首页> 外国专利> ENDOSCOPIC IMAGE LEARNING DEVICE, ENDOSCOPIC IMAGE LEARNING METHOD, ENDOSCOPIC IMAGE LEARNING PROGRAM, AND ENDOSCOPIC IMAGE RECOGNITION DEVICE

ENDOSCOPIC IMAGE LEARNING DEVICE, ENDOSCOPIC IMAGE LEARNING METHOD, ENDOSCOPIC IMAGE LEARNING PROGRAM, AND ENDOSCOPIC IMAGE RECOGNITION DEVICE

机译:内窥镜图像学习设备,内窥镜图像学习方法,内窥镜图像学习程序和内窥镜图像识别设备

摘要

An object is to provide an endoscopic image learning device, an endoscopic image learning method, an endoscopic image learning program, and an endoscopic image recognition device that appropriately learn a learning model for image recognition for recognizing an endoscopic image in which a treatment tool for an endoscope appears.;The object is achieved by an endoscopic image learning device including an image generation unit and a machine learning unit. The image generation unit generates a superimposed image where a foreground image in which a treatment tool for an endoscope is extracted is superimposed on a background-endoscopic image serving as a background of the foreground image, and the machine learning unit performs the learning of a learning model for image recognition using the superimposed image.
机译:一个目的是提供一种内窥镜图像学习装置,内窥镜图像学习方法,内窥镜图像学习程序以及内窥镜图像识别装置,其适当地学习用于识别内窥镜图像的图像识别的学习模型,其中,用于本发明的目的是通过一种内窥镜图像学习装置来实现的,该内窥镜图像学习装置包括图像生成单元和机器学习单元。图像生成单元生成叠加图像,其中将提取了用于内窥镜的治疗工具的前景图像叠加在用作前景图像的背景的背景内窥镜图像上,并且机器学习单元进行学习的学习。使用叠加图像进行图像识别的模型。

著录项

  • 公开/公告号US2020285876A1

    专利类型

  • 公开/公告日2020-09-10

    原文格式PDF

  • 申请/专利权人 FUJIFILM CORPORATION;

    申请/专利号US202016808409

  • 发明设计人 TOSHIHIRO USUDA;

    申请日2020-03-04

  • 分类号G06K9/20;G06K9/62;G06K9/40;G06N20;G16H30/40;A61B1;

  • 国家 US

  • 入库时间 2022-08-21 11:20:14

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