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基于Visual MODFLOW的若尔盖泥炭湿地小流域地下水运动与排水过程研究
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作者 刘紫萱 李志威 +2 位作者 鲁瀚友 黄草 田世民 《水利水电科技进展》 北大核心 2025年第3期16-22,共7页
为揭示泥炭湿地地下水运动规律,以若尔盖黑河上游典型泥炭湿地小流域为例,基于Visual MODFLOW分区域构建了小流域内溯源侵蚀沟道沿程地下水运动的数值模型,模拟了不同沟道形态下的地下水动态变化特征。结果表明:泥炭湿地地下水运动受降... 为揭示泥炭湿地地下水运动规律,以若尔盖黑河上游典型泥炭湿地小流域为例,基于Visual MODFLOW分区域构建了小流域内溯源侵蚀沟道沿程地下水运动的数值模型,模拟了不同沟道形态下的地下水动态变化特征。结果表明:泥炭湿地地下水运动受降水、沟道、地形因素的共同影响;降水量增加会加速地下水向沟道运动,泥炭湿地达到饱和后运动速度达到最大,降水作用减弱;沟道深度增加会提高地下水排出速度,扩大疏干带范围,沟道发育至切穿泥炭层后排水能力是未切穿泥炭层时的3.21倍;地下水水力梯度与地形坡度之间存在显著的线性关系。 展开更多
关键词 地下水运动 泥炭湿地 沟道下切 visual MODFLOW
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基于Visual Studio的风电法兰均布螺栓孔CAM系统开发与应用 被引量:1
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作者 夏静文 《南方农机》 2025年第6期126-129,共4页
【目的】针对风电法兰分类细、规格多、直径大、孔数多,导致多孔加工坐标计算量大、输入效率低,且极坐标、旋转坐标及宏程序、二次开发等加工方案难以满足法兰生产企业实际生产需求的问题,提出一种高效解决方案。【方法】基于Visual Stu... 【目的】针对风电法兰分类细、规格多、直径大、孔数多,导致多孔加工坐标计算量大、输入效率低,且极坐标、旋转坐标及宏程序、二次开发等加工方案难以满足法兰生产企业实际生产需求的问题,提出一种高效解决方案。【方法】基于Visual Studio 2022开发平台,开发了一款高效实用、能灵活快速生成螺栓孔加工程序的专用CAM系统。该系统应用了模块化设计思路,把零件信息、加工参数等按相应模块独立处理,有利于系统根据法兰设计标准的变化而及时调整,自动生成不同规格的风电法兰螺栓孔加工程序。【结果】所开发的风电法兰螺栓孔加工CAM系统,实现了多孔加工程序的快速自动生成,显著降低了数控编程员的劳动强度,提高了法兰孔加工生产效率。【结论】未来可进一步对AutoCAD、NX平台进行二次开发,借助平台强大的二维三维图形设计基础,开发基于法兰零件的集设计制造为一体的中小型CAD/CAM系统,以满足企业不断发展的生产管理需求。 展开更多
关键词 风电法兰 螺栓孔 数控加工 CAM visual Studio
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基于Visualization Toolkit的脑模型三维重建方法研究 被引量:18
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作者 魏娜 王珏 刘明宇 《中国康复理论与实践》 CSCD 2005年第3期167-169,共3页
目的利用可视化工具包VisualizationToolkit(VTK)结合VC++实现医学图像三维可视化。方法基于头部CT测量数据,采用MarchingCubes算法和Raycasting算法重建出头模型的表皮和颅骨。结果和结论VTK使用灵活,功能强大,利用它进行图像重建,具... 目的利用可视化工具包VisualizationToolkit(VTK)结合VC++实现医学图像三维可视化。方法基于头部CT测量数据,采用MarchingCubes算法和Raycasting算法重建出头模型的表皮和颅骨。结果和结论VTK使用灵活,功能强大,利用它进行图像重建,具有重建步骤简单、效果好、速度快、交互能力强等优点,可以被广泛应用于医学图像的重建中。 展开更多
关键词 可视化工具包(VTK) 三维重建 医学图像
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Interactive multigraph visualization and exploration with a two-phase strategy 被引量:1
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作者 Huaquan Hu Lingda Wu +1 位作者 Chao Yang Hanchen Song 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第5期886-894,共9页
While it is very reasonable to use a multigraph consisting of multiple edges between vertices to represent various relationships, the multigraph has not drawn much attention in research. To visualize such a multigraph... While it is very reasonable to use a multigraph consisting of multiple edges between vertices to represent various relationships, the multigraph has not drawn much attention in research. To visualize such a multigraph, a clear layout representing a global structure is of great importance, and interactive visual analysis which allows the multiple edges to be adjusted in appropriate ways for detailed presentation is also essential. A novel interactive two-phase approach to visualizing and exploring multigraph is proposed. The approach consists of two phases: the first phase improves the previous popular works on force-directed methods to produce a brief drawing for the aggregation graph of the input multigraph, while the second phase proposes two interactive strategies, the magnifier model and the thematic-oriented subgraph model. The former highlights the internal details of an aggregation edge which is selected interactively by user, and draws the details in a magnifying view by cubic Bezier curves; the latter highlights only the thematic subgraph consisting of the selected multiple edges that the user concerns. The efficiency of the proposed approach is demonstrated with a real-world multigraph dataset and how it is used effectively is discussed for various potential applications. 展开更多
关键词 visual analytics information visualization multigraph visualization multiple edges aggregation graph magnifier model.
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集成PHAST-Visual Studio的岩溶区燃气管道灾害后果定量分析及应用 被引量:3
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作者 李乔楚 陈军华 《科学技术与工程》 北大核心 2024年第12期5239-5248,共10页
