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JP4789097B2 - Method and apparatus for measuring inner diameter of ferrule hole, etc. - Google Patents
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JP4789097B2 - Method and apparatus for measuring inner diameter of ferrule hole, etc. - Google Patents

Method and apparatus for measuring inner diameter of ferrule hole, etc. Download PDF

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Publication number
JP4789097B2
JP4789097B2 JP2001260007A JP2001260007A JP4789097B2 JP 4789097 B2 JP4789097 B2 JP 4789097B2 JP 2001260007 A JP2001260007 A JP 2001260007A JP 2001260007 A JP2001260007 A JP 2001260007A JP 4789097 B2 JP4789097 B2 JP 4789097B2
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Prior art keywords
hole
image data
virtual center
calculated
inner diameter
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JP2001260007A
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JP2003065729A (en
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寛仁 藤原
信一郎 池沢
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Seiko Instruments Inc
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Seiko Instruments Inc
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Description

【0001】
【発明の属する技術分野】
この発明は、光ファイバーコネクタ等に使用されるフェルールのファイバー挿通孔に代表される、微小な孔の内径測定方法および装置に関する。
【0002】
【従来の技術】
一般に、図4に示すように、ZrO2 等の材料からなるフェルール100には、光ファイバーを組み込むために、中心に直径125μm程の微小な孔200が開いている。この孔200の精度が光ファイバーコネクタの性能を決定する。そのため、孔200の高精度加工技術とともに、孔径の高精度測定技術が求められている。
【0003】
孔径の測定は、通常、次の方法が用いられている。
【0004】
そのひとつの方法は、フェルール100を正面から撮影し、撮像したフェルールの孔200の画像データを得、この画像データから最小自乗法を用いて円形の孔の中心と半径を算出して、これを孔径の測定値とする方法である。撮像した孔画像に特別の欠陥がなく、設計値に近い形状の孔画像である場合は、この最小自乗法による孔径測定は精度がよく、±0.02μm程度のばらつきで測定が可能である。
【0005】
ところで、フェルール100の孔加工工程では、孔の縁の欠け(図3(a)の10−2)等による孔ビツやゴミの付着(図3(a)の10−3)が発生することがある。
【0006】
このような孔ビツ10−2やゴミの付着10−3がある場合は、撮像した画像に、図3(a)に示すように、孔ビツやゴミの付着の像が加わり、いわゆる雑音情報となって、正確な孔径の測定はできなくなるという問題がある。
【0007】
一方、雑音情報が含まれる画像から円を抽出する方法として、一般に、ハフ(Hough)変換を用いる方法が知られている。この方法では、上記のような孔ビツ10−2やゴミの付着10−3がある孔200の画像10−1から、孔ビツ10−2やゴミの付着10−3による雑音情報を取り除いて、孔の中心、半径を求めることができる。しかし、この方法では、画像となる孔の全エッジ情報から孔の中心を求めることになるため、測定精度は測定装置の能力(分解能)に左右され、最小自乗法による測定と同じ環境において、真円に近いフェルールの孔を測定した場合でも、±0.5μm程度のばらつきがでる、という問題がある。
【0008】
すなわち、部分的孔ビツやゴミの付着による雑音情報がある場合、フェルールの孔の内径を±0.02μm程度の高精度で測定することは不可能であった。
【0009】
【発明が解決しようとする課題】
この発明は、以上の課題を解決するものであって、その目的は、孔ビツやゴミの付着のあるフェルール孔等の小径孔の内径を高精度で測定可能なフェルール孔等の内径測定方法および装置を提供するものである。
【0010】
【課題を解決するための手段】
