JPH0594534A - Method for separating graphic - Google Patents

Method for separating graphic

Info

Publication number
JPH0594534A
JPH0594534A JP28044091A JP28044091A JPH0594534A JP H0594534 A JPH0594534 A JP H0594534A JP 28044091 A JP28044091 A JP 28044091A JP 28044091 A JP28044091 A JP 28044091A JP H0594534 A JPH0594534 A JP H0594534A
Authority
JP
Japan
Prior art keywords
graphic
picture element
contour
image
skeletonized
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP28044091A
Other languages
Japanese (ja)
Inventor
Koji Matsumoto
幸治 松本
Manabu Aisaka
学 逢坂
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Ezel Inc
Original Assignee
Ezel Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ezel Inc filed Critical Ezel Inc
Priority to JP28044091A priority Critical patent/JPH0594534A/en
Publication of JPH0594534A publication Critical patent/JPH0594534A/en
Pending legal-status Critical Current

Links

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  • Image Processing (AREA)
  • Image Analysis (AREA)

Abstract

PURPOSE:To obtain a graphic separating method capable of reproducing th original number of groups to be processed at its maximum while holding the features of graphic size. CONSTITUTION:The contours of respective graphic in a binary image are extracted, the contour graphics are stored, the binary image is skeletonized, the skeletonized graphic is binarized and expanded, and when a center picture element is a background picture element and plural uncontinued graphic picture elements exist in the periphery or when the center picture element is a picture element in the contour graphic at the time of expanding the image, the expansion of the center picture element is inhibited.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【産業上の利用分野】この発明は図形分離方法に係り、
例えば粒子解析における融合図形の分離に有効な図形分
離方法に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a graphic separation method,
For example, it relates to a figure separation method effective for separating fused figures in particle analysis.

【0002】[0002]

【従来技術】粒子解析においては、その粒子数、粒度分
布を正確に把握しなければならないが、入力系に対して
粒子が重なった状態の画像が入力されることが多く、取
込んだ画像において粒子相互を分離する必要がある。こ
こに、単なる図形分離であれば適当回数の図形の収縮に
よって実行可能であるが、このとき粒径データは失わ
れ、粒度分布の測定値は殆ど意味を持たない。また、岡
田稔他:”距離特徴を利用したデジタル図形分割の一手
法”,電子情報通信学会論文誌,J74−D−II,6,
pp.689−706(1991−06)には、分割個
数をあらかじめ設定して、距離特徴に基づく収縮により
図形分割を行う画像処理方法が提案されているが、一般
の粒子画像において1融合図形を構成する粒子数は不均
一であるとともに予測不能である。
2. Description of the Related Art In particle analysis, it is necessary to accurately grasp the number of particles and the particle size distribution. However, in many cases, an image in which particles are overlapped with an input system is input. It is necessary to separate the particles from each other. Here, simple figure separation can be performed by shrinking the figure a proper number of times, but at this time, the particle size data is lost, and the measured value of the particle size distribution has little meaning. Also, Minoru Okada et al .: "A method of segmenting digital figures using distance features", IEICE Transactions, J74-D-II, 6,
pp. 689-706 (1991-06) proposes an image processing method in which the number of divisions is set in advance and graphic division is performed by contraction based on the distance feature, but one fused figure is formed in a general particle image. The number of particles is non-uniform and unpredictable.

【0003】[0003]

【発明が解決しようとする課題】この発明はこのような
従来の問題点を解消すべく創案されたもので、図形サイ
ズの特徴を保存しつつ、処理対象の本来のグループ数を
最大限に再現し得る図形分離方法を提供することを目的
とする。
The present invention was devised to solve such conventional problems, and preserves the characteristics of the graphic size while maximizing the original number of groups to be processed. It is an object of the present invention to provide a method of separating figures that can be performed.

【0004】[0004]

【課題を解決する手段】この発明に係る図形分離方法
は、骨格図形の生成によりグループ数の再現を行い、こ
の骨格図形の膨張を行い、このとき原画像の輪郭を保存
し、かつ図形画素の新たな連結を防止することにより、
図形再融合を防止しつつ輪郭までの膨張を実行し、図形
サイズ特徴を再現するものである。
The figure separation method according to the present invention reproduces the number of groups by generating a skeleton figure, expands the skeleton figure, saves the contour of the original image, and By preventing new connections,
The feature size expansion is reproduced by expanding the contour while preventing the re-fusion of the feature.

