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Cell detection method based on U-net network 基于U-net网络的小区检测方法
Pub Date : 2021-01-01 DOI: 10.3969/J.ISSN.1005-5630.2021.01.001
Qin Chenyang, Ying Jie, Yang Haima
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引用次数: 0
Research on the segmentation of optic disc and cup based on modified U-Net 基于改进U-Net的视盘杯分割研究
Pub Date : 2021-01-01 DOI: 10.3969/J.ISSN.1005-5630.2021.01.004
Mao Qian, Jiang Minshan, Wei-ge Jing
: In the diagnosis of glaucoma, segmentation of optic cup and optic disc based on digital fundus image is a common diagnostic method. In order to segment the cup and disc accurately, we proposed a segmentation method based on the improved U-Net. Compared with the traditional U-Net, a residual block was used to improve the down sampling part, and convolution part was used to improve the skip connection, so that the network could obtain more sufficient feature information. The Dice and IOU of the optic disc segmentation model and the optic cup segmentation model on DRISHTI-GS data set reached 98.3% and 97.2%, 93.2% and 88.5%.
在青光眼的诊断中,基于数字眼底图像分割视杯和视盘是一种常用的诊断方法。为了准确分割杯盘,我们提出了一种基于改进U-Net的杯盘分割方法。与传统的U-Net相比,利用残差块改进下采样部分,利用卷积部分改进跳跃连接,使网络能够获得更充分的特征信息。在DRISHTI-GS数据集上,视盘分割模型和光杯分割模型的Dice和IOU分别达到98.3%和97.2%、93.2%和88.5%。
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引用次数: 0
Design of microscope optical system for panel inspection 面板检测用显微镜光学系统的设计
Pub Date : 2021-01-01 DOI: 10.3969/J.ISSN.1005-5630.2021.01.007
Chen Lu, L. Zhiqiang
Abstract: In order to achieve the fine analysis and classification of the defects on the panel, the apochromatic objective with a numerical aperture of 0.42 in the visible spectrum and illumination optical system were designed. First, the objective lens was designed with reasonable structure optimization, optical focal length distribution and material selection, and the MTF curve is closed to the diffraction limit. Secondly, the illumination optical system is designed by the scheme of Kohler illumination. Simulating optical system with Lighttools software.The experimental results show that the resolution of the optical system can reach 0.775 μm and the illumination uniformity can reach 98%. The results are consistent with the actual test results and meet the requirements of highprecision panel inspection.
摘要:为了实现面板缺陷的精细分析和分类,设计了可见光谱数值孔径为0.42的消色差物镜和照明光学系统。首先,对物镜进行合理的结构优化、光学焦距分布和材料选择,使MTF曲线接近衍射极限;其次,采用科勒照明方案设计了照明光学系统。用Lighttools软件模拟光学系统。实验结果表明,该光学系统的分辨率可达0.775 μm,照度均匀度可达98%。结果与实际试验结果吻合,满足高精度面板检测的要求。
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引用次数: 0
Design of analog illuminometer based on single chip microcomputer 基于单片机的模拟照度计设计
Pub Date : 2021-01-01 DOI: 10.3969/J.ISSN.1005-5630.2021.01.009
Liu Jianzhao, Wang Ning
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引用次数: 0
Combination of Surface Characterization Techniques for Analyzing the Roughness of the Substrate 结合表面表征技术分析基体粗糙度
Pub Date : 2007-01-01 DOI: 10.1007/978-1-4020-6018-2_69
Shumin Zhang, Zhanshan Wang, Zhengxiang Shen, Wenjuan Wu, Long Chen
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引用次数: 0
Fluorescence and fluorescence microscope 荧光和荧光显微镜
Pub Date : 2001-01-01 DOI: 10.1201/9781420005615-7
Yan Guang-lie
Beginned with basic knowledge of fluorescence,fluorescence microscope characteristics are briefly described.The main components-light source,color filter and optical system are introduced.The design requirements are proposed based on fluorescence characteristics and a comparison is made between transmitted illumination fluorescence and vertical illumination fluorescence.
从荧光的基本知识开始,简要介绍荧光显微镜的特点。介绍了该系统的主要组成部分——光源、滤色片和光学系统。根据荧光特性提出了设计要求,并对透射照明荧光和垂直照明荧光进行了比较。
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引用次数: 4
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Optical Instruments
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