Invention Grant
- Patent Title: Endoscopic image learning device, endoscopic image learning method, endoscopic image learning program, and endoscopic image recognition device
-
Application No.: US17885568Application Date: 2022-08-11
-
Publication No.: US11978550B2Publication Date: 2024-05-07
- Inventor: Toshihiro Usuda
- Applicant: FUJIFILM Corporation
- Applicant Address: JP Tokyo
- Assignee: FUJIFILM Corporation
- Current Assignee: FUJIFILM Corporation
- Current Assignee Address: JP Tokyo
- Agency: JCIPRNET
- Priority: JP 19042740 2019.03.08
- Main IPC: G06V10/147
- IPC: G06V10/147 ; A61B1/00 ; A61B1/06 ; G06F18/214 ; G06N20/00 ; G06V10/774 ; G16H30/40

Abstract:
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.
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.
Public/Granted literature
Information query