【0005】[0005]

【作用】本発明によれば、融合図形を分離し、粒子解析
等に有効なデータを生成し得る。
According to the present invention, it is possible to separate fused figures and generate data effective for particle analysis and the like.

【0006】[0006]

【実施例】次にこの発明に係る図形分離方法の1実施例
を、図面に基づき説明する。まず、融合図形の原画像
(図2)を取り込み(ステップ1−1)、2値化する
(ステップ1−2)。次に、図3に示すように輪郭画像
を特定輝度値(例えば輝度値0)で登録する(ステップ
1−3)。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS An embodiment of the figure separating method according to the present invention will be described with reference to the drawings. First, the original image (FIG. 2) of the fused figure is taken in (step 1-1) and binarized (step 1-2). Next, as shown in FIG. 3, the contour image is registered with a specific luminance value (for example, luminance value 0) (step 1-3).

【0007】次にステップ1−2の2値画像を骨格化す
る。骨格化を施すと、まず融合図形の内小さい方の部分
Aの骨格aが生じ(図4)、更に骨格化を施すと大きい
方の部分Bの骨格bが生じる(図5)。この骨格化によ
り融合図形が分離され、本来のグループ数が再現され
る。この骨格化図形をステップ1−3の特定輝度値以外
の濃度で2値化する(ステップ1−5)。
Next, the binary image in step 1-2 is skeletonized. When the skeleton is applied, first, the skeleton a of the smaller portion A of the fused figure is generated (FIG. 4), and when the skeletonization is further applied, the skeleton b of the larger portion B is generated (FIG. 5). By this skeletonization, the fused figures are separated and the original number of groups is reproduced. This skeletonized figure is binarized with a density other than the specific luminance value in step 1-3 (step 1-5).

【0008】このような骨格化の処理により、原画像の
本来のグループ数は再現されるが、個々の粒子等の図形
の特徴、例えば粒径プロポーションは再現されていな
い。そこで、これらの各グループの特徴を次に再現す
る。この再現方法として前記輪郭図形を限界とする膨張
を行い、かつ膨張時の図形再融合を防止する。
By such a skeletonization process, the original number of groups of the original image is reproduced, but the graphic features such as individual particles, such as particle size proportion, are not reproduced. Therefore, the characteristics of each of these groups will be reproduced next. As a method of reproducing this, expansion is performed with the contour graphic as a limit, and graphic re-fusion when expansion is prevented.

【0009】再融合防止のために融合禁止領域を下記の
条件で抽出する(ステップ1−6)。図7の3x3コン
ボリューションの中心画素Eの周囲画素A、B、C、
D、F、G、H、Iの内、画素Cと画素Dは不連続であ
る。このような場合に中央画素Eに膨張処理を施すと、
それぞれ異なる図形の画素の可能性がある画素Cと画素
Dが連結し、分離図形が融合してしまうことがある。つ
まり、中央画素が背景画素でありかつ周囲に不連続な複
数の図形画素が存在するときは、中央画素は融合禁止領
域とし、その領域のマスク画像を生成するものである。
なお、この連結の判断においては、使用目的に応じて8
連結、4連結いずれかの判断方法を採用する。同様にス
テップ1−3で得た輪郭画像も融合禁止領域としてマス
ク画像を生成する(ステップ1−7)。
To prevent re-fusion, a fusion prohibited area is extracted under the following conditions (step 1-6). Surrounding pixels A, B, C of the central pixel E of the 3 × 3 convolution of FIG.
Among D, F, G, H, and I, the pixel C and the pixel D are discontinuous. In such a case, if the central pixel E is expanded,
Pixels C and D, which may be pixels of different figures, may be connected and the separated figures may merge. That is, when the central pixel is the background pixel and there are a plurality of discontinuous graphic pixels around the central pixel, the central pixel is set as the fusion prohibition region and a mask image of the region is generated.
In addition, depending on the purpose of use, 8
Either the connection method or the connection method will be used. Similarly, the contour image obtained in step 1-3 is also used as a fusion prohibition area to generate a mask image (step 1-7).