上記目的を達成するために、この発明のフェルール孔の内径測定方法は、フェルールの孔を撮影する撮像工程と、上記撮影した孔の画像データにハフ変換を用いて上記孔の仮想中心を算出する仮想中心算出工程と、上記ハフ変換を用いて算出した孔の仮想中心から、上記孔の半径設計値に微小幅を持たせた一定幅の円環領域以外の領域をマスク領域とし、上記孔の画像データにマスク処理を行う画像処理工程と、上記孔の画像データのうち上記一定幅の円環領域に入る画像データを対象に最小自乗法を用いて上記孔の孔径と中心を算出する内径算出工程とを含み、上記円環領域の一定幅として、上記ハフ変換の精度の値を採用したことを特徴とするものである。
また、上記仮想中心算出工程において、上記撮影した孔の画像データを複数の画素単位に分割し、上記分割した複数の画素単位の中から上記孔の画像データの線分が存在する全ての画素単位について各線分の法線を算出し、上記算出した各線分の法線を対象にハフ変換を用いて上記孔の仮想中心を算出しても良い。
【0011】
また、この発明の小径の孔の内径測定方法は、小径の孔を撮影する撮像工程と、上記撮影した孔の画像データにハフ変換を用いて上記孔の仮想中心を算出する仮想中心算出工程と、上記ハフ変換を用いて算出した孔の仮想中心から、上記孔の半径設計値に微小幅を持たせた一定幅の円環領域以外の領域をマスク領域とし、上記孔の画像データにマスク処理を行う画像処理工程と、上記孔の画像データのうち上記一定幅の円環領域に入る画像データを対象に最小自乗法を用いて上記孔の孔径と中心を算出する内径算出工程とを含み、上記円環領域の一定幅として、上記ハフ変換の精度の値を採用したことを特徴とするものである。
また、上記仮想中心算出工程において、上記撮影した孔の画像データを複数の画素単位に分割し、上記分割した複数の画素単位の中から上記孔の画像データの線分が存在する全ての画素単位について各線分の法線を算出し、上記算出した各線分の法線を対象にハフ変換を用いて上記孔の仮想中心を算出しても良い。
【0012】
また、この発明のフェルール孔の内径測定装置は、フェルールの孔を撮影する撮像手段と、上記撮像手段により撮影した孔の画像データにハフ変換を用いて上記孔の仮想中心を算出する仮想中心算出手段と、上記仮想中心算出手段により算出した孔の仮想中心から上記孔の半径設計値に微小幅を持たせた一定幅の円環データを算出する円環データ算出手段と、上記円環データ算出手段により算出した円環データ以外の領域をマスク領域として上記孔の画像データにマスク処理を行うマスク処理手段と、上記孔の画像データのうち上記一定幅の円環データに含まれる画像データを対象に最小自乗法を用いて上記孔の孔径と中心を算出する内径算出手段とを具備し、上記円環データの一定幅として、上記ハフ変換の精度の値を採用したことを特徴とするものである。
また、上記仮想中心算出手段は、上記撮影した孔の画像データを複数の画素単位に分割し、上記分割した複数の画素単位の中から上記孔の画像データの線分が存在する全ての画素単位について各線分の法線を算出し、上記算出した各線分の法線を対象にハフ変換を用いて上記孔の仮想中心を算出しても良い。
【0013】
この発明においては、画像処理による孔の内径測定において、ゴミや、部分的欠損等の雑音情報を受けずに高精度の内径が得られる。
【0014】
【発明の実施の形態】
この発明のフェルール孔の内径測定に実施した一実施形態を図面を参照して説明する。
【0015】
図1は、この発明のフェルール孔の内径測定方法を示すフローチャート、図2は、この発明のフェルール孔の内径測定装置の構成を示すブロック図、図3は、この発明のフェルール孔の内径測定方法による測定プロセスを説明する説明図である。
【0016】
フェルール孔200の内径測定を行うには、先ず、フェルールを測定台上に載置し、その正面から孔200のエッジ10−1をCCDカメラ等の撮像手段1により撮影する(ステップ101、孔の画像撮像)。
【0017】
次に、ステップ102で、孔仮想中心算出手段2により、この撮影した孔200の画像データにハフ変換を用いて孔の仮想中心を求める。すなわち、ステップ102では、この実施形態では、5画素×5画素を単位としたメッシュで、撮影した孔の画像を分割し、孔の画像の線分が存在する全てのメッシュmijについて、その線分の法線を算出し、予め設定した設計上の孔の中心付近の仮想中心サーチ領域内のひとつひとつのメッシュについて、そこを通過する上記法線の数(法線通過頻度)kxyを計数する。
【0018】
図3(a)の加工された正規のエッジ部分10−1の法線は、仮想中心サーチ領域内の中央付近に集まる。また、欠損部分10−2の大部分の法線は、仮想中心サーチ領域を通過せず、図のゴミ付着部分10−3の法線は、図に示した形状のゴミの場合は、互いに平行線に近くなり、仮想中心サーチ領域内を通過しても、その中で1点に集中することがない。従って、法線通過頻度kxyは、エッジ部分10−1の法線が集中する部分で最大値を示すことになる。欠損部分10−2やゴミ付着部分10−3の形状によっては、これらの法線が仮想中心サーチ領域内で別の場所に集中して法線通過頻度kxyの極大値を示すことはあるが、最大値はエッジ部分10−1の法線が集中する部分となる。
【0019】
そこで、法線通過頻度kxyが最大値となったメッシュの中心をハフ変換による仮想中心30(図3(b))とする。
【0020】
この仮想中心30は、孔200の実際の中心に近いけれども、従来の技術で説明したように、±0.5μm程度のばらつきがでて、正確な中心とはずれていることが多い。そこで、次のプロセスを経て、より精度の高い内径測定を行う。
