Image processing device and storage medium for image processing

Patent metadata

Field	Value
Publication number	US-9384550-B2
Application number	US-201414902214-A
Country	US
Kind code	B2
Filing date	Mar 27, 2014
Priority date	Mar 27, 2014
Publication date	Jul 5, 2016
Grant date	Jul 5, 2016

Abstract

An image processing device extracts a candidate region and region information of the cell nucleus from a cell image (S 20 ), judges whether or not to correct the candidate region of the cell nucleus on the basis of the region information of the cell nucleus, and corrects the candidate region of the cell nucleus on the basis of the judged result (S 40 ).

First claim

The invention claimed is:

1. An image processing device for detecting a cell nucleus in a cell image in which the cell nucleus is stained, comprising:
a region-extracting unit to extract a candidate region and region information of the cell nucleus from the cell image;
an edge-extracting unit to extract an edge information of the cell nucleus from the cell image;
a judging unit to judge whether to integrate a plurality of the candidate regions or to divide one of the candidate regions, on the basis of the region information of the cell nucleus and the edge information of the cell nucleus; and
a correcting unit to correct the candidate region of the cell nucleus on the basis of a judgement result by the judging unit and to detect the cell nucleus.

2. The image processing device according to claim 1 , wherein the edge information includes at least one of edge intensity, edge angle, normal line direction of an edge, and curvature at an edge.

3. The image processing device according to claim 1 , wherein the judging unit
calculates or detects at least one of area, circularity, presence of a concave point, and presence of a nucleolus in the candidate region of the cell nucleus, on the basis of the region information of the cell nucleus;
calculates or detects at least one of presence of continuity of normal line directions of an edge, total value of angles of normal line directions of an edge, and curvature at an edge, on the basis of the edge information of the cell nucleus; and
judges whether to integrate a plurality of the candidate regions of the cell nucleus or to divide one of the candidate regions of the cell nucleus, on the basis of the calculated or detected results.

4. The image processing device according to claim 3 , wherein the correcting unit integrates a plurality of the candidate regions of a cell nucleus on the basis of at least one of
calculated result of area of the candidate regions of a cell nucleus;
calculated result of circularity of the candidate regions of the cell nucleus;
calculated or detected result of presence of continuity of normal line directions of an edge;
calculated or detected result of total value of angles of normal line directions of an edge; and
calculated or detected result of curvature at an edge.

5. The image processing device according to claim 3 , wherein the correcting unit divides one of the candidate regions on the basis of at least one of calculated or detected results of
area of candidate region of the cell nucleus;
circularity of candidate region of a cell nucleus;
presence of a concave point in the candidate region of the cell nucleus;
presence of a nucleolus in the candidate region of the cell nucleus;
presence of continuity of normal line directions of the edge;
total value of angles of normal line directions of an edge; and
curvature at the edge.

6. A non-transitory computer-readable storage medium including an image processing program for controlling a computer for detecting a cell nucleus in a cell image in which the cell nucleus is stained to function as:
a region-extracting unit to extract a candidate region and region information of the cell nucleus from the cell image;
an edge-extracting unit to extract an edge information of the cell nucleus from the cell image;
a judging unit to judge whether to integrate a plurality of the candidate regions or to divide one of the candidate regions, on the basis of the region information of the cell nucleus and the edge information of the cell nucleus; and
a correcting unit to correct the candidate region of the cell nucleus on the basis of a judgment result by the judging unit and to detect the cell nucleus.

Assignees

• Konica Minolta Inc

Inventors

• Mimura Yusuke
• Toyama Osamu

Classifications

• G06T7/0081

  Physics · mapped topic

• G01N33/4833

  of solid biological material, e.g. tissue samples, cell cultures (tissue in vivo A61B5/00; cell suspensions G01N33/48735) · CPC title

• G06T2207/30024

  Cell structures in vitro; Tissue sections in vitro · CPC title

• G06T7/60

  Analysis of geometric attributes · CPC title

• G06T7/0085

  Physics · mapped topic