为科学评估岩溶区燃气管道灾害的后果影响程度,基于管道失效特征确定喷射火和蒸气云爆炸两种典型后果模式,研判适用于岩溶区燃气管道灾害的热辐射和冲击波超压危害准则,从危害面积、伤亡人数、经济损失、环境破坏4个维度提出岩溶区燃气... 为科学评估岩溶区燃气管道灾害的后果影响程度,基于管道失效特征确定喷射火和蒸气云爆炸两种典型后果模式,研判适用于岩溶区燃气管道灾害的热辐射和冲击波超压危害准则,从危害面积、伤亡人数、经济损失、环境破坏4个维度提出岩溶区燃气管道灾害后果严重程度的评估模型体系,并结合Visual Studio平台开发“岩溶区燃气管道灾害后果分析软件”。立足岩溶区实际工程案例,结合区域经济社会发展、岩溶自然地质以及燃气管道工程特征,基于PHAST软件仿真分析灾害后果的影响范围,结合危害准则对区内人员、物体提出针对性灾害风险管控措施,并通过引入政府、行业、企业等颁布的标准条例,量化得出灾害后果的影响程度。结果表明:提出的PHAST-Visual Studio集成方法能够弥补以往研究的评估主观性问题,将社会科学思想带入工程风险评价研究,并通过计算机软件编程提高灾害后果分析效率,从而有助于显著控制岩溶区燃气管道灾害后果水平。 展开更多
关键词 PHAST仿真 visual Studio 岩溶区 燃气管道 灾害后果 定量分析
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Research on Visualization in Scientific Computation of Grinding Temperature Field 被引量:1
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作者 GONG Ya-dong, SHAO Zhong, WANG Wan-shan (School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期28-,共1页
The paper introduces the concepts, classification and method of visualization in scientific computation. Visual C++ developing tool is used to compute surface grinding forces and grinding temperature field models. The... The paper introduces the concepts, classification and method of visualization in scientific computation. Visual C++ developing tool is used to compute surface grinding forces and grinding temperature field models. The three-dimensional entity model of workpiece is made with OpenGL tool, and the different colors on the workpiece entity show different value of temperature, so the visualization of grinding temperature field is realized. The temperature value of every points in grinding temperature field, the curves on surface temperature field and along depth direction are all given. The paper introduces method of visualization in scientific computation, and applies the visualization in scientific computation to the visualization of grinding temperature field. The displaying entity model of workpiece is made with OpenGL tool. The workpiece model is divided into griddings. The heat model is chosen and numerically computed, so the temperature values of every points can be attained. Three different view classes are used to display temperature data, temperature curves on the surface and along the depth direction, and the visualization distribution of three-dimensional temperature field. The visualization of grinding temperature is realized, and the display results of grinding temperature field can be dynamically changed by changing input parameters. Thus, a new path for researching grinding temperature field is developed. 展开更多
关键词 temperature field visualization GRINDING
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Study on visualization simulation soybean leaf based on growth equation 被引量:1
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作者 ZHANG Jicheng SU Zhongbin XING Lichao 《Journal of Northeast Agricultural University(English Edition)》 CAS 2007年第4期360-363,共4页
According to the virtual crops model research's need, the paper emphasized on the modeling theory and dynamic modeling methods, and took the soybean leaf as the example, introduced the establishment of leaf growth mo... According to the virtual crops model research's need, the paper emphasized on the modeling theory and dynamic modeling methods, and took the soybean leaf as the example, introduced the establishment of leaf growth model based on growth equation, finally realized the visualization result based on OpenGL in VC++ platform. The paper has great significance on establishing the whole growth model and researching the crops growth principles. 展开更多
关键词 growth equation LEAF visualization
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基于Visual MODFLOW大水矿山深部开采矿坑涌水量预测 被引量:2
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作者 李军强 王肖珊 +4 位作者 丛宇 邓洪 王艳军 梁小明 张静 《金属矿山》 CAS 北大核心 2024年第10期257-264,共8页