【0021】
加工された孔200の半径は、設計半径に近似しているはずである。そこで、この発明では、孔の画像データのうち、上記仮想中心から設計半径に近い画像データのみを採用して、この設計半径に近い画像データから最小自乗法で孔200の中心と半径を求めるのである。その方法を、以下に詳細に説明する。
【0022】
一般に、撮像による内径測定装置の測定精度の限界は、その撮像装置の分解能により定まり、被測定物のセッティングの再現性等によっても影響を受ける。フェルール内径測定の場合、現在の測定レベルでは、最小自乗法を用いた場合で、±0.02μm程度が限界となっている。
【0023】
上記の最小自乗法処理の対象とする画像データは、設計半径に極く近い範囲のものに絞るのが、精度向上のためには好ましいものであるけれども、ハフ変換で求められる精度が±0.5μmであり、±0.5μm程度のばらつきが生じるので、これよりも狭い範囲にまで絞っても、上記した測定精度の限界から、実際上無意味となる。
【0024】
そこで、この発明では、使用する測定装置の精度限界、すなわち、測定精度を確認しておき、この測定精度よりもやや大きい値、例えば、±0.5〜0.7μm(±R)を予め設定しておく。そして、図2の円環データ算出手段3において、孔仮想中心算出手段2により求められた仮想中心30と、上記±Rと、孔200の半径設計値4とから、孔200の半径設計値4に微小幅2Rを持たせた円環データを算出する(図1のステップ103、マスクパターン算出)。
【0025】
この円環データを使用して、孔画像マスク処理手段6では、図3(c)のように、円環40以外の領域をマスク領域50、60として上記画像の画像データにマスク処理を行う。これにより、マスクされない円環領域40内に、設計上の円20に近い部分の円弧で構成される孔10−4の画像データが得られる。
【0026】
この円環40に入る画像データは、ゴミ等の雑音情報を取り除いたことにより一部欠けていることが多いが、孔算出手段(内径算出手段)7において、これを対象に最小自乗法を用いて±0.02μm程の精度のよい孔径と中心を求めることができる(図1のステップ105、マスクされずに残った孔の画像から最小自乗法で孔を算出)。
【0027】
上述の実施の形態では、フェルールの孔の内径測定について説明したが、この発明は、その他の直径0.1〜1mm程度の小径の孔の内径測定にも適用して、ゴミ等による画像データの雑音情報を除去して高精度の測定を行うことができる。
【0028】
【発明の効果】
以上の説明により明らかなように、この発明は、フェルールの孔等の微小な孔を撮影し、この撮影した孔の画像データにハフ変換を用いて上記孔の仮想中心を求め、上記孔の仮想中心から上記孔の半径設計値に微小幅を持たせた円環以外の領域をマスク領域として上記画像の画像データにマスク処理を行い、上記画像データのうち上記円環に入る画像データを対象に最小自乗法を用いて孔径と中心を求めるようにしたから、ゴミの付着などによる雑音情報を除去して、微小孔の高精度な内径測定が可能となった。
【図面の簡単な説明】
【図1】この発明のフェルール孔の内径測定方法を示すフローチャート。
【図2】この発明のフェルール孔の内径測定装置の構成を示すブロック図。
【図3】(a)〜(d)は、この発明のフェルール孔の内径測定方法による測定プロセスを説明する説明図。
【図4】一般的なフェルールを示し、(a)は縦断面図、(b)は正面図。
【符号の説明】
1 撮像手段
2 孔過疎中心算出手段
3 円環データ算出手段
6 孔画像マスク処理手段
7 孔算出手段
10 孔画像
10−1 加工された孔のエッジ画像
10−2 欠損部の画像
10−3 ゴミ付着部の画像
10−4 マスクされない領域内の孔画像
20 設計上の円(内径)
30 仮想中心
40 マスクされない円環領域
50、60 マスク領域
70 (最小自乗法により)算出された孔
100 フェルール
200 孔
[0001]
BACKGROUND OF THE INVENTION
The present invention relates to a method and an apparatus for measuring the inner diameter of a minute hole represented by a fiber insertion hole of a ferrule used for an optical fiber connector or the like.
[0002]
[Prior art]
In general, as shown in FIG. 4, a ferrule 100 made of a material such as ZrO 2 has a small hole 200 having a diameter of about 125 μm at the center in order to incorporate an optical fiber. The accuracy of this hole 200 determines the performance of the optical fiber connector. Therefore, a high-precision measurement technique for the hole diameter is required together with a high-precision processing technique for the hole 200.
[0003]
