoang Minh Ngan Tran Thi Thuy +2 位作者 Tran Quang Anh Nguyen Dinh Tao Nguyen Hong Phuc 《Asian pacific Journal of Reproduction》 2025年第5期239-240,共2页
Assisted hatching(AH)is commonly performed before trophectoderm(TE)biopsy for preimplantation genetic testing for aneuploidy(PGT-A),yet whether AH timing influences the detection of chromosomal mosaicism remains uncer... Assisted hatching(AH)is commonly performed before trophectoderm(TE)biopsy for preimplantation genetic testing for aneuploidy(PGT-A),yet whether AH timing influences the detection of chromosomal mosaicism remains uncertain.Beyond timing,procedural choices in PGT-A must balance diagnostic yield against potential harm from additional handling(e.g.,repeat TE biopsy or cryopreservation steps),as underscored by a recent systematic review and meta-analysis[1]. 展开更多
关键词 preimplantation genetic testing MOSAICISM assisted hatching ah assisted hatching trophectoderm biopsy detection chromosomal mosaicism TIMING ANEUPLOIDY
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Traditional Medicine,Modern Treatment
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作者 ZHOU LIN 《China Today》 2025年第8期50-53,共4页
China and Nepal deepen cooperation to promote traditional medicine across the Himalayan region.THE Himalayan region features a rich mosaic of cultures that are distinct yet deeply intertwined.Traditional medicine,a co... China and Nepal deepen cooperation to promote traditional medicine across the Himalayan region.THE Himalayan region features a rich mosaic of cultures that are distinct yet deeply intertwined.Traditional medicine,a common treasure of human civilization,has deep roots in this region. 展开更多
关键词 human civilization Nepal cultural mosaic COOPERATION traditional medicine China Himalayan region
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Field Screening and Evaluation of the Varietal Performance of Jute and Allied Fiber Crops against Viral and Nemic Disease and Their Impact on Yield
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作者 Fatema Begum Kamrur Rashid Farhan Hossain Fahim 《American Journal of Plant Sciences》 2025年第1期76-87,共12页
Jute is the golden fiber crop of Bangladesh. Viral and Nemic diseases are the major threats to fiber crops, and the fiber yield decreases drastically as the disease infection increases. An experiment was conducted to ... Jute is the golden fiber crop of Bangladesh. Viral and Nemic diseases are the major threats to fiber crops, and the fiber yield decreases drastically as the disease infection increases. An experiment was conducted to screen and evaluate ten Jute and allied fiber varieties i.e. BJRI Kenaf-4, BJRI Kenaf-3, HS-95 (Kenaf), HS-24 (Mesta pat), HC-2 (Kenaf), BJRI Deshi pat-8, BJRI Deshi pat-7, BJRI Deshi pat-5, BJRI Deshi pat-6 and CVL-1 against mosaic virus and root-knot nematode disease. It was done in RCBD design with three replications at Sher-e-Bangla Agricultural University (SAU) central farm, Dhaka-1207, from June 2018 to March 2019. In the case of viral infection, variety 4 (HS-24 (Mesta pat)) showed maximum virus incidence (23.11%), whereas variety 2 (BJRI Kenaf-3) had no virus evidence. The most susceptible nematode-infected variety was found in varieties 5 (HC-2 (Kenaf)) and 9 (BJRI Deshi pat-6), which showed 80% incidence, whereas variety 2 (BJRI Kenaf-3) was highly resistance. The growth and yield results showed a significant (0.05%) reduction of plant height (cm) and fiber weight (t/ha) with an increase in the percentage of virus and nematode incidence against all varieties. The highest fiber weight (1.47 t/ha) and the lowest viral (0%) and nemic infection (0%) were found in variety 2 (BJRI Kenaf-3), which showed better performance compared to other varieties. These results revealed that variety 2 (BJRI Kenaf-3) had the best variety in the present study. 展开更多
关键词 Mosaic Virus Nemic Disease Meloidogyne javanica Bemisia tabaci JUTE Allied Fiber
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Gma-miR398c/d negatively regulates soybean resistance to Soybean mosaic virus by targeting SOD family genes
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作者 Bowen Li Liqun Wang +9 位作者 Xueyan Qian Hui Liu Tongtong Jin Jinlong Yin Ting Hu Mengzhuo Liu Dongquan Guo Kai Li Junyi Gai Haijian Zhi 《The Crop Journal》 2025年第5期1490-1502,共13页
