OBSERVATION DEVICE, OBSERVATION METHOD, AND OBSERVATION DEVICE CONTROL PROGRAM

    公开(公告)号:US20190072749A1

    公开(公告)日:2019-03-07

    申请号:US16177577

    申请日:2018-11-01

    Inventor: Takashi WAKUI

    Abstract: An observation device includes a stage, an imaging optical system that includes an objective lens, a detection section that includes displacement sensors that detect a vertical position of a cultivation container, an imaging optical system controller that controls the imaging optical system driving section to move the objective lens in an optical axis direction on the basis of the vertical position of the cultivation container, and a horizontal driving section that moves the stage in a main scanning direction and a sub-scanning direction and reciprocates the stage in the main scanning direction, in which the detection section detects the vertical position of the cultivation container at a forward position in a movement direction of the observation region with reference to the position of the observation region of the imaging optical system with respect to the cultivation container.

    IMAGE PROCESSING DEVICE
    12.
    发明申请

    公开(公告)号:US20170126930A1

    公开(公告)日:2017-05-04

    申请号:US15408249

    申请日:2017-01-17

    Inventor: Takashi WAKUI

    Abstract: An image processing device which generates a halftone image includes: an image size adjustment unit which adjusts a size of the input image; and a halftone processing unit which performs halftone processing on the input image size-adjusted to generate a halftone image, wherein: the image size adjustment unit adjusts the input image to a same size in two or more printing modes among the plurality of printing modes, and the input image of the same size is subjected to the halftone processing; the unit limits arrangement of dots constituting the halftone image to dot arrangeable places of a selected printing mode among the plurality of printing modes, and performs the halftone processing based on an error diffusion method using an error diffusion coefficient matrix according to the selected printing mode; and the functions performed by the image size adjustment unit and the halftone processing unit are achieved using a computer.

    MINI-BATCH LEARNING APPARATUS, OPERATION PROGRAM OF MINI-BATCH LEARNING APPARATUS, AND OPERATION METHOD OF MINI-BATCH LEARNING APPARATUS

    公开(公告)号:US20210304006A1

    公开(公告)日:2021-09-30

    申请号:US17346939

    申请日:2021-06-14

    Inventor: Takashi WAKUI

    Abstract: There is provided a mini-batch learning apparatus that learns a machine learning model for performing semantic segmentation, which determines a plurality of classes in an image in units of pixels, by inputting mini-batch data to the machine learning model, the apparatus including a calculation unit, a specifying unit, and a generation unit. The calculation unit calculates, from a learning input image and an annotation image which are sources of the mini-batch data, a first area ratio of each of the plurality of classes with respect to an entire area of the annotation image. The specifying unit specifies a rare class of which the first area ratio is lower than a first setting value. The generation unit generates the mini-batch data from the learning input image and the annotation image. The generation unit generates the mini-batch data in which a second area ratio of the rare class is equal to or higher than a second setting value higher than the first area ratio calculated by the calculation unit.

    MINI-BATCH LEARNING APPARATUS, OPERATION PROGRAM OF MINI-BATCH LEARNING APPARATUS, AND OPERATION METHOD OF MINI-BATCH LEARNING APPARATUS

    公开(公告)号:US20210287052A1

    公开(公告)日:2021-09-16

    申请号:US17336846

    申请日:2021-06-02

    Inventor: Takashi WAKUI

    Abstract: In a case where the operation program is started, a CPU of the mini-batch learning apparatus functions as a calculation unit, a specifying unit, and an evaluation unit. The calculation unit calculates an area ratio of each of a plurality of classes in mini-batch data. The specifying unit specifies, as a correction target class, a rare class of which the area ratio is lower than a setting value. The evaluation unit evaluates the class determination accuracy of the machine learning model by using a loss function. As correction processing, the evaluation unit sets a weight for a loss value of the rare class to be larger than a weight for a loss value of a class other than the rare class.

