期刊文献+
共找到3篇文章
< 1 >
每页显示 20 50 100
基于人机交互的医学超声图像自动化定量分析
1
作者 蒋葵 耿兴云 《计算机应用与软件》 CSCD 2009年第5期221-224,231,共5页
实现医学超声图像的自动化定量分析。设计并实现一个基于人机交互的医学超声图像辅助分析系统。首先由医生凭借临床经验在超声图像中划出目标区域,系统生成目标子图像,然后使用直方图均衡和迭代阈值法对目标子图像进行灰度调整和分割处... 实现医学超声图像的自动化定量分析。设计并实现一个基于人机交互的医学超声图像辅助分析系统。首先由医生凭借临床经验在超声图像中划出目标区域,系统生成目标子图像,然后使用直方图均衡和迭代阈值法对目标子图像进行灰度调整和分割处理,最后根据位图标记结果在原图中提取目标轮廓,并自动生成反映目标大小的长、宽等数据。通过采用一定的图像处理技术,成功地实现了对超声图像中目标区域的分割和自动化定量分析。本系统能弥补当前超声图文管理系统在图像分割和图像分析方面的不足,具有较高的实用性。 展开更多
关键词 医学超声图像 直方图均衡 迭代阈值分割 位图标记 自动化定量分析
下载PDF
Non-invasive glucose measuring apparatus based on conservation of energy method 被引量:1
2
作者 陈真诚 金星亮 +2 位作者 朱健铭 王弟亚 张婷婷 《Journal of Central South University》 SCIE EI CAS 2009年第6期982-986,共5页
A new non-invasive blood glucose measuring apparatus (NBGMA) made up of MSP430F149 SCM (single chip micyoco) was developed,which can measure blood glucose level (BGL) frequently,conveniently and painlessly. The hardwa... A new non-invasive blood glucose measuring apparatus (NBGMA) made up of MSP430F149 SCM (single chip micyoco) was developed,which can measure blood glucose level (BGL) frequently,conveniently and painlessly. The hardware and software of this apparatus were designed,and detecting algorithms based on conservation of energy method (COEM) were presented. According to the law of conservation of energy that the energy derived by human body equals energy consumed by metabolism,and the relationship between convection,evaporation,radiation and the BGL was established. The sensor module was designed. 20 healthy volunteers were involved in the clinical experiment. The BGL measured by an automatic biochemical analyzer (ABA) was set as the reference. Regression analysis was performed to compare the conservation of energy method with the biochemical method,using the 20 data points with blood glucose concentrations ranging from 680 to 1 100 mg/L. Reproducibility was measured for healthy fasting volunteers. The results show that the means of BGL detected by NBGMA and ANA are very close to each other,and the difference of standard deviation (SD) is 24.7 mg/L. The correlative coefficient is 0.807. The coefficient of variation (CV) is 4% at 921.6 mg/L. The resultant regression is evaluated by the Clarke error grid analysis (EGA) and all data points are included in the clinically acceptable regions (region A:100%,region B:0%). Accordingly,it is feasible to measure BGL with COEM. 展开更多
关键词 single chip non-invasive measurement blood glucose conservation of energy method
下载PDF
基于改进U-Net的喷射成形高速钢碳化物提取算法
3
作者 陈家树 侯国栋 +3 位作者 周继宽 刘天琪 邓百川 张祥林 《金属热处理》 CAS CSCD 北大核心 2023年第10期87-93,共7页
针对当前利用数字图像处理算法及深度学习模型对钢中碳化物进行定量分析时,存在准确率低、提取效果不佳导致的分析误差较大等问题,提出一种基于U-Net改进的喷射成形高速钢碳化物分割算法GSG-Unet,旨在对钢中不同种类的碳化物进行准确高... 针对当前利用数字图像处理算法及深度学习模型对钢中碳化物进行定量分析时,存在准确率低、提取效果不佳导致的分析误差较大等问题,提出一种基于U-Net改进的喷射成形高速钢碳化物分割算法GSG-Unet,旨在对钢中不同种类的碳化物进行准确高效地分割提取,以便进行自动化定量分析。通过添加ConvNeXt模块和CBAM注意力机制加强了模型的特征提取能力和处理漏检问题能力,使分割效果有显著提升。结果表明,改进后模型的准确率、召回率、类平均交并比和骰子系数分别为91.31%、87.52%、84.89%和83.16%,较原模型有较大提升。该模型能够精准地将MC碳化物和M_(6)C碳化物从马氏体基体上进行分割,为快速准确地进行高速钢中碳化物的自动化定量分析提供了有力技术支持。 展开更多
关键词 高速钢 碳化物 自动化定量分析 深度学习 语义分割
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部