JPH04309850A - Inspection of defective of glass cylindrical body - Google Patents

Inspection of defective of glass cylindrical body

Info

Publication number
JPH04309850A
JPH04309850A JP3072718A JP7271891A JPH04309850A JP H04309850 A JPH04309850 A JP H04309850A JP 3072718 A JP3072718 A JP 3072718A JP 7271891 A JP7271891 A JP 7271891A JP H04309850 A JPH04309850 A JP H04309850A
Authority
JP
Japan
Prior art keywords
image
defect
glass cylinder
glass
cylindrical body
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.)
Granted
Application number
JP3072718A
Other languages
Japanese (ja)
Other versions
JP2655210B2 (en
Inventor
Mitsuhiro Matsushima
光宏 松島
Osamu Shimazaki
嶋崎 修
Kiyoshi Ishikawa
澄 石川
Yasutada Shirokura
白倉 保忠
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.)
Hitachi Engineering Co Ltd
Fujisawa Pharmaceutical Co Ltd
Hitachi Ltd
Original Assignee
Hitachi Engineering Co Ltd
Fujisawa Pharmaceutical Co Ltd
Hitachi Ltd
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 Hitachi Engineering Co Ltd, Fujisawa Pharmaceutical Co Ltd, Hitachi Ltd filed Critical Hitachi Engineering Co Ltd
Priority to JP3072718A priority Critical patent/JP2655210B2/en
Publication of JPH04309850A publication Critical patent/JPH04309850A/en
Application granted granted Critical
Publication of JP2655210B2 publication Critical patent/JP2655210B2/en
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/90Investigating the presence of flaws or contamination in a container or its contents

Abstract

PURPOSE:To detect the defective such as the crack and cut which exist in a transparent glass cylindrical body. CONSTITUTION:Light is irradiated to the side surface at one edge part of a transparent glass cylindrical body 1, and the light which transmits through the inside of the wall of the glass cylindrical body and radiates from the surface of the opened port at the other edge of the glass cylindrical body is taken photograph by a CCD camera 6, and the photographed image is binary- converted, and the good or defective of the glass cylindrical body is judged from the magnitude of the defective image which appears in the image region corresponding to the dark part of the glass cylinder body where light does not radiate. Accordingly, visual inspection can be made automatic, and the reduction of inspection cost and the prevention for the supply of the defective articles can be achieved effectively.

Description

【発明の詳細な説明】[Detailed description of the invention]

【0001】0001

【産業上の利用分野】本発明は、透明なガラス筒体の欠
陥検査を画像処理を用いて行うガラス筒体の欠陥検査方
法に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a method for inspecting transparent glass cylinders for defects using image processing.

【0002】0002

【従来の技術】従来の検査方法は、特開昭57−201
839号公報の「瓶類の検査方法」に記載のように、透
明な瓶の開口部に側方両側から照明光を入射して、開口
部表面からの反射パターンをラインセンサで検出してい
た。
[Prior Art] The conventional inspection method is
As described in ``Inspection method for bottles'' in Publication No. 839, illumination light was incident on the opening of a transparent bottle from both sides, and the reflection pattern from the opening surface was detected using a line sensor. .

【0003】0003

【発明が解決しようとする課題】上記従来技術は、瓶の
開口部表面からの反射光をとらえて判定しているため、
開口の表面近傍に発生したかけ等の欠陥を識別するには
有効であるが、ガラス筒体の内部に発生したひび割れ等
の欠陥については考慮がされておらず、また他に筒体内
部を検査するために有効な手段もなく、目視検査に頼ら
ざるを得なかった。  本発明の目的は、透明なガラス
筒体の内部に存在する微少なひび割れ、並びに管端部の
変形及びカケを、画像処理を用いて自動的に検出するガ
ラス筒体の欠陥検査方法を提供することにある。
[Problems to be Solved by the Invention] Since the above-mentioned prior art makes a judgment by capturing the reflected light from the opening surface of the bottle,
Although it is effective for identifying defects such as cracks that occur near the surface of the opening, it does not take into account defects such as cracks that occur inside the glass cylinder, and it is also difficult to inspect the inside of the cylinder. There was no effective way to do this, so we had to rely on visual inspection. An object of the present invention is to provide a defect inspection method for a glass cylinder that automatically detects minute cracks existing inside a transparent glass cylinder, as well as deformations and chips at the end of the tube, using image processing. There is a particular thing.