    MICROSCOPE APPARATUS AND IMAGE FORMING METHOD

    公开(公告)号:US20180224646A1

    公开(公告)日:2018-08-09

    申请号:US15946332

    申请日:2018-04-05

    Inventor: Takashi WAKUI

    CPC classification number: G02B21/14 G01N21/27 G02B21/086 G02B21/361 G02B27/52

    Abstract: The microscope apparatus includes: an illumination light irradiation unit that irradiates an object to be observed with illumination light for phase-contrast measurement; a transmission type display unit on which light, which is transmitted through the object to be observed due to irradiation with the illumination light for phase-contrast measurement, is incident; and an imaging unit that images the object to be observed by detecting the light transmitted through the transmission type display unit. The transmission type display unit displays patterns where transmission density varies for every light having a plurality of wavelengths included in the light transmitted through the object to be observed.

    CONDUCTIVE FILM MANUFACTURING METHOD, CONDUCTIVE FILM, AND RECORDING MEDIUM
    16.
    发明申请
    CONDUCTIVE FILM MANUFACTURING METHOD, CONDUCTIVE FILM, AND RECORDING MEDIUM 审中-公开
    导电薄膜制造方法,导电薄膜和记录介质

    公开(公告)号:US20150192853A1

    公开(公告)日:2015-07-09

    申请号:US14665615

    申请日:2015-03-23

    CPC classification number: G03F7/20 H01B13/003 H05K9/0086

    Abstract: Disclosed is a method for manufacturing a conductive film in which a mesh pattern comprising a wire material is provided on a base material. Also disclosed are a conductive film and a recording medium. Image data representing a mesh pattern is created on the basis of a plurality of selected positions. On the basis of said image data, an evaluation value which quantifies noise characteristics of the mesh pattern is computed. On the basis of the computed evaluation value and prescribed evaluation conditions, one image datum is chosen as an output image datum.

    Abstract translation: 公开了一种制造导电膜的方法,其中在基材上设置包括线材的网状图案。 还公开了导电膜和记录介质。 基于多个选定位置创建表示网格图案的图像数据。 基于所述图像数据,计算量化网格图案的噪声特性的评估值。 根据计算出的评估值和规定的评价条件,选择一个图像基准作为输出图像基准。

    IMAGING DEVICE, IMAGING METHOD AND IMAGING CONTROL PROGRAM

    公开(公告)号:US20190121058A1

    公开(公告)日:2019-04-25

    申请号:US16219193

    申请日:2018-12-13

    Inventor: Takashi WAKUI

    Abstract: Provided are an imaging device, an imaging method and an imaging control program which make it possible to shorten an imaging time, and to capture an image of each observation region at an appropriate focusing position regardless of the state of installation of a culture vessel on a stage. In a case where an observation target is imaged multiple times, a focusing position of an observation region within a culture vessel is detected by auto-focus control during first imaging, and the first imaging of each observation region is performed using the focusing position. Next, the focusing position of a reference position is detected by auto-focus control during second imaging subsequent to the first imaging, and the focusing position of each observation region detected in the first imaging is corrected on the basis of the detected focusing position and the focusing position of the reference position in the first imaging.

    CELL CULTURE DEVICE AND METHOD
    19.
    发明申请

    公开(公告)号:US20170191021A1

    公开(公告)日:2017-07-06

    申请号:US15462295

    申请日:2017-03-17

    Inventor: Takashi WAKUI

    Abstract: A cell culture device and a cell culture method that enable living tissues for transplantation having constant qualities to be stably supplied as products are provided. A plurality of cell culture portions that respectively culture a plurality of cell culture units; a maturity evaluation portion that respectively evaluates maturity of the respective cell culture units in the respective cell culture portions and a movement target cell determining portion that determines a cell culture unit that does not satisfy a predetermined condition as a target to be moved to another cell culture portion in a case where the cell culture unit of which maturity does not satisfy the predetermined condition among a plurality of cell culture units cultured in any one cell culture portion of the plurality of cell culture portions exists are provided.

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