IP Library › Granted Patent US 10,231,600
Granted Patent B2
US 10,231,600 · App. 15/106,978 · Granted Mar 19, 2019

Image processing apparatus

Inventors: Yousuke Ikemoto (Tokyo, JP); Tadashi Minakuchi (Saitama, JP); Atsushi Komoro (Ibaraki, JP); Toshio Tachibana (Tokyo, JP); Noriko Ota (Saitama, JP)
Assignee: HOYA CORPORATION
A61B1/00009A61B1/0002A61B1/0005A61B1/00041A61B1/04A61B5/0084A61B5/1032G06T7/0012G06T7/11G06T2207/10024G06T2207/10068G06T2207/30096
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Quick Facts
Patent No.
US 10,231,600
App. No.
15/106,978
Granted
Mar 19, 2019
Kind
B2
Abstract

An image processing apparatus has a color image obtaining means configured obtain color image data representing a color image of biographic tissues, a lesion determining means configured to determine whether each pixel of the color image is of a lesion part based on the color image data, and a marking means configured to apply a mark indicating a position of the lesion part on the color image based on a result of determination, and the mark is configured such that the color image at a background of the mark can be seen.

Claims (62)

1. An image processing apparatus, comprising:

an imager configured to obtain color image data representing a color image of biological tissue;

a processor; and

a memory storing instructions that, when executed by the processor, cause the processor to perform operations including:

determining whether each pixel of the color image is of a lesion based on the color image data;

setting a predetermined imaging area including a pixel determined by the determining to be a pixel capturing a portion of the lesion; and

applying a mark indicating a position of the portion of the lesion on the color image based on a result of the determining, the applying including overlaying the mark on a part of the set predetermined imaging area such that at least a part of the portion of the lesion in the set predetermined imaging area is not hidden by the mark,

wherein the mark is configured such that the color image at a background of the mark can be seen.

2. The image processing apparatus according to claim 1 ,

wherein the determining comprises generating a score table including, as an element, a score representing a degree of severity of the lesion of the biological tissue per each pixel of the color image, and

wherein the applying includes applying the mark indicative of a position and the degree of severity of the lesion on the color image based on the score table.

3. The image processing apparatus according to claim 2 ,

wherein the applying includes:

setting a mask which is a process target area within the color image;

calculating a representative value of the score within the mask; and

applying the mark to the mask based on the representative value.

4. The image processing apparatus according to claim 3 ,

wherein the applying includes:

setting the mask having a predetermined initial size;

calculating the representative value regarding the mask having the predetermined initial size;

changing the size of the mask in accordance with the representative value; and

applying the mark such that the mark inscribes in the mark of which size has been changed.

5. The image processing apparatus according to claim 4 ,

wherein the initial size is a minimum size of the mask.

6. The image processing apparatus according to claim 3 ,

wherein the applying includes applying a corresponding number, that corresponds to the representative value, of the marks in the mask.

7. The image processing apparatus according to claim 3 ,

wherein the applying includes applying the marks on the color image causing the mask to scan within the color image.

8. The image processing apparatus according to claim 7 , wherein the applying includes setting the mask so as not to overlap another mask having been set.

9. The image processing apparatus according to claim 3 ,

where the representative value is one of an arithmetic mean value, a weighted average value, a median value, a maximum frequency value, and a root-mean-square value.

10. The image processing apparatus according to claim 2 ,

wherein the generating comprises:

converting a color space of the color image data to another color space having one coordinate indicating intensity or brightness and two coordinates indicating color quality; and

calculating the score per each pixel based on a quality of color of each pixel of the color image data.

11. The image processing apparatus according to claim 10 ,

wherein the generating further comprises executing a color enhancement processing to enhance contrast of the color quality at a boundary area within a pixel range value which is significant in the lesion, and

wherein the calculating the score includes calculating the score of each pixel based on the pixel values after the color enhancement processing has been executed.

12. The image processing apparatus according to claim 10 ,

wherein the calculating the score includes calculating the score of each pixel based on a distance to a reference point in a hue-saturation space or a chromaticity space.

13. The image processing apparatus according to claim 12 , wherein:

the lesion is an area of inflammation; and

the reference point is a blood color.

14. The image processing apparatus according to claim 1 ,

wherein the mark is a symbolic character.

15. The image processing apparatus according to claim 1 ,

wherein the mark is a color having transparency.

16. The image processing apparatus according to claim 2 ,

wherein the mark includes contour lines degree according to the degree of severity of the lesion.

17. The image processing apparatus according to claim 1 ,

wherein the color image is an image taken by an electronic endoscope.

18. An image processing apparatus, comprising:

an imager configured to obtain color image data representing a color image of biological tissue;

a processor; and

a memory storing instructions that, when executed by the processor, cause the processor to perform operations including:

determining whether each pixel of the color image is of a lesion based on the color image data, and generating a score table including, as an element, a score representing a degree of severity of the lesion of the biological tissue per each pixel of the color image; and

applying a mark indicating a position and the degree of severity of the lesion on the color image based on the score table, the applying including:

setting a mask which is a process target area within the color image,

calculating a representative value of the score within the mask, and

applying the mark to the mask based on the representative value,

wherein the mark is configured such that the color image at a background of the mark can be seen, and

wherein the representative value is one of an arithmetic mean value, a weighted average value, a median value, a maximum frequency value, and a root-mean-square value.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 21, 2016
From: IKEMOTO, YOUSUKE; MINAKUCHI, TADASHI; KOMORO, ATSUSHI; TACHIBANA, TOSHIO; OTA, NORIKO
To: HOYA CORPORATION
Reel/Frame 038975/0371 →
Priority Claims (1)
JP 2015-032714 · Feb 23, 2015 · national
Continuity (1)
Related Publication 20170112353A1 · Apr 27, 2017
Cited By (3)
US 12,347,123 US 12,414,704 US 12,482,116