The following methods are usually used for measuring the pore diameter.
[0004]
One method is to photograph the ferrule 100 from the front, obtain image data of the captured ferrule hole 200, calculate the center and radius of the circular hole from this image data using the least square method, This is a method of measuring the pore diameter. When the captured hole image has no special defect and is a hole image having a shape close to the design value, the hole diameter measurement by this least square method is accurate and can be measured with a variation of about ± 0.02 μm.
[0005]
By the way, in the hole drilling process of the ferrule 100, adhesion of hole bits and dust (10-3 in FIG. 3A) due to chipping of the edge of the hole (10-2 in FIG. 3A) may occur. is there.
[0006]
When there is such hole bit 10-2 or dust adhesion 10-3, as shown in FIG. 3A, an image of hole bit or dust adhesion is added to the captured image, so-called noise information and Thus, there is a problem that accurate measurement of the hole diameter becomes impossible.
[0007]
On the other hand, as a method for extracting a circle from an image including noise information, a method using Hough transform is generally known. In this method, noise information due to the hole bit 10-2 and dust adhesion 10-3 is removed from the image 10-1 of the hole 200 having the hole bit 10-2 and dust adhesion 10-3 as described above, The center and radius of the hole can be obtained. However, in this method, since the center of the hole is obtained from all edge information of the hole to be an image, the measurement accuracy depends on the capability (resolution) of the measuring device, and is true in the same environment as the measurement by the least square method. Even when a ferrule hole close to a circle is measured, there is a problem that variation of about ± 0.5 μm occurs.
[0008]
That is, in the case where there is noise information due to partial hole bits or dust adhesion, it is impossible to measure the inner diameter of the ferrule hole with a high accuracy of about ± 0.02 μm.
[0009]
[Problems to be solved by the invention]
The present invention solves the above-mentioned problems, and its object is to measure the inner diameter of a ferrule hole or the like capable of measuring the inner diameter of a small diameter hole such as a ferrule hole or the like having a hole bit or dust attached thereto, and A device is provided.
