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生成对抗网络对OCT视网膜图像的超分辨率重建 被引量:9
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作者 柯舒婷 陈明惠 +5 位作者 郑泽希 袁媛 王腾 何龙喜 吕林杰 孙好 《中国激光》 EI CAS CSCD 北大核心 2022年第15期84-92,共9页
光学相干层析成像(OCT)的质量通常会受到固有散斑噪声和低采样率的影响。为了在短扫描时间内获得高信噪比和高分辨率的OCT图像,本文提出了一种改进的OCT图像超分辨率重建网络模型PPECA-SRGAN。该模型将生成对抗网络(GAN)作为基础结构,... 光学相干层析成像(OCT)的质量通常会受到固有散斑噪声和低采样率的影响。为了在短扫描时间内获得高信噪比和高分辨率的OCT图像,本文提出了一种改进的OCT图像超分辨率重建网络模型PPECA-SRGAN。该模型将生成对抗网络(GAN)作为基础结构,可以不依赖配对数据集进行训练。在该模型的生成器残差块之间添加了金字塔注意力模块PANet,同时在判别器中加入了本文新提出的PECA模块,使其更加注重捕捉图像细节,提升模型对图像边缘纹理的重建能力。将所提PPECA-SRGAN模型在OCT图像数据集上进行实验,得到的峰值信噪比和结构相似性指标的平均值较当前三种经典模型的平均值分别约提高了3.5%和5.6%。实验结果表明,所提模型在鲁棒性和OCT图像细节重建方面较经典模型有较大提升。 展开更多
关键词 生物光学 光学相干层析成像 超分辨率 生成对抗网络 无配对图像
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Effect of tempering temperature on the mechanical properties and microstructure of an copper-bearing low carbon bainitic steel 被引量:6
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作者 Aimin Guo Xinli Song +1 位作者 Jinquan Tang zexi yuan 《Journal of University of Science and Technology Beijing》 CSCD 2008年第1期38-42,共5页
The effect of tempering temperature on the microstructure and mechanical properties of ultra-high strength, copperbearing, low-carbon bainitic steel has been investigated in the experiment. The results showed that the... The effect of tempering temperature on the microstructure and mechanical properties of ultra-high strength, copperbearing, low-carbon bainitic steel has been investigated in the experiment. The results showed that the microstructure was mainly the laths of bainite in the as-quenched steel. The bainitic laths were restored and combined after the steel tempered at various tempera- tures. There were rnartensite/austenite (M/A) islands and numerous dislocations within and between the bainitic laths, while very t-me precipitates of ε-Cu were also observed within the laths. With increasing the tempered temperature from 400 to 600℃, the yield strength (YS) increased from 877 to 957 MPa, whereas the ultimate tensile strength (UTS) decreased from 1020 to 985 MPa. The Charpy V-notch (CVN) varied from 68.5 to 42 J, and the value was minimal for the steel tempered at 500℃. 2008 University of Science and Technology Beijing. All rights reserved. 展开更多
关键词 low carbon bainite copper-bearing steel PRECIPITATION mechanical properties
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Improved Removal Efficiency of Submicron Inclusions in Non-oriented Silicon Steel during RH Process 被引量:2
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作者 CHEN Tianying JIN Yan +3 位作者 CHENG Zhaoyang yuan zexi BI Yunjie LIU Jing 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2020年第6期1122-1127,共6页
To improve the removal efficiency of such submicron inclusions,we designed an argon blowing method for an RH facility based on mathematical simulations.The effect of the argon blowing on the liquid steel flow and the ... To improve the removal efficiency of such submicron inclusions,we designed an argon blowing method for an RH facility based on mathematical simulations.The effect of the argon blowing on the liquid steel flow and the movement of submicron inclusions was studied using the k-ε flow model coupled with the DPM model for inclusion movement based on fluid computational dynamics in FLUENT.It was found that a more uniform argon flow can be achieved in the up-leg snorkel with a new nozzle position and inner diameter,which resulted in a favorable up-lifting and mixing movement.The new design also increased the circulation rate of molten steel in the RH chamber.The increased turbulent kinetic energy and turbulent dispersing rate enhanced the collision probability of submicron inclusions,which results in an improved removal for 0.5-1 μm inclusions.The proposed RH facility could increase the removal rate of submicron inclusions from the original 57.1% to 66.4%,which improves the magnetic properties of non-oriented silicon steel. 展开更多
