首页|一种空间细胞实验显微图像增强方法

一种空间细胞实验显微图像增强方法

扫码查看
高图像质量对于空间细胞实验至关重要,因为需要具备远程清晰监控的能力来把握实验进程和方向.然而,在空间实验中,由于空间限制和环境因素的影响,成像设备在一些性能方面受到比较强的约束,这直接影响了成像质量和对培养目标的观察.地面的分析需要对图像进行特征提取和计数等任务,但光照不均会严重影响分割效果.为此,本文提出了一种名为STAR-ADF的方法,实验结果证明该方法能够有效去除噪声、均衡光照,增强评价指标较原图提升了12.5%,并具有一定的鲁棒性.
A microscopic image enhancement method for cell experiments in space
High image quality is crucial for cell experiments in space,as it requires the ability of remotely moni-toring to grasp the progress and direction of experiments.However,due to space limitations and environmental factors,imaging equipment is strongly constrained in some performance,which directly affects the imaging quali-ty and observation of cultivated targets.Moreover,experimental analysis on the ground requires tasks such as fea-ture extraction and cell counting,but uneven lighting can seriously affect computer processing.Therefore,a method called STAR-ADF is proposed,and experimental results show that the proposed method can effectively re-move noise,equalize illumination,and increase the enhancement evaluation index by 12.5%in comparison with original figures,which has certain robustness.

microgravitycell culturenon-uniform illuminationimage enhancement

李媛媛、袁永春、阮丽华、赵青青、张涛

展开 >

中国科学院上海技术物理研究所,上海 200083

上海科技大学 信息科学与技术学院,上海 201210

中国科学院大学,北京 100049

微重力 细胞培养 光照不均 图像增强

National Key Research and Development Program of China

2021YFC2103300

2024

红外与毫米波学报
中国光学学会 中国科学院上海技术物理所

红外与毫米波学报

CSTPCD北大核心
影响因子:0.612
ISSN:1001-9014
年,卷(期):2024.43(2)
  • 24