SYSTEMS AND METHODS FOR AUTOFOCUS AND AUTOMATED CELL COUNT USING ARTIFICIAL INTELLIGENCE

    公开(公告)号:US20220120664A1

    公开(公告)日:2022-04-21

    申请号:US17501506

    申请日:2021-10-14

    Abstract: Systems and methods for autofocus using artificial intelligence include (i) capturing a plurality of monochrome images over a nominal focus range, (ii) identifying one or more connected components within each monochrome image, (iii) sorting the identified connected components based on a number of pixels associated with each connected component, (iv) generating a focus quality estimate of at least a portion of the sorted connected components using a machine learning module, and (iv) calculating a target focus position based on the focus quality estimate of the evaluated connected components. The calculated target focus position can be used to perform cell counting using artificial intelligence, such as by (i) generating a seed likelihood image and a whole cell likelihood image based on output—a convolutional neural network and (ii) generating a mask indicative quantity and/or pixel locations of objects based on the seed likelihood image.

    OPTICAL QUICKMOUNT
    6.
    发明申请

    公开(公告)号:US20150260938A1

    公开(公告)日:2015-09-17

    申请号:US14728685

    申请日:2015-06-02

    Abstract: A filter wheel assembly includes a filter wheel and an optical assembly. The filter wheel includes a plurality of viewing openings. The optical assembly includes an optical element secured within an aperture of a housing. The optical assembly is securable to the filter wheel at a viewing opening by a magnetic force. An optical apparatus includes an optical assembly receiver and first and second optical assemblies. The first optical assembly is securable to the optical assembly receiver and the second optical assembly is securable to the first optical assembly by a magnetic force to align the optical assembly receiver and the optical assemblies.

    Abstract translation: 滤光轮组件包括滤光轮和光学组件。 滤光轮包括多个观察孔。 光学组件包括固定在壳体的孔内的光学元件。 光学组件通过磁力固定在观察开口处的滤光轮上。 光学装置包括光学组件接收器和第一和第二光学组件。 第一光学组件可固定到光学组件接收器,并且第二光学组件通过磁力固定到第一光学组件,以对准光学组件接收器和光学组件。

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