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基于MATLAB的细菌图像处理方法研究
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作者 董荣伟 《河北农机》 2017年第4期49-49,51,共2页
针对干扰细菌图像成像的因素较多,导致无法直接获取或定量分析细菌数量的问题,本文重点研究基于MATLAB的细菌图像处理方法,包括:细菌图像去除背景、彩色图像灰度化、图像分割、特征提取等,通过对比分析处理效果,选定合适的处理方法,从... 针对干扰细菌图像成像的因素较多,导致无法直接获取或定量分析细菌数量的问题,本文重点研究基于MATLAB的细菌图像处理方法,包括:细菌图像去除背景、彩色图像灰度化、图像分割、特征提取等,通过对比分析处理效果,选定合适的处理方法,从而为后续细菌定性或定量分析提供一定的技术支持。 展开更多
关键词 细菌图像 MATLAB 图像处理
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基于水平集算法的污水中微生物图像分割研究 被引量:1
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作者 苗加庆 常兰 +2 位作者 李高平 曾莉 刘晓光 《西南民族大学学报(自然科学版)》 CAS 2021年第6期618-624,共7页
日益严重的水污染现状促使着大批污水处理厂的出现,同时也使活性污泥法得到飞速的发展,在活性污泥法处理污水工艺中微生物的种类、数量以及其所处的生长阶段是污泥沉降性能的决定因素.主要研究水平集及其改进方法的细菌图像分割,通过镜... 日益严重的水污染现状促使着大批污水处理厂的出现,同时也使活性污泥法得到飞速的发展,在活性污泥法处理污水工艺中微生物的种类、数量以及其所处的生长阶段是污泥沉降性能的决定因素.主要研究水平集及其改进方法的细菌图像分割,通过镜检活性污泥中的微生物,然后对污水处理过程中的细菌图像进行分割识别,细菌图像分割类似于人眼对客观世界中不同对象进行分类的过程,它从图像中把相关的结构(或感兴趣区)分离出来,是细菌图像分析与识别首要解决的问题,而通过实验改进水平集分割算法对细菌图像分割,进而依据其分割结果判断微生物种类、数量,就可以预测污泥沉降性能,从而可以采取措施进一步改进工艺. 展开更多
关键词 水平集 污水处理 细菌图像分割 细菌识别 正弦能量拟合
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Segmentation of Bacteria Image Based on Level Set Method 被引量:1
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作者 WANG Hua CHEN Chun-xiao +1 位作者 HU Yong-hong YANG Wen-ge 《Chinese Journal of Biomedical Engineering(English Edition)》 2008年第4期146-152,共7页
In biology ferment engineering,accurate statistics of the quantity of bacteria is one of the most important subjects. In this paper,the quantity of bacteria which was observed traditionally manuauy can be detected aut... In biology ferment engineering,accurate statistics of the quantity of bacteria is one of the most important subjects. In this paper,the quantity of bacteria which was observed traditionally manuauy can be detected automatically. Image acquisition and processing system is designed to accomplish image preprocessing,image segmentation and statistics of the quantity of bacteria. Segmentation of bacteria images is successfully realized by means of a region-based level set method and then the quantity of bacteria is computed precisely,which plays an important role in optimizing the growth conditions of bacteria. 展开更多
关键词 bacteria image SEGMENTATION level set method STATISTICS
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Observation of Cell-Size Variation under Environmental Stress by Fluorescence Correlation Spectroscopy without Objective Image Magnification
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作者 Kitao Fujiwara Keishiro Horiuchi Sayuri Goryoda Yasuhiro Hashidume Naoko Horiguchi Takeshi Miyakawa Masako Takasu Motohide Aoki 《Journal of Environmental Science and Engineering(A)》 2012年第3期364-370,共7页
Fluorescence correlation spectroscopy (FCS) without objective image magnification (without using con-focal microscope) was applied to observe the variation in cell size of Escherichia coli (E. coli) induced by t... Fluorescence correlation spectroscopy (FCS) without objective image magnification (without using con-focal microscope) was applied to observe the variation in cell size of Escherichia coli (E. coli) induced by the anti-cancer agent MitomycinC (MMC). In the system without image magnification followed in this study, the suspension of E. coli cells was stirred, and the difference in movement due to the different cell sizes induced by the compulsive solution flow was detected. The addition of 0.1-0.4 pg/L of MMC elongated the E. coli cell length from about 3.6 to 7.8μm. The flow cell (i.d. = about 1 mm) also produced a size-dependent correlation curve, The present system is not based on single molecular FCS but is inexpensive and effective at observing the variation in cell size induced by environmental changes. 展开更多
关键词 Cell size fluorescence correlation spectroscopy environmental stress GFP E. coli.
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