JPH04364450A - Defect inspecting and identifying apparatus - Google Patents
Defect inspecting and identifying apparatusInfo
- Publication number
- JPH04364450A JPH04364450A JP3140289A JP14028991A JPH04364450A JP H04364450 A JPH04364450 A JP H04364450A JP 3140289 A JP3140289 A JP 3140289A JP 14028991 A JP14028991 A JP 14028991A JP H04364450 A JPH04364450 A JP H04364450A
- Authority
- JP
- Japan
- Prior art keywords
- inspected
- defect
- processing device
- density
- image
- 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
Links
- 230000007547 defect Effects 0.000 title claims abstract description 47
- 238000007689 inspection Methods 0.000 claims abstract description 34
- 238000003384 imaging method Methods 0.000 claims description 21
- 238000005286 illumination Methods 0.000 claims description 16
- 238000010586 diagram Methods 0.000 description 13
- 238000000034 method Methods 0.000 description 5
- 230000005856 abnormality Effects 0.000 description 4
- 238000001514 detection method Methods 0.000 description 3
- 238000013139 quantization Methods 0.000 description 2
- 241000282412 Homo Species 0.000 description 1
- 101000582320 Homo sapiens Neurogenic differentiation factor 6 Proteins 0.000 description 1
- 102100030589 Neurogenic differentiation factor 6 Human genes 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000000790 scattering method Methods 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 239000000126 substance Substances 0.000 description 1
- 230000037303 wrinkles Effects 0.000 description 1
Abstract
Description
【0001】0001
【産業上の利用分野】本発明は、テープ、フイルム等の
表面に存在する欠陥を検査・識別する装置に関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an apparatus for inspecting and identifying defects on the surface of tapes, films, etc.
【0002】0002
【従来の技術】従来、表面に存在する欠陥を検出する装
置として、例えば、特開昭55−70732号公報に示
す如く、被検査体の表面にHe−Neレーザー光を照射
し、これが表面の凹凸によって、任意方向に散乱される
程度により表面状態を検査するものがある。2. Description of the Related Art Conventionally, a device for detecting defects existing on a surface has been used, for example, as shown in Japanese Patent Laid-Open No. 55-70732, which irradiates the surface of an object to be inspected with a He-Ne laser beam. There is a method for inspecting the surface condition based on the degree to which light is scattered in arbitrary directions due to unevenness.
【0003】0003
【発明が解決しようとする問題点】しかしながら、上記
従来の光照射−散乱方式による表面状態検査装置には、
下記の問題点がある。[Problems to be Solved by the Invention] However, the above-mentioned conventional surface condition inspection apparatus using the light irradiation-scattering method has the following problems:
There are the following problems.
【0004】■光学系が複雑であり、装置が大型となる
。■ライン方向に流れるスジ状の欠陥の検出能が低い。
■検出結果と、人間の目でとらえた感覚が必ずしも一致
しない。(2) The optical system is complicated and the device becomes large. ■Poor detection ability for streak-like defects flowing in the line direction. ■Detection results do not necessarily match the sense perceived by the human eye.
【0005】■広幅のテープ、フイルム等を検査する場
合、両端部での検出能力が低い。■感度を高く設定する
と、テープ表面にあるパルプによる異物等欠陥とならな
い物までも検出してしまう場合がある。(2) When inspecting wide tapes, films, etc., the detection ability at both ends is low. ■If the sensitivity is set high, even non-defects may be detected, such as foreign substances due to pulp on the tape surface.
【0006】本発明の欠陥検査・識別装置は、コンパク
トな装置構成により、欠陥の状態を人間の目に近い状態
で、確実に検査する事を目的とする。[0006] The defect inspection/identification apparatus of the present invention aims to reliably inspect the state of defects in a state similar to that seen by the human eye, using a compact device configuration.