Soybean mosaic virus(SMV)poses a substantial threat to the yield and quality of soybean(Glycine max(L.)Merr.),leading to significant economic losses in soybean production.However,the mining of SMVresistance loci and t... Soybean mosaic virus(SMV)poses a substantial threat to the yield and quality of soybean(Glycine max(L.)Merr.),leading to significant economic losses in soybean production.However,the mining of SMVresistance loci and the exploration of the underlying disease resistance mechanisms remain relatively limited.MicroRNAs(miRNAs)are a class of post-transcriptional regulators that play a pivotal role in modulating plant growth,development and responding to various stresses.In this study,we demonstrated the function of the “miR398c/d-GmCSDs”module between soybean resistant and susceptible varieties,focusing on its differential regulatory roles in SMV infection.Specifically,SMV infection downregulated gma-miR398c/d expression in the resistant variety(Qihuang 1,QH),while upregulated them in the susceptible variety(Nannong 1138-2,NN).Transient expression assay in N.benthamiana confirmed that gma-miR398c/d can target six superoxide dismutase(SOD)family genes,which responded to SMV infection in both varieties.Stable overexpression of Gma-MIR398c/d in soybean or inhibition of the corresponding target genes’expression via Bean pod mottle virus(BPMV)-induced gene silencing(VIGS)led to reduced H_(2)O_(2)content and thereby promoted SMV infection.Conversely,plants overexpressing the target genes exhibited the opposite phenotypes.The functions of gma-miR398c/d and their target genes were further validated in N.benthamiana through transient co-expression with SMV infectious clone(pSC7-GFP),indicating that gma-miR398c/d negatively regulated soybean resistance to SMV,while the target genes positively contributed to disease resistance.Collectively,our findings provide novel insights into the regulatory mechanisms underlying soybean resistance to SMV. 展开更多
关键词 SOYBEAN Soybean mosaic virus MiR398 Target gene Reactive oxygen species
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Spatiotemporal variations of sea ice kinematics in the Transpolar Drift of the Arctic Ocean in 2019/2020 derived from buoy measurements during MOSAiC
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作者 LIU Minghao LEI Ruibo +1 位作者 LI Na CHENG Xuhua 《Advances in Polar Science》 2025年第2期137-151,共15页
Using nine ice-tethered buoys deployed across the marginal ice zone(MIZ)and pack ice zone(PIZ)north of the Laptev Sea during the expedition of the Multidisciplinary drifting Observatory for the Study of Arctic Climate... Using nine ice-tethered buoys deployed across the marginal ice zone(MIZ)and pack ice zone(PIZ)north of the Laptev Sea during the expedition of the Multidisciplinary drifting Observatory for the Study of Arctic Climate(MOSAiC)in 2019-2020,we characterized the spatiotemporal variations in sea ice kinematics and deformation between October 2019 and July 2020 in the Transpolar Drift(TPD).From October to November,the buoys were in the upstream area of the TPD;spatial variations of deformation rates were significantly correlated with initial ice thickness(R=−0.84,P<0.05).From December 2019 to March 2020,the buoys were in the high Arctic and the ice cover was consolidated;heterogeneity in ice kinematics as measured across the buoys reduced by 65%.From April to May 2020,the buoys were in the downstream TPD;amplified spatial variations in ice kinematics were observed.This is because two buoys had drifted over the shallow waters north of Svalbard earlier;trajectory-stretching exponents derived from the data from these two buoys indicate deformation rates(10.6 d^(−1))that were about twice those in the deep basin(4.2 d^(−1)).By June 2020,a less consolidated ice pack and enhanced tidal forcing in the Fram Strait MIZ resulted in ice deformation with a semi-diurnal power spectral density of>0.25 d^(−1),which is about 1.5 times that in PIZ.Therefore,in both the upstream and downstream regions of the TPD,the transition between the MIZ and the PIZ contributes to the spatial and seasonal variations of sea ice motion and deformation.The results from this study can be used to support the characterization of the momentum balance and influencing factors during the ice advection along the TPD,which is a crucial corridor for Arctic sea ice outflow to the north Atlantic Ocean. 展开更多
关键词 sea ice motion sea ice deformation Arctic Ocean buoy measurements MOSAIC
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基于YOLOv5的婴儿睡姿识别
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作者 巢梓涵 黄小杰 +2 位作者 黄明 韩振华 巢渊 《物联网技术》 2025年第2期45-49,共5页
针对婴儿不正确睡眠姿势对婴儿身体健康的危害,提出了基于YOLOv5的睡姿识别方法。利用YOLOv5的Mosaic数据增强和自适应图片缩放技术处理图片的局部和全局信息,使模型拥有更好的泛化能力。在卷积模块中引入CSP结构,解决推理过程中计算量... 针对婴儿不正确睡眠姿势对婴儿身体健康的危害,提出了基于YOLOv5的睡姿识别方法。利用YOLOv5的Mosaic数据增强和自适应图片缩放技术处理图片的局部和全局信息,使模型拥有更好的泛化能力。在卷积模块中引入CSP结构,解决推理过程中计算量大的问题,提升检测模型的准确度,并使用坐标损失、目标置信度损失和分类损失来更新梯度损失,进一步提高识别精度。实验结果表明,该模型可高效检测、识别多种婴儿睡姿,精度高达99%,具有较为广阔的应用前景。 展开更多
