Intelligent analysis system based on fluorescence microscope and method thereof

The invention relates to the field of image analysis, and particularly discloses an intelligent analysis system based on a fluorescence microscope and a method thereof, which are characterized in that full expression about CTC implicit features in a detection image is mined by adopting an image dete...

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Bibliographische Detailangaben
Hauptverfasser: ZHANG KAISHAN, LI CHAO, RAO LANGQING, LIU YANSHENG, ZHAO DAN, WU LEZHONG, ZHOU YUNLAN, GUO ZHIMIN, KONG LINGWU, TIAN HUA
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to the field of image analysis, and particularly discloses an intelligent analysis system based on a fluorescence microscope and a method thereof, which are characterized in that full expression about CTC implicit features in a detection image is mined by adopting an image detection technology based on deep learning, so that corresponding decoding is carried out based on the CTC implicit features; therefore, the background noise reduction of the image is effectively carried out, and the accuracy of the detection result is improved. 本申请涉及图像分析领域,其具体地公开了一种基于荧光显微镜的智能分析系统及其方法,其通过采用基于深度学习的图像检测技术挖掘出检测图像中关于CTC隐含特征的充分表达,以此来基于所述CTC隐含特征进行相应地解码,从而有效地进行图像的背景降噪,以提高检测结果的准确性。