METHOD FOR CREATING COLOR PREDICTION MODEL, COLOR PREDICTION MODEL CREATION APPARATUS, PRINTING SYSTEM, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM

    公开(公告)号:US20250139524A1

    公开(公告)日:2025-05-01

    申请号:US18926364

    申请日:2024-10-25

    Abstract: A method of creating a color prediction model includes (a) acquiring color chart data representing N color patch groups; (b) a process of executing an accuracy calculation process sequentially while increasing an integer n, the process including (i) creating n tentative training datasets corresponding to n color patch groups using a predicted spectral reflectance predicted by a simple color prediction model, (ii) creating the tentative color prediction model by training the color prediction model with n tentative training datasets, and (iii) calculating a prediction accuracy of the tentative color prediction model; (c) a process of determining a number nc of color patch groups suitable for training the color prediction model using a relationship between the integer n and the prediction accuracy; (d) executing printing and measurement of spectral reflectances for the nc color patch groups, and creating training data including measurement results of the spectral reflectances; and (e) performing training of the color prediction model.

    PRINT MEDIUM IDENTIFICATION METHOD AND PRINT MEDIUM IDENTIFICATION SYSTEM

    公开(公告)号:US20230264908A1

    公开(公告)日:2023-08-24

    申请号:US18165224

    申请日:2023-02-06

    CPC classification number: B65H7/02 B65H2511/413 B65H2511/416

    Abstract: The print medium identification method includes (a) a step of obtaining first physical property information about a print medium, (b) a step of obtaining second physical property information which is different from the first physical property information about the print medium, (c) a step of obtaining first discrimination information for discriminating a type of print medium by inputting the first physical property information to a first discriminator, (d) a step of obtaining second discrimination information for discriminating the type of print medium by inputting second physical property information to a second discriminator, and (e) a step of identifying the type of print medium by using the first discrimination information and the second discrimination information.

    COLOR PREDICTION MODEL CREATION DEVICE, COLOR PREDICTION MODEL CREATION SYSTEM AND COLOR PREDICTION MODEL CREATION METHOD

    公开(公告)号:US20210297557A1

    公开(公告)日:2021-09-23

    申请号:US17202479

    申请日:2021-03-16

    Inventor: Yuko YAMAMOTO

    Abstract: A color prediction model creation device configured to create a color prediction model for predicting color values of a device-independent color system from an ink amount set includes: a first color prediction model creation unit configured to acquire a first spectral reflectance of a color chart printed on a first printing medium by using a first ink amount set, and create a first color prediction model for the first printing medium by learning a correspondence relationship between the first ink amount set and the first spectral reflectance; and a second color prediction model creation unit configured to acquire a second spectral reflectance of a color chart printed on a second printing medium by using a second ink amount set having a smaller number of combinations than that of the first ink amount set, and create a second color prediction model for the second printing medium by learning using the second ink amount set, the second spectral reflectance and the first color prediction model.

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