矿产资源的不断开发导致矿坑涌、突水现象愈加频繁,此类问题多发生于大水矿山,为更好指导大水矿山深部开采工作,准确预测矿山深部开采矿坑涌水量至关重要。结合某矿区勘察资料、水文地质条件和观测井实测水位数据,利用Visual MODFLOW软... 矿产资源的不断开发导致矿坑涌、突水现象愈加频繁,此类问题多发生于大水矿山,为更好指导大水矿山深部开采工作,准确预测矿山深部开采矿坑涌水量至关重要。结合某矿区勘察资料、水文地质条件和观测井实测水位数据,利用Visual MODFLOW软件建立矿区水文地质数值模型,进行稳态与非稳态校正以及相关参数敏感性分析;根据该矿区-150 m水平矿坑真实涌水量拟合分析Drain模块水力传导系数值,运用识别后模型对矿山深部开采矿坑涌水量预测,结果表明-200、-250、-300、-350 m等不同水平矿坑正常涌水量为17209.82、18896.20、21299.31、23494.10 m^(3)/d,预测结果可为矿山防治水工作提供依据,以及为工程安全开挖提供保障。 展开更多
关键词 visual MODFLOW 地下水数值模型 敏感性分析 水力传导系数 矿坑涌水量
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Model Construction and Visualization Simulation of Soybean Root System 被引量:1
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作者 Jia Yin-jiang Zhao Jun-ying Zhang Tie-jun 《Journal of Northeast Agricultural University(English Edition)》 CAS 2013年第2期65-70,共6页
This paper mainly focused on the growth law, model construction and visualization of a soybean root. A pot experiment was conducted in the laboratory to collect root system data and measure soybean root's length, dia... This paper mainly focused on the growth law, model construction and visualization of a soybean root. A pot experiment was conducted in the laboratory to collect root system data and measure soybean root's length, diameter and number by excavating in different periods. On the basis of an in-depth analysis of root structure geometry, we analyzed the collected experimental data with logistic equations, and got the growth of soybean root equation, according to its morphological structure characteristics of self-similarity, and discussed the virtual modeling method on the soybean root based on L-system and in Visual c++ Using OpenGL technology to achieve a soybean root system topology model and visualization simulation. 展开更多
关键词 soybean root visualization simulation OPENGL
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Visualization analysis of the capability of weapon system of systems for multi-dimensional indicators 被引量:1
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作者 Jianfei Ding Guangya Si +2 位作者 Guoqiang Yang Yang Liu Xiao Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第2期292-300,共9页
In the field of weapon system of systems (WSOS) simulation, various indicators are widely used to describe the capability of WSOS, but it is always difficult to describe the comprehensive capability of WSOS quickly an... In the field of weapon system of systems (WSOS) simulation, various indicators are widely used to describe the capability of WSOS, but it is always difficult to describe the comprehensive capability of WSOS quickly and intuitively by visualization of multi-dimensional indicators. A method of machine learning and visualization is proposed, which can display and analyze the capabilities of different WSOS in a two-dimensional plane. The analysis and comparison of the comprehensive capability of different components of WSOS is realized by the method, which consists of six parts: multiple simulations, key indicators mining, three spatial distance calculation, fusion project calculation, calculation of individual capability density, and calculation of multiple capability ranges overlay. Binding a simulation experiment, the collaborative analysis of six indicators and 100 possible kinds of red WSOS are achieved. The experimental results show that this method can effectively improve the quality and speed of capabilities analysis, reveal a large number of potential information, and provide a visual support for the qualitative and quantitative analysis model. 展开更多
关键词 weapon system of systems (WSOS) comprehensive capability visualization of multi-dimensional indicators machine learning
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Flow pattern visualization and nonlinear analysis of gas-liquid mixing process with top-blowing gas stirring 被引量:4
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作者 YANG Kai WANG Shi-bo +2 位作者 ZHU Xiu-le XU Jian-xin WANG Hua 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第8期2029-2040,共12页
