-
公开(公告)号:US20240160196A1
公开(公告)日:2024-05-16
申请号:US18283411
申请日:2022-03-25
Inventor: Yao ZHOU , Athul M. MATHEW , Ariel BECK , Chandra Suwandi WIJAYA , Nway Nway AUNG , Khai Jun KEK , Yuya SUGASAWA , Jeffry FERNANDO , Yoshinori SATOU , Hisaji MURATA
IPC: G05B19/418 , G05B13/02
CPC classification number: G05B19/41875 , G05B13/0265 , G05B2219/32368
Abstract: First, a plurality of models that predict categories of input data are pooled. At least one of the plurality of models is a model trained by machine learning. Next, each of a plurality of hybrid model candidates that judge the categories are created by selecting and combining two or more models from among the plurality of pooled models. Then, by comparing the plurality of hybrid model candidates, one of the plurality of hybrid model candidates is selected as a hybrid model.
-
公开(公告)号:US20220358638A1
公开(公告)日:2022-11-10
申请号:US17827183
申请日:2022-05-27
Inventor: Takanobu OJIMA , Jeffry FERNANDO , Hideto MOTOMURA
IPC: G06T7/00 , G06T7/50 , G06T7/90 , G06T7/40 , H04N5/225 , H04N5/232 , H04N5/247 , G01N21/88 , G01N21/25
Abstract: An inspection system includes an acquisition unit and a determination unit. The acquisition unit acquires an image representing a surface of an object. The determination unit performs color determination processing. The color determination processing is performed to determine a color of the surface of the object based on a plurality of conditions of reflection. The plurality of conditions of reflection are obtained from the image representing the surface of the object as acquired by the acquisition unit, and have a specular reflection component and a diffuse reflection component at respectively different ratios on the surface of the object.
-
公开(公告)号:US20210166370A1
公开(公告)日:2021-06-03
申请号:US16770537
申请日:2018-12-07
Inventor: Takanobu OJIMA , Jeffry FERNANDO , Hideto MOTOMURA
Abstract: An inspection system includes an acquisition unit and a determination unit. The acquisition unit acquires an image representing a surface of an object. The determination unit performs color determination processing. The color determination processing is performed to determine a color of the surface of the object based on a plurality of conditions of reflection. The plurality of conditions of reflection are obtained from the image representing the surface of the object as acquired by the acquisition unit, and have a specular reflection component and a diffuse reflection component at respectively different ratios on the surface of the object.
-
-