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Cell counting method and related device

A cell counting and counting value technology, which is applied in calculation, image data processing, computer parts, etc., can solve the problem that the cell counting method is difficult to apply, and achieve good adaptability

Pending Publication Date: 2022-05-13
SHANGHAI TENTH PEOPLES HOSPITAL +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the diversity, complexity and particularity of cell counting requirements, existing cell counting methods are difficult to apply

Method used

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  • Cell counting method and related device
  • Cell counting method and related device
  • Cell counting method and related device

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Embodiment Construction

[0049] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments. Note that the aspects described below in conjunction with the drawings and specific embodiments are only exemplary, and should not be construed as limiting the protection scope of the present invention.

[0050] like figure 1 shown. The embodiment of the present application provides a cell counting method, comprising:

[0051] S100, input an original image.

[0052] S200, reasoning is performed by using a cascaded semantically coupled self-attention network model, where the cascaded semantically coupled self-attention network model is a double-input double-output structure of semantics and features.

[0053] S300, outputting a count value.

[0054] like figure 2 As shown, the processing flow of the cascaded semantically coupled self-attention network model includes:

[0055] S210, generating several pixel image blocks and semantic image ...

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Abstract

The invention provides a cell counting method and a related device. The method comprises the following steps: inputting an original image; reasoning by utilizing a cascaded semantic coupling self-attention network model; outputting a count value; wherein the cascading semantic coupling self-attention network model is of a double-input double-output structure of semantics and features. According to the method and the device, cell counting is carried out by adopting the cascaded semantic coupling self-attention network, the network backbone forms a semantic and feature double-in and double-out structure, and the semantic flow can migrate the processing skill of difficult counting caused by cell overlapping and extrusion in conventional cell counting; the feature flow can aim at the appearance and texture features of specific types of cells, so that various and complex cell counting requirements can be met, and good adaptability is brought.

Description

technical field [0001] The invention relates to cell counting technology, in particular to a cell counting method and related devices. Background technique [0002] In the work of cell culture, it is often necessary to understand the living state of cells and to identify whether the cells are dead or alive. Therefore, it is necessary to count specific types of cells to facilitate the determination of the living conditions of specific types of cells. Due to the diversity, complexity and particularity of cell counting requirements, existing cell counting methods are difficult to apply. Contents of the invention [0003] The purpose of the present invention is to provide a cell counting method and related devices with better adaptability. [0004] A brief summary of one or more aspects is presented below to provide a basic understanding of these aspects. This summary is not an exhaustive overview of all contemplated aspects and is intended to neither identify key or critica...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/11G06K9/62G06V10/774
CPCG06T7/0002G06T7/11G06T7/0012G06T2207/30242G06T2207/20081G06T2207/30024G06F18/214
Inventor 程忠平罗宁潘颖达
Owner SHANGHAI TENTH PEOPLES HOSPITAL
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