The evaluation of the mixing effect of gas-liquid two-phase flow during the top-blown gas agitation mixing is one of the difficulties in the testing field, especially in the process of using the model method to study ... The evaluation of the mixing effect of gas-liquid two-phase flow during the top-blown gas agitation mixing is one of the difficulties in the testing field, especially in the process of using the model method to study the metallurgical top-blowing process. In order to evaluate the effect of gas-liquid two-phase flow mixing, a gas chromatography simulation based on capacitance tomography was used to visualize the flow pattern and analyze the mixed characteristics. A gas top-blown agitation test rig was set up, the gas phase was air-selected, and the liquid phase was selected from synthetic heat-conducting oil. The top-blown stirring test process was measured and imaged by electrical capacitance tomography (ECT) equipment from ECT Instruments Ltd (UK). The MATLAB program was used to identify the mixing areas of the images to obtain the distribution of gas-liquid two-phase. The flow pattern of the gas-liquid mixing region was obtained. The chaotic detection of the gas-liquid mixing process was performed by the three-state test method;the images were processed by the counting box dimension-corrosion method to obtain the mixing uniformity time of gas-liquid flow. Results show that it is feasible to use the capacitance tomography technique to visualize the gas-liquid two-phase distribution. The uniformity time quantification of the gas-liquid mixing process is also achieved. 展开更多
关键词 TOP-BLOWING electrical capacitance tomography gas-liquid mixing visualization three-state test mixing uniformity time
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Visualization of flatness pattern recognition based on T-S cloud inference network 被引量:2
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作者 张秀玲 赵亮 +1 位作者 臧佳音 樊红敏 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第2期560-566,共7页
Flatness pattern recognition is the key of the flatness control. The accuracy of the present flatness pattern recognition is limited and the shape defects cannot be reflected intuitively. In order to improve it, a nov... Flatness pattern recognition is the key of the flatness control. The accuracy of the present flatness pattern recognition is limited and the shape defects cannot be reflected intuitively. In order to improve it, a novel method via T-S cloud inference network optimized by genetic algorithm(GA) is proposed. T-S cloud inference network is constructed with T-S fuzzy neural network and the cloud model. So, the rapid of fuzzy logic and the uncertainty of cloud model for processing data are both taken into account. What's more, GA possesses good parallel design structure and global optimization characteristics. Compared with the simulation recognition results of traditional BP Algorithm, GA is more accurate and effective. Moreover, virtual reality technology is introduced into the field of shape control by Lab VIEW, MATLAB mixed programming. And virtual flatness pattern recognition interface is designed.Therefore, the data of engineering analysis and the actual model are combined with each other, and the shape defects could be seen more lively and intuitively. 展开更多
关键词 pattern recognition T-S cloud inference network cloud model mixed programming virtual reality visual recognition
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Polarization visualization for low-irradiance regions by perceptually uniform color space 被引量:1
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作者 Feng Zhao Yue Dong Jian-lei 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第2期505-511,共7页