关键词 RH treatment argon blowing method model optimization submicron inclusions numerical simulation
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基于石墨烯-纳米氧化铈修饰电极测定海水基锌离子
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作者 曾泽樨 曲伟 +4 位作者 邱成军 庄远 王萍 吴雨轩 高家琪 《分析试验室》 EI CAS CSCD 北大核心 2024年第7期960-965,共6页
采用滴涂法制备了一种石墨烯/纳米氧化铈/Nafion修饰的玻碳电极(GR/CeO_(2)/Nafion/GCE),以循环伏安(CV)、方波阳极溶出伏安(SWASV)、正交试验等方法研究了Zn^(2+)在GR/CeO_(2)/Nafion/GCE上的电化学行为。在最优实验条件下,Zn^(2+)的... 采用滴涂法制备了一种石墨烯/纳米氧化铈/Nafion修饰的玻碳电极(GR/CeO_(2)/Nafion/GCE),以循环伏安(CV)、方波阳极溶出伏安(SWASV)、正交试验等方法研究了Zn^(2+)在GR/CeO_(2)/Nafion/GCE上的电化学行为。在最优实验条件下,Zn^(2+)的响应峰电流与Zn^(2+)浓度在5~800μg/L范围内呈良好的线性关系,相关系数为0.998,方法检出限为1.20μg/L。GR/CeO_(2)/Nafion/GCE具有良好的稳定性、重现性及抗干扰性,用于对海水中Zn^(2+)进行检测,加标回收率为94.2%~102.3%。 展开更多
关键词 石墨烯 方波阳极溶出伏安法 锌离子 氧化铈
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Effect of Phosphorus Grain Boundaries Segregation and Precipitations on Mechanical Properties for Ti-IF Steel after Recrystallization Annealing 被引量:3
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作者 Xinli Song zexi yuan +3 位作者 Juan Jia Di Wang Pinghe Li Zhaojun Deng 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2010年第9期793-797,共5页
The cold-rolled(75% reduction ratio) Ti-IF(interstitial-free) steels of 1 mm thickness were recrystallized by annealing at 810°C for different times.The microstructure,mechanical properties and phosphorus seg... The cold-rolled(75% reduction ratio) Ti-IF(interstitial-free) steels of 1 mm thickness were recrystallized by annealing at 810°C for different times.The microstructure,mechanical properties and phosphorus segregation at grain boundary were investigated by means of optical microscopy(OM),tensile testing and field emission transmission electron microscopy(FE-TEM).It was observed that recrystallization was completed after annealing at 810°C for 180 s.The yield strength and tensile strength decreased as annealing time increased.The FE-TEM observation showed that after the annealing treatment,the grain boundary was broadened and the dislocations with higher density of phosphorus atoms and phosphide at grain boundaries became evident.The amount of phosphorus segregated at grain boundaries increased with annealing time. 展开更多
关键词 IF(interstitial-free) steel SEGREGATION Mechanical properties Recrystallization annealing
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聚氨酯夹芯板发泡缺陷电磁超声导波快速检测 被引量:3
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作者 屠泽熹 涂君 +2 位作者 袁宁 张旭 宋小春 《仪器仪表学报》 EI CAS CSCD 北大核心 2021年第5期270-279,共10页
聚氨酯夹芯板在生产中因发泡不均容易在聚氨酯泡沫层形成空洞型缺陷,直接影响其保温效果,为此提出了一种从金属板外侧实施的电磁超声SH导波检测的快速检测方法。通过理论分析、解析推导、仿真计算和试验验证,建立了聚氨酯夹芯板中的SH... 聚氨酯夹芯板在生产中因发泡不均容易在聚氨酯泡沫层形成空洞型缺陷,直接影响其保温效果,为此提出了一种从金属板外侧实施的电磁超声SH导波检测的快速检测方法。通过理论分析、解析推导、仿真计算和试验验证,建立了聚氨酯夹芯板中的SH导波透反射比系数与激励参数之间的关系,结果表明,当磁铁间距为4.5 mm时,控制SH0导波入射角度为75°,能够得到最佳的检测效果。同时也进一步验证了SH0导波接收信号幅值与缺陷面积、缺陷深度均基本上呈线性关系。在此基础上,提出了一种可应用于实际检测的缺陷当量大小评价方法。通过评价公式进行修正,可消除因收、发探头之间距离变化引起的缺陷信号评价波动问题,这对于后期实现缺陷定位具有较好的指导作用。 展开更多
关键词 电磁超声 SH导波 聚氨酯夹芯板 透反射系数
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水稻穗粒数遗传基础研究进展 被引量:2
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作者 郭泽西 马海燕 +1 位作者 马亚飞 袁雪 《天津农业科学》 CAS 2017年第7期94-98,共5页
大穗是水稻高产品种选育的主攻方向,介绍了水稻穗粒数及相关性状的遗传基础,综述了穗粒数QTL的定位和功能分析,最后指出了穗粒数遗传基础研究中的问题并展望了今后穗粒数研究方向。
关键词 穗粒数 QTL 遗传基础
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