Cell detection method based on U-net network

Chenyang QIN; Jie YING; Haima YANG

doi:10.3969/j.issn.1005-5630.2021.01.001

Optical Instruments, Volume. 43, Issue 1, 1(2021)

Cell detection method based on U-net network

Chenyang QIN... Jie YING* and Haima YANG |Show fewer author(s)

School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

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In order to save time and researchers' energy, computers are used to assist in the detection of cells or nuclei. In this paper, a derivative network U-net of convolution neural network is combined with image processing to detect nucleus. The result shows that the accuracy is 0.82, the recall rate is 0.83, and the F index is 0.83, which has good recognition and segmentation effect.

Keywords

image processing neural network nuclear detection

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Chenyang QIN, Jie YING, Haima YANG. Cell detection method based on U-net network[J]. Optical Instruments, 2021, 43(1): 1

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