Currently,polarization visualization strategies are accomplished by mapping polarization information into a perceptually uniform color appearance model CAM02-UCS.However,the deviation of the CAM02-UCS space from the l... Currently,polarization visualization strategies are accomplished by mapping polarization information into a perceptually uniform color appearance model CAM02-UCS.However,the deviation of the CAM02-UCS space from the lightness prediction results in an inaccurate match between the polarization information and the perceptual information.In this paper,we propose a novel polarization visualization strategy based on the perceptual uniform space Jzazbz.The polarization visualization be completed by placing the polarization information into the lightness Jz,colorfulness Cz and hue angle hz channels of the Jzazbz space.The experimental results show that the proposed method can significantly improve the lightness of the low irradiance and high polarization region,hence more polarization information can be sensed by human visual system. 展开更多
关键词 Polarization visualization Perceptually uniform space Lightness prediction Low irradiance
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Visualization Simulations for Cold Press Die
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作者 LIU Hong, YUAN Ju-long, JIN Jie (College of Mechanical & Electronical Engineering, Zhejiang University of Technology, Hangzhou 310014, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期31-32,共2页
Pressing process is a manufacturing method that obtained work piece with certain dimension, shape and capability through die forcing roughcast to produce plastic deformation or separate. This paper focuses on the key ... Pressing process is a manufacturing method that obtained work piece with certain dimension, shape and capability through die forcing roughcast to produce plastic deformation or separate. This paper focuses on the key problems of visualization simulation in pressing die. The final aim is that numerical simulation system can simulate the process of processing forming technique, which can supply some necessary and accurate key parameters for die design. The detail description of mechanical characteristic and key technique of sheet forming technique is discussed. Pressing forming method is one of the most important forming techniques of metal forming, which has special mechanical characteristics. The character of sheet pressing forming is that the deformation of thickness direction is very small in contrast to other directions. The deformation mode of sheet forming mainly has the following kinds: bi-directional stretch, plane stress, stretches, depths extend, bending and counter-bending. The essence of press forming is the transferring course that the transferring region of rough comes to deformation by outside force, which is main researching principle in forming and the transferring field. The analysis of pressing forming course, disclose the feature of stress-strain and their changing rule, then pressing process and forming parameters could be obtained. So the states of force and deformation of transferring region is key to determine character about the varieties of pressing transferring. The paper analyzes these factors, which may influence forming precision in pressing process. In traditional methods, some key parameter such as spring-back, bending radius for die design are calculated by experience formula or select from data table. The paper brings forward the calculation methods of key parameter in the case of drawing finite element method and numerical simulation into pressing die design. In order to calculate the value of key parameters based on data supplied by FEM, a numerical simulation application is finished combined with two descriptions of work piece deformation NURBS and discrete piece. The numerical simulation is programmed on Microsoft Visual C++ with OpenGL as the graphics tool. It establishes numerical simulation program, dynamically simulates the process of sheet pressing figuration, and gets good effects. 展开更多
关键词 cold press die visualization SIMULATING
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Experiment investigation on visualization and operating characteristics of closed loop plate oscillating heat pipe with parallel channels 被引量:1
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作者 SHI Wei-xiu PAN Li-sheng 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第9期2410-2418,共9页