[0010]
[Means for Solving the Problems]
In order to achieve the above object, the method for measuring the inner diameter of a ferrule hole according to the present invention calculates an imaginary center of the hole by using an imaging process for photographing the hole of the ferrule and Hough transform on the image data of the photographed hole. From the virtual center calculation step and the virtual center of the hole calculated using the Hough transform, a region other than the circular region having a constant width having a minute width in the radius design value of the hole is set as a mask region, and the hole An image processing step for performing mask processing on the image data, and an inner diameter calculation for calculating the hole diameter and the center of the hole using the least square method with respect to the image data that falls within the circular region of the constant width among the image data of the hole. a step seen including, a constant width of the annular region, is characterized in adopting the values of the accuracy of the Hough transform.
Further, in the virtual center calculation step, the captured hole image data is divided into a plurality of pixel units, and all the pixel units in which the line segment of the hole image data exists from among the plurality of divided pixel units. It is also possible to calculate the normal center of each of the holes and calculate the virtual center of the hole by using the Hough transform for the calculated normal of each line segment.
[0011]
Further, the inner diameter measuring method of the small-diameter hole of the present invention includes an imaging step of photographing a small-diameter hole, and a virtual center calculating step of calculating a virtual center of the hole using Hough transform on the image data of the photographed hole. From the virtual center of the hole calculated using the Hough transform, a region other than the annular region having a constant width obtained by adding a minute width to the radius design value of the hole is set as a mask region, and mask processing is performed on the image data of the hole. an image processing step of performing, unrealized and inner diameter calculating step of calculating the pore diameter and the center of the hole by using a least squares method to the target image data into the annular region of the constant width of the image data of the hole The value of the accuracy of the Hough transform is adopted as the constant width of the annular region .
Further, in the virtual center calculation step, the captured hole image data is divided into a plurality of pixel units, and all the pixel units in which the line segment of the hole image data exists from among the plurality of divided pixel units. It is also possible to calculate the normal center of each of the holes and calculate the virtual center of the hole by using the Hough transform for the calculated normal of each line segment.
[0012]
The ferrule hole inner diameter measuring device according to the present invention includes an imaging means for photographing the hole of the ferrule, and a virtual center calculation for calculating the virtual center of the hole using Hough transform on the image data of the hole photographed by the imaging means. Means, annular data calculation means for calculating annular data of a constant width obtained by giving a minute width to the radius design value of the hole from the virtual center of the hole calculated by the virtual center calculating means, and the annular data calculation Mask processing means for performing mask processing on the image data of the hole using a region other than the annular data calculated by the means as a mask region, and image data included in the circular data of the constant width among the image data of the hole characterized by using a least square method; and a inner diameter calculating means for calculating the pore diameter and the center of the hole, a constant width of the annular data was adopted the value of the accuracy of the Hough transform It is intended to.
In addition, the virtual center calculation unit divides the image data of the photographed hole into a plurality of pixel units, and all the pixel units in which the line segment of the image data of the hole exists from the plurality of divided pixel units. It is also possible to calculate the normal center of each of the holes and calculate the virtual center of the hole by using the Hough transform for the calculated normal of each line segment.
[0013]
In the present invention, in the measurement of the inner diameter of the hole by image processing, a highly accurate inner diameter can be obtained without receiving noise information such as dust and partial defects.
[0014]
DETAILED DESCRIPTION OF THE INVENTION
An embodiment implemented for measuring the inner diameter of a ferrule hole of the present invention will be described with reference to the drawings.
[0015]
FIG. 1 is a flowchart showing a ferrule hole inner diameter measuring method according to the present invention, FIG. 2 is a block diagram showing the configuration of the ferrule hole inner diameter measuring apparatus according to the present invention, and FIG. 3 is a ferrule hole inner diameter measuring method according to the present invention. It is explanatory drawing explaining the measurement process by this.
[0016]
In order to measure the inner diameter of the ferrule hole 200, first, the ferrule is placed on a measuring table, and the edge 10-1 of the hole 200 is photographed from the front by the imaging means 1 such as a CCD camera (step 101, hole hole). Imaging).
[0017]
Next, in step 102, the hole virtual center calculation means 2 obtains the virtual center of the hole by using the Hough transform on the image data of the photographed hole 200. That is, in step 102, in this embodiment, the captured hole image is divided by a mesh in units of 5 pixels × 5 pixels, and the line m for all meshes m ij in which the line segment of the hole image exists is displayed. The normal of the minute is calculated, and the number of normals passing therethrough (normal passing frequency) k xy is counted for each mesh in the virtual center search area near the center of the preset design hole. .