【0010】その後、これらのマスク領域以外に対し
て、ステップ1−5で求められた骨格化図形に基づき膨
張処理を施す(ステップ1−8)。マスク領域以外の全
領域について膨張処理が施されるまでステップ1−6か
らの処理が繰り返される(ステップ1−9)と、図6の
ように元の図形サイズの特徴を損なわない分離図形を得
ることが可能である。
Thereafter, expansion processing is applied to the areas other than these mask areas based on the skeletonized figure obtained in step 1-5 (step 1-8). When the processing from step 1-6 is repeated until the expansion processing is performed on all areas other than the mask area (step 1-9), a separated figure that does not impair the characteristics of the original figure size is obtained as shown in FIG. It is possible.

【0011】[0011]

【発明の効果】図形サイズの特徴を保存しつつ、処理対
象の本来のグループ数を最大限に再現した分離図形を得
るという効果を有する。
The present invention has an effect of obtaining a separated figure which maximizes the original number of groups to be processed while preserving the characteristics of the figure size.

【図面の簡単な説明】[Brief description of drawings]

【図1】本発明の1実施例を示すフローチャートであ
る。
FIG. 1 is a flowchart showing an embodiment of the present invention.

【図2】限融合画像の概念図である。FIG. 2 is a conceptual diagram of a limit fusion image.

【図3】輪郭画像の概念図である。FIG. 3 is a conceptual diagram of a contour image.

【図4】融合図形に骨格化処理を施した概念図である。FIG. 4 is a conceptual diagram in which a skeletalization process is performed on a fused figure.

【図5】融合図形に更に骨格化処理を施した概念図であ
る。
FIG. 5 is a conceptual diagram in which a fused figure is further subjected to skeletonization processing.

【図6】骨格化図形に膨張処理を施した概念図である。FIG. 6 is a conceptual diagram in which a skeletonized figure is subjected to expansion processing.

【図7】融合禁止領域を抽出する方法を説明するための
図である。
FIG. 7 is a diagram for explaining a method of extracting a fusion prohibited area.

Claims (1)

【特許請求の範囲】[Claims] 【請求項1】 2値画像における各図形の輪郭を抽出
し、この輪郭図形を保存し、前記2値画像を骨格化し、
この骨格図形を2値化した後に膨張し、この膨張に際し
て、中央画素が背景画素でありかつ周囲に不連続な複数
の図形画素が存在するとき、および中央画素が前記輪郭
図形の画素であるときに、その中央画素については膨張
を禁止することを特徴とする図形分離方法。
1. A contour of each figure in a binary image is extracted, the contour figure is stored, and the binary image is skeletonized.
When the skeleton figure is binarized and then expanded, when the central pixel is a background pixel and there are a plurality of discontinuous figure pixels in the surroundings, and when the central pixel is the contour figure pixel. In addition, a figure separation method characterized in that expansion of the central pixel is prohibited.
JP28044091A 1991-10-01 1991-10-01 Method for separating graphic Pending JPH0594534A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP28044091A JPH0594534A (en) 1991-10-01 1991-10-01 Method for separating graphic

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP28044091A JPH0594534A (en) 1991-10-01 1991-10-01 Method for separating graphic

Publications (1)

Publication Number Publication Date
JPH0594534A true JPH0594534A (en) 1993-04-16

Family

ID=17625086

Family Applications (1)

Application Number Title Priority Date Filing Date
JP28044091A Pending JPH0594534A (en) 1991-10-01 1991-10-01 Method for separating graphic

Country Status (1)

Country Link
JP (1) JPH0594534A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2026063510A1 (en) * 2024-09-20 2026-03-26 株式会社Niterra Materials Particle analysis method, granulated powder production method, and sintered body production method

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2026063510A1 (en) * 2024-09-20 2026-03-26 株式会社Niterra Materials Particle analysis method, granulated powder production method, and sintered body production method

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