Using ethanol or acetone as the working fluid, visualization of oscillations in steady state was observed visually by high-speed cameras, and temperature oscillating and heat transfer characteristics of closed-loop pl... Using ethanol or acetone as the working fluid, visualization of oscillations in steady state was observed visually by high-speed cameras, and temperature oscillating and heat transfer characteristics of closed-loop plate oscillating heat pipe with parallel channels(POHP-PC) were experimentally investigated by varying liquid filled ratios(50%, 70%, 85%), section scales(1 mm×1 mm and 1 mm×1.5 mm), inclination angles, working fluids and heating inputs. It was found that during operating there was mixed flow consisting of plug flow and annular flow in channels of oscillating heat pipe at steady-state. There was an equilibrium position for working fluid of condenser during oscillating, and periodic oscillations occurred up and down in the vicinity of equilibrium position. With heat input increasing, equilibrium position rose slowly as a result of vapor pressure of evaporation.Evaporation temperature oscillating amplitude possessed a trend of small-large-small and frequency trend was of small-large during steady-state. It may be generally concluded that temperature, whether evaporator or condenser, fluctuated sharply or rose continuously when oscillating heat pipe coming to dry burning state. Simultaneously, it was found that temperature difference of cooling water possibly dropped with heat input rising during dry burning state. Thermal resistance of No. 2 with acetone was lower than that of No. 1 during experiments, but No. 2 achieving heat transfer limit was earlier than No. 1. However, with ethanol, thermal resistance of No. 1 and No. 2 were similar with the heating input less than 110-120 W and filling ratios of 50% and 70%. And with filling ratio of 85%, heating transfer performance of No. 2 was better compared to No. 1 during all the experiments. 展开更多
关键词 closed loop with parallel channels plate oscillating heat pipe visualization temperature oscillating heat transfer performance filling ratio section scale
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Geometrical Modeling by NURBS Surface and RCS Computing by Visualization for Complex Targets
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作者 Zhou, Yong Liu, Tiejun 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1997年第1期13-21,共9页
A novel approach to compute the high frequency radar cross-section (RCS) of complex targets is described in this paper.From the three views or the sectional views of the target, target is geometrically modeled by non-... A novel approach to compute the high frequency radar cross-section (RCS) of complex targets is described in this paper.From the three views or the sectional views of the target, target is geometrically modeled by non-uniform rational B-spline (NURBS) parametric surfaces using the software CNFEOV developed by oneself which constructs NURBS representation of complex target from engineering orthographic views. RCS is obtained through PO, PTD, MEC and IBC techniques. When calculating RCS of the target, it is necessary to get the unit normal vector to surface illumi- nated by radar and the value Z which is the distance from the point on the surface to radar. ln this novel approach, the unit normal vector to the surface can be obtained either by the Phong rendering model, in which the color components (RGB) of every pixel on the image are equal to the coordinate components of the normal, or by the NURBS expressions. The value Z can be achieved by software or hardware Z-buffer. The effects of the size of image on the RCS of target are discussed and the correct method is recommended. The RCS of the perfect conducting sphere, cylinder and dihedral as well as the coated cylinder, as some examples, are computed. The accuracy of the method is verified by comparing the numerical results with those obtained by using other methods. 展开更多
关键词 RCS visualization computation Geometrical modeling.