【0007】[0007]
【問題点を解決するための手段】本発明1の欠陥検査・
識別装置は、被検査体の表面を照明する照明装置と、被
検査体の表面を撮像する撮像装置と、撮像装置の撮像結
果に基づいて被検査体の表面状態を検査する処理装置と
、処理装置の検査結果を出力する出力部とを有して構成
される表面欠陥検査装置であって、被検査体に対し上面
斜め横方向から投光し、その反射光を被検査体上面から
撮像し、処理装置は、画像両端の各々の平均濃度から照
明による濃度勾配を補正し、補正した濃度プロファイル
から極大、極小値及びそれらの位置を求め、極大、極小
値の差と位置差より欠陥を検査、識別する事を特徴とす
る欠陥検査・識別装置である。[Means for solving the problem] Defect inspection of the present invention 1
The identification device includes an illumination device that illuminates the surface of the object to be inspected, an imaging device that images the surface of the object to be inspected, a processing device that inspects the surface condition of the object to be inspected based on the imaging result of the imaging device, and a processing device that A surface defect inspection device comprising an output section that outputs the inspection results of the device, and emits light from the upper side of the object to be inspected diagonally from the side, and images the reflected light from the upper surface of the object to be inspected. , the processing device corrects the density gradient caused by illumination from the average density at each end of the image, determines the maximum and minimum values and their positions from the corrected density profile, and inspects defects from the difference between the maximum and minimum values and the position difference. This is a defect inspection/identification device that is characterized by the ability to identify defects.
【0008】又、本発明2の欠陥検査・識別装置は、被
検査体の表面を照明する照明装置と、被検査体の表面を
撮像する撮像装置と、撮像装置の撮像結果に基づいて被
検査体の表面状態を検査する処理装置と、処理装置の検
査結果を出力する出力部とを有して構成される表面欠陥
検査装置であって、被検査体に対し上面斜め横方向から
投光し、その反射光を被検査体上面から撮像し、処理装
置は、画像両端の各々の平均濃度から照明による濃度勾
配を補正し、補正した濃度プロファイルからその平均値
を求め、予め定めたしきい値1以上の信号が存在する場
合欠陥ありと判定し、予め定めたしきい値2以下の信号
と、前記補正した濃度プロファイルを比較することによ
り欠陥の種類を識別する事を特徴とする欠陥検査・識別
装置である。[0008] The defect inspection/identification device according to the second aspect of the present invention also includes an illumination device that illuminates the surface of the object to be inspected, an imaging device that images the surface of the object to be inspected, and a device that detects the object to be inspected based on the imaging result of the imaging device. This is a surface defect inspection device comprising a processing device for inspecting the surface condition of a body and an output section for outputting the inspection results of the processing device, and the device projects light from diagonally horizontally on the top surface of the object to be inspected. , the reflected light is imaged from the top surface of the object to be inspected, and the processing device corrects the density gradient due to illumination from the average density at each end of the image, calculates the average value from the corrected density profile, and sets it to a predetermined threshold value. Defect inspection characterized in that if one or more signals are present, it is determined that there is a defect, and the type of defect is identified by comparing the signal with a predetermined threshold value of 2 or less and the corrected concentration profile. It is an identification device.
【0009】[0009]
【作用】本発明によれば、下記■〜■の作用がある。■
テレビカメラ等の汎用性のある撮像装置を用いて表面状
態を検査でき、装置構成をコンパクトに出来る。[Function] According to the present invention, the following effects (1) to (4) are achieved. ■
The surface condition can be inspected using a versatile imaging device such as a television camera, and the device configuration can be made compact.
【0010】■表面のしわを人間に近い感覚で確実に検
出できる。■この発明の請求項1の欠陥検査・識別装置
は、撮像装置が撮像する画像両端の各々の平均濃度から
照明による濃度勾配を補正し、補正した濃度プロファイ
ルから極大、極小値及びそれらの位置を求め、極大、極
小値の差と位置差より欠陥を検査、識別する。■ Surface wrinkles can be detected reliably with a sense similar to that of humans. ■The defect inspection/identification device according to claim 1 of the present invention corrects the density gradient caused by illumination from the average density of each end of the image captured by the imaging device, and calculates maximum and minimum values and their positions from the corrected density profile. Defects are inspected and identified based on the differences in maximum and minimum values and positional differences.
【0011】又、この発明の請求項2の欠陥検査・識別
装置は、撮像装置が撮像する画像両端の各々の平均濃度
から照明による濃度勾配を補正し、補正した濃度プロフ
ァイルからその平均値を求め、予め定めたしきい値1以
上の信号が存在する場合欠陥ありと判定し、予め定めた
しきい値2以下の信号と、前記補正した濃度プロファイ
ルを比較することにより欠陥の種類を識別する。Further, the defect inspection/identification device according to claim 2 of the present invention corrects the density gradient due to illumination from the average density of each end of the image captured by the imaging device, and calculates the average value from the corrected density profile. If a signal of a predetermined threshold of 1 or more is present, it is determined that there is a defect, and the type of defect is identified by comparing the signal of a predetermined threshold of 2 or less with the corrected density profile.
