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基于分级直方图均衡化的白细胞识别研究 被引量:2
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作者 刘叔军 毛丽民 徐本连 《中南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2013年第S2期174-177,共4页
通过对运动白细胞显微图像的特征分析,提出一种分级直方图均衡算法,能有效增强细胞与周围背景的对比度,在较好保持细胞边界信息的同时可以起到滤波作用,较好消除噪声影响。在Matlab 7环境下对100帧白细胞连续图像序列处理,平均误检率为1... 通过对运动白细胞显微图像的特征分析,提出一种分级直方图均衡算法,能有效增强细胞与周围背景的对比度,在较好保持细胞边界信息的同时可以起到滤波作用,较好消除噪声影响。在Matlab 7环境下对100帧白细胞连续图像序列处理,平均误检率为1.50%,平均漏检率为0.55%,表明该算法能提高检测性能,避免或减少细胞误检和漏检,提高多细胞跟踪质量。 展开更多
关键词 连续图像序列 运动白细胞 直方图均衡算法 多细胞跟踪
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基于粒子群的多细胞状态估计技术 被引量:1
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作者 陈庆兰 任亚运 徐本连 《常熟理工学院学报》 2015年第2期63-69,共7页
针对细胞动力学特性差异、细胞变形、细胞数目变化、细胞近邻等估计难题,提出了一种基于粒子群优化方法来实现多细胞状态估计.首先,针对已存在细胞和新出现细胞设计了两种不同的搜索机制,提出了一种标准的PSO算法且无需检测模块来实现... 针对细胞动力学特性差异、细胞变形、细胞数目变化、细胞近邻等估计难题,提出了一种基于粒子群优化方法来实现多细胞状态估计.首先,针对已存在细胞和新出现细胞设计了两种不同的搜索机制,提出了一种标准的PSO算法且无需检测模块来实现多细胞状态估计;在此基础上,引入细胞检测模块,提出一种基于改进的PSO算法来实现多细胞状态精确估计.实验结果表明,本文所提出的PSO跟踪策略能自动实现多细胞状态估计,在引入细胞检测模块后,跟踪性能提高50%以上,每帧平均耗时减小,并且在处理多细胞近邻问题时具有良好的跟踪鲁棒性. 展开更多
关键词 多细胞跟踪 粒子群优化 状态估计
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Bioassay-Guided Extraction of Crude Fucose-Containing Sulphated Polysaccharides from Sargassum fusiforme with Response Surface Methodology 被引量:2
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作者 FU Zhifei LI Haihua +4 位作者 LIU Hongbing HU Shuman LI Yueying WANG Mengxue GUAN Huashi 《Journal of Ocean University of China》 SCIE CAS 2016年第3期533-540,共8页
The response surface methodology(RSM) combined with bioassays was employed to optimize the extraction process of crude fucose-containing sulphated polysaccharides(c FCSP) from Sargassum fusiforme. The central composit... The response surface methodology(RSM) combined with bioassays was employed to optimize the extraction process of crude fucose-containing sulphated polysaccharides(c FCSP) from Sargassum fusiforme. The central composite design(CCD) was used with four variables, five levels, and four responses. The four variables were p H value of hydrochloric acid solution, extraction temperature(℃), ratio of liquid to raw material(m L g^(-1)), and extraction time(h), respectively. Chemical and bioassay indices were used in combination as the response parameters, which included the yield of c FCSP, fucose content, proliferation rate of spleen cells, and lipopolysaccharide-induced proliferation of splenocytes. The experimental data were fitted to a second-order polynomial equation using multiple regression analysis, and examined using the appropriate statistical methods. The best extraction conditions were as follows: the p H value of hydrochloric acid solution was 3.50; the extraction temperature was 100℃; the ratio of liquid to raw material was 15.00 m L g^(-1) and the extraction time was 2.50 h. The experimental yield was close to the predicted from the model. The extract could promote spleen lymphocyte proliferation, especially the lipopolysaccharide-induced lymphocyte proliferation in vitro, which suggested that its immunomodulatory effect on B lymphocytes. Therefore, c FCSP extracted from S. fusiforme could be utilized as an immunostimulant in functional foods and pharmaceutical industry in future. 展开更多
关键词 crude fucose-containing sulphated polysaccharides Sargassum fusiforme response surface methodology immuno-modulatory
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