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Application of evidence-based nursing intervention in patients with congenital heart diseases treated by transcatheter interventional therapy
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作者 Min Tian 《中国循环杂志》 CSCD 北大核心 2018年第S01期173-173,共1页
Objective To explore the application of evidence-based nursing intervention in patients with congenital heart diseases treated by transcatheter interventional therapy.Methods A total of 64 patients with congenital hea... Objective To explore the application of evidence-based nursing intervention in patients with congenital heart diseases treated by transcatheter interventional therapy.Methods A total of 64 patients with congenital heart diseases who were administered in our hospital from June 2011 to July 2013 were recruited in our research. 展开更多
关键词 CONGENITAL HEART TRANSCATHETER INTERVENTIONAL therapy evidence-based nursing
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Application of Evidence-based Prosthodontics in Practice
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作者 LEI Yu ZHU Zhi-min +2 位作者 CHAO Yong-lie SHI Zong-dao MENG Yu-kun 《国际口腔医学杂志》 CAS 2006年第5期333-336,共4页
The concepts and progress of evidence-based dentistry were introduced in this critical review. An extensive PubMed search was conducted to provide sound evidences for some frequently encountered problems in prosthodon... The concepts and progress of evidence-based dentistry were introduced in this critical review. An extensive PubMed search was conducted to provide sound evidences for some frequently encountered problems in prosthodontic daily practice. Conlusively, it is important for prosthodontists to keep current by looking for efficient ways of interpreting high quality evidences to clinical practice. 展开更多
关键词 PROSTHODONTICS prosthetic dentistry evidence-based medicine
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Application of 3D Scanned Big Data of Large-scale Cultural Heritage Objects Based on Noise-robust Transparent Visualization
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作者 Tanaka Satoshi 《系统仿真学报》 CAS CSCD 北大核心 2023年第8期1635-1650,共16页
Three-dimensional(3D) scanning technology has undergone remarkable developments in recent years.Data acquired by 3D scanning have the form of 3D point clouds.The 3D scanned point clouds have data sizes that can be con... Three-dimensional(3D) scanning technology has undergone remarkable developments in recent years.Data acquired by 3D scanning have the form of 3D point clouds.The 3D scanned point clouds have data sizes that can be considered big data.They also contain measurement noise inherent in measurement data.These properties of 3D scanned point clouds make many traditional CG/visualization techniques difficult.This paper reviewed our recent achievements in developing varieties of high-quality visualizations suitable for the visual analysis of 3D scanned point clouds.We demonstrated the effectiveness of the method by applying the visualizations to various cultural heritage objects.The main visualization targets used in this paper are the floats in the Gion Festival in Kyoto(the float parade is on the UNESCO Intangible Cultural Heritage List) and Borobudur Temple in Indonesia(a UNESCO World Heritage Site). 展开更多
关键词 3D scanning point cloud transparent visualization noise transparentization cultural heritage object
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A survey of fine-grained visual categorization based on deep learning
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作者 XIE Yuxiang GONG Quanzhi +2 位作者 LUAN Xidao YAN Jie ZHANG Jiahui 《Journal of Systems Engineering and Electronics》 CSCD 2024年第6期1337-1356,共20页
Deep learning has achieved excellent results in various tasks in the field of computer vision,especially in fine-grained visual categorization.It aims to distinguish the subordinate categories of the label-level categ... Deep learning has achieved excellent results in various tasks in the field of computer vision,especially in fine-grained visual categorization.It aims to distinguish the subordinate categories of the label-level categories.Due to high intra-class variances and high inter-class similarity,the fine-grained visual categorization is extremely challenging.This paper first briefly introduces and analyzes the related public datasets.After that,some of the latest methods are reviewed.Based on the feature types,the feature processing methods,and the overall structure used in the model,we divide them into three types of methods:methods based on general convolutional neural network(CNN)and strong supervision of parts,methods based on single feature processing,and meth-ods based on multiple feature processing.Most methods of the first type have a relatively simple structure,which is the result of the initial research.The methods of the other two types include models that have special structures and training processes,which are helpful to obtain discriminative features.We conduct a specific analysis on several methods with high accuracy on pub-lic datasets.In addition,we support that the focus of the future research is to solve the demand of existing methods for the large amount of the data and the computing power.In terms of tech-nology,the extraction of the subtle feature information with the burgeoning vision transformer(ViT)network is also an important research direction. 展开更多
关键词 deep learning fine-grained visual categorization convolutional neural network(CNN) visual attention
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