【0012】0012
【実施例】図1は、本発明の欠陥検査・識別装置の一例
を示すブロック図、2図は、本発明1の装置の検査・識
別手順を示すフロー図、図3は、本発明2の装置の検査
・識別手順を示すフロー図、図4は、濃度勾配補正方法
を説明する図、図5は、濃度勾配補正前と補正後の濃度
プロファイルの模式図、図6は、濃度差と位置差の関係
を示す図、図7は、各欠陥の濃度プロファイルを示す図
である。[Example] Fig. 1 is a block diagram showing an example of the defect inspection/identification device of the present invention, Fig. 2 is a flow diagram showing the inspection/identification procedure of the device of the invention 1, and Fig. 3 is a flow diagram showing an example of the defect inspection/identification device of the invention 2. Flowchart showing the inspection/identification procedure of the device, FIG. 4 is a diagram explaining the concentration gradient correction method, FIG. 5 is a schematic diagram of the concentration profile before and after correction of the concentration gradient, and FIG. 6 is a diagram showing the concentration difference and position. FIG. 7, which is a diagram showing the relationship between the differences, is a diagram showing the concentration profile of each defect.
【0013】欠陥検査・識別装置は、撮像装置12と、
照明11と、処理装置20と、出力部30を有し、被検
査体10の欠陥を検査・識別する。欠陥検査・識別装置
の基本的動作は、
1)被検査体10に対し、その斜め上部から照明11に
より照明し、反射光を撮像装置12により撮像する。[0013] The defect inspection/identification device includes an imaging device 12,
It has an illumination 11, a processing device 20, and an output section 30, and inspects and identifies defects in the object to be inspected 10. The basic operations of the defect inspection/identification apparatus are as follows: 1) The object to be inspected 10 is illuminated with the illumination 11 from diagonally above the object, and the reflected light is imaged by the imaging device 12.
【0014】撮像装置12は、画素単位でサンプリング
した多値画像を検査装置20に転送する。
2)検査装置20は撮像装置12の撮影データをA/D
変換器21で例えば8ビット(256階調)にて量子化
し、M*N画素のデジタル画像を作り、これを画像メモ
リ22に入力する。The imaging device 12 transfers a multivalued image sampled pixel by pixel to the inspection device 20. 2) The inspection device 20 converts the photographic data of the imaging device 12 into an A/D
The converter 21 quantizes, for example, 8 bits (256 gradations) to create a digital image of M*N pixels, which is input to the image memory 22.
【0015】3)検査装置20は、画像メモリ22に入
力された画像に基づいて、CPU23により表面の欠陥
の有無を検査する。
4)出力装置30は、検査装置20の検査結果を表示し
、必要により警報を発生せしめる。3) The inspection device 20 uses the CPU 23 to inspect the surface for defects based on the image input to the image memory 22. 4) The output device 30 displays the inspection results of the inspection device 20 and generates an alarm if necessary.
【0016】尚、撮像装置12としては、テレビカメラ
或いはM個の空間分解能を持つラインセンサーを用いる
ことが出来る。ラインセンサーを用いる場合、ラインセ
ンサーと被検査体とを相対移動させ、得られるN個群の
データを画像メモリ22に蓄える。Note that as the imaging device 12, a television camera or a line sensor having a spatial resolution of M can be used. When a line sensor is used, the line sensor and the object to be inspected are moved relative to each other, and the resulting N groups of data are stored in the image memory 22.
【0017】検査装置20は、必ずしも画像メモリ22
を用いず、A/D変換器21の出力データを直接CPU
23に入力しても良い。本発明1の異常判定までの流れ
を図2を参照して説明する。The inspection device 20 does not necessarily have the image memory 22.
The output data of the A/D converter 21 is sent directly to the CPU without using
23 may be entered. The flow up to abnormality determination according to the first invention will be explained with reference to FIG.
【0018】1)画像の左右両端各々の濃度平均値μL
、μRを求める。即ち、座標(i,j)の濃度をf(i
,j)として1) Average density μL at both left and right ends of the image
, find μR. That is, the density of coordinates (i, j) is expressed as f(i
,j) as
【0019】[0019]
【数1】[Math 1]
【0020】[0020]
【数2】[Math 2]
【0021】とする。
2)これら濃度平均値から次式に従って照明による濃度
勾配の補正を行う。照明は、画面左方向から右方向へ投
光されており、又、量子化を8ビット、補正後の濃度を
g(i,j)とすると、[0021] 2) From these density average values, the density gradient due to illumination is corrected according to the following equation. The illumination is projected from the left side of the screen to the right side, and if the quantization is 8 bits and the density after correction is g (i, j),
【0022】[0022]
【数3】[Math 3]
【0023】ただし、a=(μR−μL)/255+μ
Lb:任意
3)補正した方向の濃度プロファイルからその極大値M
Xj、極小値MNjおよびそれらの位置PXj、PNj
を求め、
4)その濃度差△Mj、位置差△Pjを計算し5)この
分布から、凹凸、異物、かすれ等の欠陥を識別する。[0023] However, a=(μR-μL)/255+μ
Lb: Any 3) The maximum value M from the density profile in the corrected direction
Xj, minimum value MNj and their positions PXj, PNj
4) Calculate the density difference ΔMj and position difference ΔPj, and 5) From this distribution, identify defects such as unevenness, foreign matter, and blurring.