[0018]
The normal line of the processed regular edge portion 10-1 in FIG. 3A gathers in the vicinity of the center in the virtual center search region. Further, most normal lines of the missing part 10-2 do not pass through the virtual center search region, and the normal lines of the dust adhering part 10-3 in the figure are parallel to each other in the case of dust having the shape shown in the figure. Even if it is close to a line and passes through the virtual center search area, it does not concentrate on one point. Accordingly, the normal passing frequency k xy has a maximum value at a portion where the normals of the edge portion 10-1 are concentrated. Depending on the shape of the missing portion 10-2 and the dust adhering portion 10-3, these normals may be concentrated at different locations in the virtual center search region and show the maximum value of the normal passing frequency k xy. The maximum value is a portion where the normal lines of the edge portion 10-1 are concentrated.
[0019]
Therefore, the center of the mesh where the normal passing frequency k xy has the maximum value is set as a virtual center 30 (FIG. 3B) by Hough transform.
[0020]
Although the virtual center 30 is close to the actual center of the hole 200, as described in the prior art, the virtual center 30 has a variation of about ± 0.5 μm and often deviates from the accurate center. Therefore, the inner diameter is measured with higher accuracy through the following process.
[0021]
The radius of the machined hole 200 should approximate the design radius. Therefore, in the present invention, only the image data close to the design radius from the virtual center is adopted out of the image data of the hole, and the center and radius of the hole 200 are obtained by the least square method from the image data close to the design radius. is there. The method will be described in detail below.
[0022]
In general, the limit of the measurement accuracy of the inner diameter measuring device by imaging is determined by the resolution of the imaging device, and is also affected by the reproducibility of the setting of the object to be measured. In the case of measuring the ferrule inner diameter, the current measurement level has a limit of about ± 0.02 μm when the least square method is used.
[0023]
Although it is preferable to reduce the image data to be subjected to the above least square method processing to a range very close to the design radius, the accuracy required by the Hough transform is ± 0. Since it is 5 μm and a variation of about ± 0.5 μm occurs, even if it is narrowed to a range narrower than this, it becomes practically meaningless due to the above-mentioned limit of measurement accuracy.
[0024]
Therefore, in the present invention, the accuracy limit of the measuring apparatus to be used, that is, the measurement accuracy is confirmed, and a value slightly larger than this measurement accuracy, for example, ± 0.5 to 0.7 μm (± R) is set in advance. Keep it. Then, in the annular data calculation means 3 of FIG. 2, the radius design value 4 of the hole 200 is calculated from the virtual center 30 obtained by the hole virtual center calculation means 2, the above ± R, and the radius design value 4 of the hole 200. Annulus data with a minute width 2R is calculated (step 103 in FIG. 1, mask pattern calculation).
[0025]
Using the ring data, the hole image mask processing means 6 performs mask processing on the image data of the image with the areas other than the ring 40 as the mask areas 50 and 60 as shown in FIG. Thereby, the image data of the hole 10-4 configured by the arc of the portion close to the designed circle 20 is obtained in the non-masked annular region 40.
[0026]
The image data entering the ring 40 is often partially missing due to removal of noise information such as dust, but the hole calculating means (inner diameter calculating means) 7 uses the least square method for this. Thus, it is possible to obtain a hole diameter and a center with high accuracy of about ± 0.02 μm (step 105 in FIG. 1, calculating the hole by the least square method from the image of the hole left unmasked).
[0027]
In the above-described embodiment, the inner diameter measurement of the hole of the ferrule has been described. However, the present invention is also applied to the inner diameter measurement of a small hole having a diameter of about 0.1 to 1 mm, and the image data of dust etc. Noise information can be removed and highly accurate measurement can be performed.
