IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND COMPUTER PROGRAM PRODUCT

• US 20100278425A1
• Filed: 10/30/2009
• Published: 11/04/2010
• Est. Priority Date: 04/30/2009
• Status: Abandoned Application

• Current Assignee: Riken
• Original Assignee: Riken
• Inventors: Yokota, Hideo, TAKEMOTO, Satoko
• Application Number:
  US12/609,468
• Publication Number:
  US 20100278425A1
• Time in Patent Office: Days
• US Class Current: 382/173
• CPC Class Codes: G06T 2207/10056 Microscopic image
• CPC Class Codes: G06T 2207/30024 Cell structures in vitro; Tissue sections in vitro
• CPC Class Codes: G06T 7/10 Segmentation; Edge detection motion-based segmentation G06T7/215

Abstract

An image processing apparatus, method and computer program that controls so that an image of image data is displayed on a display unit, controls so that a region of interest is indicated on the displayed image to acquire image data of the region of interest, generates an extraction region extracted from the image data by using each of the image segmentation algorithms to acquire the image data of the extraction region, calculates similarity by comparing the image data of the extraction region with the image data of the region of interest to select the image segmentation algorithm having highest similarity, and outputs image data extracted using the selected image segmentation algorithm to the display unit.

Claims

1. An image processing apparatus, comprising:

a storage unit; and

a control unit;

wherein the storage unit stores a plurality of image segmentation algorithms and image data, and

wherein the control unit includes;

a first image outputting unit that controls so that an image of the image data is displayed on a display unit,

a region acquiring unit that controls so that a region of interest is indicated through an input unit on the image displayed on the display unit to acquire the image data of the region of interest,

an image segmenting unit that generates an extraction region extracted from the image data by using each of the image segmentation algorithms stored in the storage unit to acquire the image data of the extraction region,

an image segmentation algorithm selecting unit that calculates similarity by comparing the image data of the extraction region with the image data of the region of interest to select the image segmentation algorithm that has the highest similarity, and

a second image outputting unit that outputs the image data of a region extracted by using the selected image segmentation algorithm to the display unit.

2. The image processing apparatus according to claim 1, wherein the input unit is a pointing device, and

wherein the region acquiring unit permits a user to trace a contour of a region that the user indicates on the image through the pointing device to acquire the region of interest.

3. The image processing apparatus according to claim 1, wherein the image segmentation algorithm selecting unit calculates similarity between feature quantities of shape and texture quantified from the image data of the extraction region and those from the image data of the region of interest.

4. The image processing apparatus according to claim 3, wherein the image segmentation algorithm selecting unit represents the feature quantity by a vector.

5. The image processing apparatus according to claim 4, wherein the image segmentation algorithm selecting unit represents each component of the vector by a complex number or a real number.

6. The image processing apparatus according to claim 4, wherein the image segmentation algorithm selecting unit represents the feature quantity of the shape by a multi-dimensional vector.

7. The image processing apparatus according to claim 4, wherein the image segmentation algorithm selecting unit represents the feature quantity of the texture by a multi-dimensional vector.

8. An image processing method executed by an information processing apparatus including a storage unit, and a control unit, wherein the storage unit stores a plurality of image segmentation algorithms and image data, the method comprising:

(i) a first image outputting process of controlling so that an image of the image data is displayed on a display unit;

(ii) a region acquiring process of controlling so that a region of interest is indicated through an input unit on the image displayed on the display unit to acquire the image data of the region of interest;

(iii) an image segmenting process of generating an extraction region extracted from the image data by using each of the image segmentation algorithms stored in the storage unit to acquire the image data of the extraction region;

(iv) an image segmentation algorithm selecting process of calculating similarity by comparing the image data of the extraction region with the image data of the region of interest to select the image segmentation algorithm that has the highest similarity; and

(v) a second image outputting process of outputting the image data of a region extracted by using the selected image segmentation algorithm to the display unit,

wherein the processes (i) to (v) are executed by the control unit.

9. The image processing method according to claim 8, wherein the input unit is a pointing device, and

wherein at the region acquiring process, the control unit permits a user to trace a contour of a region that the user indicates on the image through the pointing device to acquire the region of interest.

10. The image processing method according to claim 8, wherein at the image segmentation algorithm selecting process, the similarity is calculated between feature quantities of shape and texture quantified from the image data of the extraction region and those from the image data of the region of interest.

11. A computer program product having a computer readable medium including programmed instructions for a computer including a storage unit, and a control unit, wherein the storage unit stores a plurality of image segmentation algorithms and image data, and wherein the instructions, when executed by the computer, cause the computer to perform:

(i) a first image outputting process of controlling so that an image of the image data is displayed on a display unit;

(ii) a region acquiring process of controlling so that a region of interest is indicates through an input unit on the image displayed on the display unit to acquire the image data of the region of interest;

(iii) an image segmenting process of generating an extraction region extracted from the image data by using each of the image segmentation algorithms stored in the storage unit to acquire the image data of the extraction region;

(iv) an image segmentation algorithm selecting process of calculating similarity by comparing the image data of the extraction region with the image data of the region of interest to select the image segmentation algorithm that has the highest similarity; and

(v) a second image outputting process of outputting the image data of a region extracted by using the selected image segmentation algorithm to the display unit, and

wherein the processes (i) to (v) are executed by the control unit.

12. The computer program product according to claim 11,

wherein the input unit is a pointing device, and wherein at the region acquiring process, the control unit permits a user to trace a contour of a region that the user indicates on the image through the pointing device to acquire the region of interest.

13. The computer program product according to claim 11, wherein at the image segmentation algorithm selecting process, the similarity is calculated between feature quantities of shape and texture quantified from the image data of the extraction region and those from the image data of the region of interest.