【0024】尚、この時、全領域に対して平均値μjを
求め、次々と濃度プロファイルを求めて判定して行くが
、連結性を確認し、濃度差が最大となったところで判定
し結果を出力する。[0024] At this time, the average value μj is determined for the entire region, and the concentration profiles are determined one after another for determination. However, the connectivity is checked, and the determination is made when the concentration difference is maximum, and the result is Output.
【0025】また、本発明2の異常判定までの流れを図
2を参照して説明する。
1)画像の左右両端各々の濃度平均値μL、μRを求め
る。即ち、座標(i,j)の濃度をf(i,j)として
Further, the flow up to abnormality determination according to the second invention will be explained with reference to FIG. 1) Calculate the density average values μL and μR at both left and right ends of the image. That is, if the density of coordinates (i, j) is f(i, j),
【0026】[0026]
【数4】[Math 4]
【0027】[0027]
【数5】[Math 5]
【0028】とする。
2)これら濃度平均値から次式に従って照明による濃度
勾配の補正を行う。照明は、画面左方向から右方向へ投
光されており、又、量子化を8ビット、補正後の濃度を
g(i,j)とすると、[0028] 2) From these density average values, the density gradient due to illumination is corrected according to the following equation. The illumination is projected from the left side of the screen to the right side, and if the quantization is 8 bits and the density after correction is g (i, j),
【0029】[0029]
【数6】[Math 6]
【0030】ただし、a=(μR−μL)/255+μ
Lb:任意
3)補正した方向の濃度プロファイルからその平均値μ
jを求め、
4)濃度プロファイルがその平均値を越えているなら欠
陥ありと判定し、
5)平均値からある値Tdを設定し、濃度プロファイル
Pjと比較し、凹凸、異物、かすれと言った欠陥をμj
−Td>Pj:凹凸もしくは異物
μj−Td≦Pj:かすれ
と分類する。[0030] However, a=(μR-μL)/255+μ
Lb: Arbitrary 3) Average value μ from the density profile in the corrected direction
4) If the density profile exceeds the average value, determine that there is a defect. 5) Set a certain value Td from the average value, compare it with the density profile Pj, and judge it as unevenness, foreign matter, or blurring. Defects μj
-Td>Pj: Unevenness or foreign matter μj-Td≦Pj: Classified as blur.
【0031】6)平均値からある値Tsを設定し、濃度
プロファイルPjsと比較し、
μj−Ts>Pjs:異物
μj−Ts≦Pjs:凹凸
と判定する。6) A certain value Ts is set from the average value and compared with the density profile Pjs, and it is determined that μj-Ts>Pjs: foreign matter μj-Ts≦Pjs: unevenness.
【0032】尚、このとき次々と濃度プロファイルを求
めて判定して行くが、直前の判定結果を記憶しておき、
同一位置に於て次ぎなる判定が直前と同一ならばその欠
陥は連結していると判断し、その大きさも含めて結果を
出力する。[0032] At this time, density profiles are obtained and judged one after another, but the previous judgment result is memorized.
If the next determination at the same position is the same as the previous one, it is determined that the defects are connected, and the results including their size are output.
【0033】[0033]
【発明の効果】以上のように本発明によれば、コンパク
トな装置構成により、被検査体の欠陥を確実に検査する
ことができ、欠陥の分類が出来る。As described above, according to the present invention, defects in an object to be inspected can be reliably inspected and defects can be classified using a compact device configuration.
【図1】は、本発明の構成を示すブロック図である。FIG. 1 is a block diagram showing the configuration of the present invention.
【図2】は、本発明1の異常判定の流れを示すフロー図
である。FIG. 2 is a flowchart showing the flow of abnormality determination according to the first invention.
【図3】は、本発明2の異常判定の流れを示すフロー図
である。FIG. 3 is a flowchart showing the flow of abnormality determination according to the second invention.
