论文标题
对微生物测量的图像分析方法进行定量比较的全面调查
A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements
论文作者
论文摘要
随着城市化和生活水平的加速，微生物在工业生产，生物技术和食品安全测试中起着越来越重要的作用。微生物生物彩量测量是微生物分析的重要部分之一。但是，传统的手动测量方法既耗时又具有挑战性，可以精确地衡量特征。随着数字图像处理技术的发展，可以检测和量化微生物种群的特征。不断变化的趋势可以及时调整，并为改进提供了基础。自1980年代以来，微生物生物量测量方法的应用已开发。在本研究中审查了62多种文章，文章通过具有周期的数字图像分割方法进行了分组。这项研究具有很高的研究意义和应用价值，可以将其转交给微生物研究人员，以便使用数字图像分析方法和潜在应用对微生物生物量测量有全面的了解。
With the acceleration of urbanization and living standards, microorganisms play increasingly important roles in industrial production, bio-technique, and food safety testing. Microorganism biovolume measurements are one of the essential parts of microbial analysis. However, traditional manual measurement methods are time-consuming and challenging to measure the characteristics precisely. With the development of digital image processing techniques, the characteristics of the microbial population can be detected and quantified. The changing trend can be adjusted in time and provided a basis for the improvement. The applications of the microorganism biovolume measurement method have developed since the 1980s. More than 62 articles are reviewed in this study, and the articles are grouped by digital image segmentation methods with periods. This study has high research significance and application value, which can be referred to microbial researchers to have a comprehensive understanding of microorganism biovolume measurements using digital image analysis methods and potential applications.