[0028]
【The invention's effect】
As is apparent from the above description, the present invention captures a virtual hole such as a ferrule hole, obtains a virtual center of the hole using Hough transform on the image data of the captured hole, and determines the virtual of the hole. Masking is performed on the image data of the image using a region other than the ring having a minute width from the center as a design value of the radius of the hole, and the image data entering the circle of the image data is targeted. Since the least square method was used to determine the hole diameter and center, noise information due to dust adhesion and the like was removed, enabling highly accurate inner diameter measurement of minute holes.
[Brief description of the drawings]
FIG. 1 is a flowchart showing a method for measuring the inner diameter of a ferrule hole according to the present invention.
FIG. 2 is a block diagram showing the configuration of a ferrule hole inner diameter measuring apparatus according to the present invention.
FIGS. 3A to 3D are explanatory views for explaining a measurement process by a method for measuring the inner diameter of a ferrule hole according to the present invention.
4A and 4B show a general ferrule, where FIG. 4A is a longitudinal sectional view, and FIG. 4B is a front view.
[Explanation of symbols]
DESCRIPTION OF SYMBOLS 1 Imaging means 2 Hole sparse center calculation means 3 Ring data calculation means 6 Hole image mask processing means 7 Hole calculation means 10 Hole image 10-1 Processed hole edge image 10-2 Defect portion image 10-3 Dust adhesion Image of part 10-4 Hole image in unmasked area 20 Design circle (inner diameter)
30 virtual center 40 non-masked annular region 50, 60 mask region 70 calculated by least square method 100 ferrule 200 hole

Claims (6)

フェルールの孔を撮影する撮像工程と、
上記撮影した孔の画像データにハフ変換を用いて上記孔の仮想中心を算出する仮想中心算出工程と、
上記ハフ変換を用いて算出した孔の仮想中心から、上記孔の半径設計値に微小幅を持たせた一定幅の円環領域以外の領域をマスク領域とし、上記孔の画像データにマスク処理を行う画像処理工程と、
上記孔の画像データのうち上記一定幅の円環領域に入る画像データを対象に最小自乗法を用いて上記孔の孔径と中心を算出する内径算出工程とを含み、
上記円環領域の一定幅として、上記ハフ変換の精度の値を採用した
ことを特徴とするフェルール孔の内径測定方法。
An imaging process for photographing the ferrule hole;
A virtual center calculation step of calculating a virtual center of the hole using Hough transform on the image data of the photographed hole;
From the virtual center of the hole calculated by using the Hough transform, a region other than a circular region having a constant width obtained by giving a minute width to the radius design value of the hole is set as a mask region, and mask processing is performed on the image data of the hole. Image processing steps to be performed;
Look including the inner diameter calculating step of calculating the pore diameter and the center of the hole by using a least squares method to the target image data into the annular region of the constant width of the image data of the hole,
A method for measuring the inner diameter of a ferrule hole, wherein the value of the accuracy of the Hough transform is adopted as the constant width of the annular region .
上記仮想中心算出工程において、
上記撮影した孔の画像データを複数の画素単位に分割し、
上記分割した複数の画素単位の中から上記孔の画像データの線分が存在する全ての画素単位について各線分の法線を算出し、
上記算出した各線分の法線を対象にハフ変換を用いて上記孔の仮想中心を算出する
ことを特徴とする請求項1に記載のフェルール孔の内径測定方法。
In the virtual center calculation step,
The image data of the photographed hole is divided into a plurality of pixel units,
The normal of each line segment is calculated for all pixel units in which the line segment of the image data of the hole exists from the plurality of divided pixel units,
The method for measuring the inner diameter of a ferrule hole according to claim 1, wherein the virtual center of the hole is calculated by using a Hough transform for the calculated normal line of each line segment.