【図4】は、濃度勾配補正方法を説明する図である。FIG. 4 is a diagram illustrating a concentration gradient correction method.
【図5】は、濃度勾配補正前と補正後の濃度プロファイ
ルの模式図である。FIG. 5 is a schematic diagram of density profiles before and after density gradient correction.
【図6】は、本発明1の濃度差と位置差の関係を示す図
である。FIG. 6 is a diagram showing the relationship between density difference and position difference according to the first invention.
【図7】は、本発明2の欠陥の濃度プロファイルを示す
図である。FIG. 7 is a diagram showing a concentration profile of defects according to the second invention.
10 被検査体 11 照明装置 12 撮像装置 20 処理装置 21 A/D変換器 22 画像メモリ 23 CPU 30 出力部 10 Object to be inspected 11 Lighting device 12 Imaging device 20 Processing equipment 21 A/D converter 22 Image memory 23 CPU 30 Output section
Claims (2)
検査体の表面を撮像する撮像装置と、撮像装置の撮像結
果に基づいて被検査体の表面状態を検査する処理装置と
、処理装置の検査結果を出力する出力部とを有して構成
される表面欠陥検査装置であって、被検査体に対し上面
斜め横方向から投光し、その反射光を被検査体上面から
撮像し、処理装置は、画像両端の各々の平均濃度から照
明による濃度勾配を補正し、補正した濃度プロファイル
から極大、極小値及びそれらの位置を求め、極大、極小
値の差と位置差より欠陥を検査、識別する事を特徴とす
る欠陥検査・識別装置。1. An illumination device that illuminates the surface of an object to be inspected, an imaging device that images the surface of the object to be inspected, and a processing device that inspects the surface state of the object to be inspected based on the imaging result of the imaging device. This is a surface defect inspection device comprising an output unit that outputs the inspection results of the processing device, and the device projects light from the upper surface of the object to be inspected in an oblique horizontal direction, and images the reflected light from the upper surface of the object to be inspected. Then, the processing device corrects the density gradient due to illumination from the average density at each end of the image, determines the maximum and minimum values and their positions from the corrected density profile, and identifies defects from the difference between the maximum and minimum values and the position difference. A defect inspection/identification device characterized by inspection and identification.
検査体の表面を撮像する撮像装置と、撮像装置の撮像結
果に基づいて被検査体の表面状態を検査する処理装置と
、処理装置の検査結果を出力する出力部とを有して構成
される表面欠陥検査装置であって、被検査体に対し上面
斜め横方向から投光し、その反射光を被検査体上面から
撮像し、処理装置は、画像両端の各々の平均濃度から照
明による濃度勾配を補正し、補正した濃度プロファイル
からその平均値を求め、予め定めたしきい値1以上の信
号が存在する場合欠陥ありと判定し、予め定めたしきい
値2以下の信号と、前記補正した濃度プロファイルを比
較することにより欠陥の種類を識別する事を特徴とする
欠陥検査・識別装置。2. An illumination device that illuminates the surface of the object to be inspected, an imaging device that images the surface of the object to be inspected, and a processing device that inspects the surface state of the object to be inspected based on the imaging result of the imaging device. This is a surface defect inspection device comprising an output unit that outputs the inspection results of the processing device, and the device projects light from the upper surface of the object to be inspected in an oblique horizontal direction, and images the reflected light from the upper surface of the object to be inspected. Then, the processing device corrects the density gradient due to illumination from the average density of each end of the image, calculates the average value from the corrected density profile, and determines that there is a defect if a signal of a predetermined threshold of 1 or more is present. A defect inspection/identification apparatus characterized in that the type of defect is identified by comparing a signal of a predetermined threshold value 2 or less with the corrected density profile.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP3140289A JPH04364450A (en) | 1991-06-12 | 1991-06-12 | Defect inspecting and identifying apparatus |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP3140289A JPH04364450A (en) | 1991-06-12 | 1991-06-12 | Defect inspecting and identifying apparatus |
Publications (1)
Publication Number | Publication Date |
---|---|
JPH04364450A true JPH04364450A (en) | 1992-12-16 |
Family
ID=15265328
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP3140289A Pending JPH04364450A (en) | 1991-06-12 | 1991-06-12 | Defect inspecting and identifying apparatus |
Country Status (1)
Country | Link |
---|---|
JP (1) | JPH04364450A (en) |
-
1991
- 1991-06-12 JP JP3140289A patent/JPH04364450A/en active Pending
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