关键词 YOLOv5 图像识别 婴儿睡姿 智能看护 Mosaic数据增强 深度学习
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Non-Hermitian mosaic Aubry-Andre-Harper model
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作者 Yingshixiang Wang Dongze Song Xu Xia 《Chinese Physics B》 2025年第9期2-8,共7页
We focus on a modified version of the non-Hermitian Aubry-Andre-Harper(AAH)model,which has garnered significant attention due to its ability to investigate localization phenomena,metal-insulator transitions,and topolo... We focus on a modified version of the non-Hermitian Aubry-Andre-Harper(AAH)model,which has garnered significant attention due to its ability to investigate localization phenomena,metal-insulator transitions,and topological phase transitions.We have made two key modifications to the non-Hermitian AAH model:First,we introduce a mosaic structure that allows for the mixing of localized and extended states,resulting in the appearance of mobility edges,which is a feature that is not present in the original non-Hermitian AAH model.In the insulating phase,leveraging Fields Medal winner Avila's global theory,our work derives a theoretical description of the localization length,a crucial parameter previously unavailable in the non-Hermitian AAH model,and obtains the exact expression for mobility edges.We studied the variation of the energy spectrum with the amplitude and quantitatively determined the topological phase transition point within the spectrum.Furthermore,we introduced an asymmetric parameter g and calculated its corresponding localization length,the location of mobility edges,as well as the precise expressions for its extended and localized states.By quantitatively calculating the Lyapunov exponent of dual models,our work reveals an interesting fact about the robustness of localized states:within an appropriate relationship between g and the coupling potential strength,the localized states exhibit similar characteristics to those in the mosaic non-Hermitian AAH model.Our work offers a more complete and nuanced understanding of localization phenomena in disordered non-Hermitian systems,paving the way for further research in this promising field. 展开更多
关键词 disordered non-Hermitian systems mosaic structure mobility edge
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基于YOLOv5深度学习的光伏电场异物入侵识别预警研究
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作者 甄志广 孙佟萌 +3 位作者 张晗 赵小龙 王亚娟 李志 《电力设备管理》 2025年第6期110-112,共3页
本文基于YOLOv5深度学习模型对光伏电场异物入侵进行识别和预警,通过卷积神经网络、数据增强、特征融合等技术,构建了识别异物的入侵检测的高效模型。实验结果表明,该模型能准确检测光伏电场内的异物入侵,对进入警戒区域物体的检测准确... 本文基于YOLOv5深度学习模型对光伏电场异物入侵进行识别和预警,通过卷积神经网络、数据增强、特征融合等技术,构建了识别异物的入侵检测的高效模型。实验结果表明,该模型能准确检测光伏电场内的异物入侵,对进入警戒区域物体的检测准确率达98%,长时间停留物体检测准确率为91.7%,有效降低维护成本、提高运行效率,并保障电力系统稳定。 展开更多
关键词 YOLOv5 卷积神经网络(CNN) Deep Sort 深度学习 Mosaic数据增强技术
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不同抗性玉米品种接种甘蔗花叶病毒(SCMV)后4种防御酶活性变化研究 被引量:15
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作者 孙红炜 路兴波 +3 位作者 杨崇良 尚佑芬 赵玖华 王升吉 《植物病理学报》 CAS CSCD 北大核心 2006年第2期181-184,共4页
关键词 甘蔗花叶病毒 活性变化 玉米品种 防御酶 玉米矮花叶病 植物抗病性 接种 抗性 mosaic virus
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小西葫芦黄花叶病毒山东南瓜分离物的分子特性 被引量:12
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作者 刘金亮 邵云华 +4 位作者 张广民 竺晓平 杨广玲 时呈奎 李向东 《植物病理学报》 CAS CSCD 北大核心 2009年第5期544-548,共5页
Zucchini yellow mosaic virus(ZYMV) was detected by RT-PCR from pumpkin(Cucurbita moschata) plant showing yellowing and mosaic symptom from Liaocheng,Shandong Province.The 3′-termial 1 684 bp genomic sequence covered ... Zucchini yellow mosaic virus(ZYMV) was detected by RT-PCR from pumpkin(Cucurbita moschata) plant showing yellowing and mosaic symptom from Liaocheng,Shandong Province.The 3′-termial 1 684 bp genomic sequence covered 633 bp of NIb encoding sequence,840 bp of cp gene and 211 bp of 3′-untranslated region of the isolate ZYMV-Liaocheng was determined.The cp gene of ZYMV-Liaocheng shared identities of 81.4%-98.8% and 89.4%-99.5% at nucleotide and amino acid levels,respectively,with other ZYMV sequences available in the GenBank.Phylogenetic analysis indicated that ZYMV could be clustered to 6 genotypes.ZYMV-Liaocheng belonged to genotype I,which contained isolates from Asia,Europe and America.Genotypes III and V were unique and contained only isolates from East Asia.The isolates from East Asia had the highest variability. 展开更多
关键词 小西葫芦黄花叶病毒 分离物 分子特性 葫芦科作物 南瓜 山东 MOSAIC ZYMV
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