小径の孔を撮影する撮像工程と、
上記撮影した孔の画像データにハフ変換を用いて上記孔の仮想中心を算出する仮想中心算出工程と、
上記ハフ変換を用いて算出した孔の仮想中心から、上記孔の半径設計値に微小幅を持たせた一定幅の円環領域以外の領域をマスク領域とし、上記孔の画像データにマスク処理を行う画像処理工程と、
上記孔の画像データのうち上記一定幅の円環領域に入る画像データを対象に最小自乗法を用いて上記孔の孔径と中心を算出する内径算出工程とを含み、
上記円環領域の一定幅として、上記ハフ変換の精度の値を採用した
ことを特徴とする小径の孔の内径測定方法。
An imaging process for photographing a small-diameter hole;
A virtual center calculation step of calculating a virtual center of the hole using Hough transform on the image data of the photographed hole;
From the virtual center of the hole calculated by using the Hough transform, a region other than a circular region having a constant width obtained by giving a minute width to the radius design value of the hole is set as a mask region, and mask processing is performed on the image data of the hole. Image processing steps to be performed;
Look including the inner diameter calculating step of calculating the pore diameter and the center of the hole by using a least squares method to the target image data into the annular region of the constant width of the image data of the hole,
A method for measuring the inner diameter of a small-diameter hole, wherein the value of the accuracy of the Hough transform is adopted as the constant width of the annular region .
上記仮想中心算出工程において、
上記撮影した孔の画像データを複数の画素単位に分割し、
上記分割した複数の画素単位の中から上記孔の画像データの線分が存在する全ての画素単位について各線分の法線を算出し、
上記算出した各線分の法線を対象にハフ変換を用いて上記孔の仮想中心を算出する
ことを特徴とする請求項3に記載の小径の孔の内径測定方法。
In the virtual center calculation step,
The image data of the photographed hole is divided into a plurality of pixel units,
The normal of each line segment is calculated for all pixel units in which the line segment of the image data of the hole exists from the plurality of divided pixel units,
The method for measuring an inner diameter of a small-diameter hole according to claim 3, wherein the virtual center of the hole is calculated using a Hough transform for the calculated normal line of each line segment.
フェルールの孔を撮影する撮像手段と、
上記撮像手段により撮影した孔の画像データにハフ変換を用いて上記孔の仮想中心を算出する仮想中心算出手段と、
上記仮想中心算出手段により算出した孔の仮想中心から上記孔の半径設計値に微小幅を持たせた一定幅の円環データを算出する円環データ算出手段と、
上記円環データ算出手段により算出した円環データ以外の領域をマスク領域として上記孔の画像データにマスク処理を行うマスク処理手段と、
上記孔の画像データのうち上記一定幅の円環データに含まれる画像データを対象に最小自乗法を用いて上記孔の孔径と中心を算出する内径算出手段とを具備し、
上記円環データの一定幅として、上記ハフ変換の精度の値を採用した
ことを特徴とするフェルール孔の内径測定装置。
Imaging means for photographing the ferrule hole;
Virtual center calculation means for calculating the virtual center of the hole using Hough transform on the image data of the hole imaged by the imaging means;
Annulus data calculating means for calculating annular data having a constant width by giving a minute width to the radius design value of the hole from the virtual center of the hole calculated by the virtual center calculating means;
Mask processing means for performing mask processing on the image data of the hole using a region other than the annular data calculated by the annular data calculation means as a mask region;
An inner diameter calculating means for calculating the hole diameter and the center of the hole using the least square method for the image data included in the circular data of the constant width among the image data of the hole ,
The ferrule hole inner diameter measuring device adopting the accuracy value of the Hough transform as the constant width of the ring data .
上記仮想中心算出手段は、
上記撮影した孔の画像データを複数の画素単位に分割し、
上記分割した複数の画素単位の中から上記孔の画像データの線分が存在する全ての画素単位について各線分の法線を算出し、
上記算出した各線分の法線を対象にハフ変換を用いて上記孔の仮想中心を算出する
ことを特徴とする請求項5に記載のフェルール孔の内径測定装置。
The virtual center calculation means is
The image data of the photographed hole is divided into a plurality of pixel units,
The normal of each line segment is calculated for all pixel units in which the line segment of the image data of the hole exists from the plurality of divided pixel units,
6. The ferrule hole inner diameter measuring device according to claim 5, wherein the virtual center of the hole is calculated using a Hough transform with respect to the calculated normal line of each line segment.
JP2001260007A 2001-08-29 2001-08-29 Method and apparatus for measuring inner diameter of ferrule hole, etc. Expired - Fee Related JP4789097B2 (en)

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