IP Library Granted Patent US 12678025
Granted Patent B2
US 12678025 · App. 18/463,269 · Granted Jul 14, 2026

Endoscope image processing apparatus, endoscope image processing method, and endoscope image processing program for scene recognition

Inventor: Misaki Goto (Kanagawa, JP)
Assignee: FUJIFILM Corporation
A61B1/000096G06T7/0012G06V10/764G06V10/82G06V2201/03G06V2201/031
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Quick Facts
Patent No.
US 12678025
App. No.
18/463,269
Granted
Jul 14, 2026
Kind
B2
Abstract

In an endoscope image processing apparatus including a processor, the processor is configured to execute: an endoscope image acquiring process of acquiring a time-series endoscope image; a scene recognizing process of recognizing a scene based on the endoscope image; a scene-recognition-result retaining process of causing a retaining unit to retain a scene recognition result of the recognized scene; a magnification information acquiring process of acquiring magnification information from an endoscope system or the endoscope image, the magnification information being related to a magnification ratio of the endoscope image or whether or not the endoscope image is magnified; and an output control process of controlling and outputting the scene recognition result retained in the retaining unit based on the acquired magnification information.

Claims (52)

1 . An endoscope image processing apparatus comprising a processor,

wherein the processor is configured to execute:

an endoscope image acquiring process of acquiring a time-series endoscope image;

a scene recognizing process of recognizing a scene based on the endoscope image;

a scene-recognition-result retaining process of causing a retaining unit to retain a scene recognition result of the recognized scene;

a magnification information acquiring process of acquiring magnification information from an endoscope system or the endoscope image, the magnification information being related to a magnification ratio of the endoscope image or whether or not the endoscope image is magnified; and

an output control process of controlling and outputting the scene recognition result retained in the retaining unit based on the acquired magnification information,

wherein the output control process sets a scene recognition result to be ultimately output from the scene recognition result retained in the retaining unit, the scene recognition result to be ultimately output being set based on the magnification information and a method for setting the scene recognition result,

wherein the output control process outputs, if the endoscope image is determined as being observed in a magnified mode based on the magnification information, the scene recognition result retained in the retaining unit and corresponding to when the endoscope image is determined as being not observed in the magnified mode.

2 . The endoscope image processing apparatus according to claim 1 ,

wherein the scene-recognition-result retaining process causes the retaining unit to retain the magnification information together with the scene recognition result.

3 . The endoscope image processing apparatus according to claim 1 ,

wherein the scene-recognition-result retaining process causes the retaining unit to retain the scene recognition result on a time-series basis.

4 . The endoscope image processing apparatus according to claim 1 ,

wherein the processor is configured to perform a process of generating a display image in which the magnification information is added to a specific position other than a display region of the endoscope image, and

wherein the magnification information acquiring process acquires the magnification information by reading the magnification information at the specific position from the display image.

5 . The endoscope image processing apparatus according to claim 1 ,

wherein the magnification information acquiring process acquires the magnification information from the processor.

6 . The endoscope image processing apparatus according to claim 1 ,

wherein the output control process outputs a latest scene recognition result retained in the retaining unit when the endoscope image is determined as being not observed in the magnified mode based on the magnification information.

7 . The endoscope image processing apparatus according to claim 1 ,

wherein the scene-recognition-result retaining process causes the retaining unit to retain the scene recognition result on a time-series basis, the scene recognition result including a reliability level for each of a plurality of scenes, and

wherein the output control process outputs, as the scene recognition result, a scene to which a highest reliability level of the reliability levels of the respective scenes belongs, the scene being retained in the retaining unit when the endoscope image is determined as not being observed in the magnified mode based on the magnification information.

8 . The endoscope image processing apparatus according to claim 1 ,

wherein the scene-recognition-result retaining process causes the retaining unit to retain the scene recognition result on a time-series basis, the scene recognition result including a reliability level for each of a plurality of scenes, and

wherein the output control process calculates an average value of reliability levels for each scene and outputs, as the scene recognition result, a scene to which a largest average value of the average values belongs, the scene being retained in the retaining unit when the endoscope image is determined as not being observed in the magnified mode based on the magnification information.

9 . The endoscope image processing apparatus according to claim 1 ,

wherein the scene-recognition-result retaining process causes the retaining unit to retain the scene recognition result on a time-series basis, the scene recognition result including a reliability level for each of a plurality of scenes, and

wherein the output control process reduces a weight of the reliability level corresponding to when the endoscope image is determined as being observed in the magnified mode based on the magnification information among the reliability levels of the respective scenes retained on the time-series basis in the retaining unit, calculates an average load value of the reliability level of each scene, and outputs, as the scene recognition result, a scene to which a largest average load value of the average load values belongs.

10 . The endoscope image processing apparatus according to claim 1 ,

wherein the scene-recognition-result retaining process provides an upper limit for a retained number of scene recognition results obtained in the scene recognizing process and retained in the retaining unit, and deletes the scene recognition result retained in the retaining unit, starting from an older scene recognition result, when the retained number exceeds the upper limit.

11 . The endoscope image processing apparatus according to claim 1 ,

wherein the scene recognizing process recognizes, based on the endoscope image, at least one of a type of an organ within a body, a section of an organ within a body, presence or absence of Helicobacter pylori , a range diagnosis of a lesion, image quality, or whether or not an image is appropriate for an image diagnosis.

12 . An endoscope image processing method for causing a processor to execute a process comprising:

a step for acquiring a time-series endoscope image;

a scene recognizing step for recognizing a scene based on the endoscope image;

a scene-recognition-result retaining step for causing a retaining unit to retain a scene recognition result of the recognized scene;

a magnification information acquiring step for acquiring magnification information from an endoscope system or the endoscope image, the magnification information being related to a magnification ratio of the endoscope image or whether or not the endoscope image is magnified; and

an output control step for controlling and outputting the scene recognition result retained in the retaining unit based on the acquired magnification information,

wherein the output control step sets a scene recognition result to be ultimately output from the scene recognition result retained in the retaining unit, the scene recognition result being set based on the magnification information and a method for setting the scene recognition result,

wherein the output control step outputs, if the endoscope image is determined as being observed in a magnified mode based on the magnification information, the scene recognition result retained in the retaining unit and corresponding to when the endoscope image is determined as being not observed in the magnified mode.

13 . The endoscope image processing method according to claim 12 ,

wherein the scene-recognition-result retaining step causes the retaining unit to retain the magnification information together with the scene recognition result.

14 . The endoscope image processing method according to claim 12 ,

wherein the scene-recognition-result retaining step causes the retaining unit to retain the scene recognition result on a time-series basis.

15 . The endoscope image processing method according to claim 12 , further comprising:

a step for generating a display image in which the magnification information is added to a specific position other than a display region of the endoscope image, and

wherein the magnification information acquiring step acquires the magnification information by reading the magnification information at the specific position from the display image.

16 . The endoscope image processing method according to claim 12 , further comprising:

a step for generating a display image in which the magnification information is added to a specific position other than a display region of the endoscope image, and

wherein the magnification information acquiring step acquires the magnification information from the processor that adds the magnification information to the display image.

17 . A non-transitory, computer readable tangible storage medium storing a program for causing, when read by a computer, the computer to execute the endoscope image processing method according to claim 12 .