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基于大数据分析技术的激光全息三维图像识别研究 被引量:8
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作者 王燕玲 孙滨 《激光杂志》 北大核心 2019年第9期81-84,共4页
采用三维激光扫描技术再现识别激光全息三维图像时,未有效分类激光全息三维图像点云边界数据,存在图像再现识别过程耗时长的弊端,深入研究基于大数据分析技术的激光全息三维图像识别方法,采用大数据分析技术构建一种用于激光全息三维图... 采用三维激光扫描技术再现识别激光全息三维图像时,未有效分类激光全息三维图像点云边界数据,存在图像再现识别过程耗时长的弊端,深入研究基于大数据分析技术的激光全息三维图像识别方法,采用大数据分析技术构建一种用于激光全息三维图像点云边界数据提取的云模型,采用该模型有效分类激光全息三维图像点云边界数据;采用激光全息扫描装置中得到分类的边界点云数据至激光全息图距离以及激光扫描光线的方位角等参数,依据这些参数获取激光全息三维图像中点云数据的三维坐标,对该坐标进行投射变换后于计算机上呈现立体视觉明显的激光全息三维图像,准确再现识别激光全息三维图像。实验结果说明,本文方法识别激光全息三维图像的用时少,识别激光全息三维图像的错误率低,是一种高效、可靠的激光全息三维图像识别方法。 展开更多
关键词 大数据 分析技术 激光全息 三维图像 识别研究 点云数据
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Basal Energy Expenditure of Chinese Healthy Adults:Comparison of Measured and Predicted Values 被引量:2
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作者 MAO De Qian WU Jing Huan +8 位作者 HUANG Cheng Yu LI Ke Ji LIU Xiao Li ZHANG Shi Lian wang yan ling CHEN Wei LI Ming yanG Xiao Guang PIAO Jian Hua 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2020年第8期566-572,共7页
Objective This study aimed to measure the basal energy expenditure(BEE)of Chinese healthy adults and establish an accurate predictive equation for this population.Methods In total,470 Chinese healthy adults had their ... Objective This study aimed to measure the basal energy expenditure(BEE)of Chinese healthy adults and establish an accurate predictive equation for this population.Methods In total,470 Chinese healthy adults had their BEE measured using the Cosmed K4b2 portable metabolic system.Multiple linear regression analysis was applied to develop new optimal equations for predicting BEE.The bias,accuracy rate,concordance correlation coefficient(CCC),and root mean square error(RMSE)were used to evaluate the accuracy of the predictive equations.Results There was a significant difference in BEE between males and females,with 5,954 kJ/d and 5,089 kJ/d,respectively.People living in rural areas expended significantly higher BEE(5,885 kJ/d)than those in urban areas(5,279 kJ/d).Previous equations developed by Henry,Schofield,Harris-Benedict(HB),and Liu overestimated the BEE of Chinese healthy adults.The new equations derived from the present study displayed the smallest average bias and RMSE from the measured basal energy expenditure(mBEE).The CCC of the new equations was higher than other predictive equations,but it was lower than 0.8.There was no significant difference in the accuracy rate among all predictive equations.Conclusions Sex and regional differences in BEE were observed in Chinese healthy adults.Neither the widely used previous predictive equations nor the one derived in the present study were accurate enough for estimating the BEE of Chinese healthy adults.Further study is required to develop more accurate equations for predicting the BEE of Chinese healthy adults aged between 20–45 years. 展开更多
关键词 Basal energy expenditure Chinese healthy adults Indirect calorimetry Predictive equations
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