Explainable cervical cell image rapid hierarchical recognition method and system
A cervical cell and identification method technology, which is applied in the field of cervical cell image rapid classification identification method and system, and achieves the effect of reducing false identification and leakage identification.
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[0031] The preferred embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings, so that the advantages and features of the present invention can be more easily understood by those skilled in the art, so as to define the protection scope of the present invention more clearly.
[0032] like figure 1 As shown, an interpretable cervical cell image rapid grading recognition method, the method includes:
[0033] Step 1) Perform preprocessing on the segmented cervical cell image: in order to match the input data format of the two-stream convolutional neural network, first scan the segmented cervical cell area, and fill in the cell boundary pixel value, the cell The pixel values outside the boundary are filled with 0, and then the cell image after filling the pixel values is uniformly normalized to a pixel value size of 256*256;
[0034] Step 2) judge whether the above-mentioned cell image is a single cell, if yes, go to ...
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