【0004】0004

【課題を解決するための手段】上記目的を達成するため
に、本発明のガラス筒体の欠陥検査方法は、透明なガラ
ス筒体の一端部の側面にそのガラス筒体の軸線とほぼ直
角にスポット光を対向させて照射し、ガラス筒体の壁内
を透過する透過光をガラス筒体の他端部の開口に対向し
て配置したCCDカメラで撮像し、撮像した画像を画像
処理することを特徴としている。
[Means for Solving the Problems] In order to achieve the above object, the method for inspecting defects in a glass cylinder according to the present invention provides a method for inspecting defects in a glass cylinder, in which a transparent glass cylinder is formed on the side surface of one end of the glass cylinder at approximately right angles to the axis of the glass cylinder. Spot lights are irradiated in opposing directions, the transmitted light passing through the wall of the glass cylinder is imaged by a CCD camera placed opposite to the opening at the other end of the glass cylinder, and the captured image is image-processed. It is characterized by

【0005】画像処理として二値化処理して得られた二
値化画像のうち、対向するスポット光の方向とは直角の
方向にあたる領域を欠陥判定領域として、その欠陥判定
領域の黒地に現れる白画像欠陥像としてその面積を求め
て、合否を判定する。欠陥像の面積はCCDカメラの画
素のうち欠陥判定領域にあたる画素中で白画像をつくる
画素数をカウントするとよい。また欠陥判定領域の黒地
と白画像の黒白を反転して欠陥像を判定してもよい。
[0005] Of the binarized image obtained by binarization processing as image processing, the area perpendicular to the direction of the opposing spotlight is defined as a defect determination area, and the white appearing on the black background of the defect determination area is The area is determined as an image defect image and pass/fail is determined. The area of the defect image can be determined by counting the number of pixels that form a white image among the pixels of the CCD camera that correspond to the defect determination area. Alternatively, the defect image may be determined by inverting the black background of the defect determination area and the black and white of the white image.

【0006】[0006]

【作用】透明なガラス筒体の一端部の側面にスポット光
とし照射された光は、ガラス筒体の壁内を透過して、ガ
ラス筒体の他端の開口表面から放射する。この放射光を
CCDカメラにより撮像し、撮像した映像を二値化処理
すると、スポット光を照射した部分にあたる画像領域は
輝度の高い白画面となり、スポット光の当たらない暗部
分に相当する画像領域は黒画面となる二値画像が得られ
る。光が透過する壁部分にひび割れや変形、かけ等の欠
陥がある場合、そこで光は屈折し、欠陥像が黒画面内に
白画面として現れる。ガラス筒体をある角度づつ回転さ
せて、各部分の二値画像を求め、黒画面に現れる白画面
の面積の合計を求めることにより欠陥の大きさを判定し
、ガラス筒体の合否を決める。欠陥像の面積すなわち黒
画面内の白画面の面積は、CCDカメラの画素のうち欠
陥領域にあたる画素中の白画素数をカウントすることに
より、容易に高速に求めることができる。なお、画像処
理において黒画面と白画面を反転できるのは自明である
[Operation] Light irradiated as a spot light onto the side surface of one end of the transparent glass cylinder passes through the wall of the glass cylinder and is emitted from the open surface of the other end of the glass cylinder. When this synchrotron radiation is imaged by a CCD camera and the captured image is binarized, the image area corresponding to the spot irradiated area becomes a white screen with high brightness, and the image area corresponding to the dark area not illuminated by the spotlight becomes a white screen with high brightness. A binary image with a black screen is obtained. If there is a defect such as a crack, deformation, or chipping in a wall portion through which light passes, the light is refracted there, and an image of the defect appears as a white screen within a black screen. The glass cylinder is rotated by a certain angle to obtain a binary image of each part, and the size of the defect is determined by calculating the total area of the white screen that appears on the black screen, and the acceptability of the glass cylinder is determined. The area of the defect image, that is, the area of the white screen within the black screen, can be easily and quickly determined by counting the number of white pixels among the pixels of the CCD camera that correspond to the defect area. Note that it is obvious that a black screen and a white screen can be reversed in image processing.

【0007】[0007]

【実施例】以下、本発明の実施例を図1〜図7を用いて
説明する。
Embodiments Examples of the present invention will be described below with reference to FIGS. 1 to 7.

【0008】図1は本発明の一実施例のガラス筒体の欠
陥検査方法を実施する装置の構成、配置を示す図である
。被検体はガラス筒体としての透明の円筒状ガラス管で
ある。図1に示すように被検体である円筒状ガラス管1
を間に挟むように照明装置2a,2bを互いに対向させ
て配置し、この照明装置2a,2bによりスポット光3
a,3bを円筒状ガラス管1の一端部に、円筒状ガラス
管1の軸線に対しほぼ直角方向から照射する。照射され
た光はガラス管1内を矢印4の透過光で示すように透過
し、またこの時光の一部は内部のひび割れ5a又は管端
部の欠け5bで屈折して、ガラス管1の他端部に対向し
て配置したCCDカメラ6に映像として入力される。 この映像は画像処理装置10により二値化され、解析さ
れる。
FIG. 1 is a diagram showing the configuration and arrangement of an apparatus for carrying out a method for inspecting defects in glass cylinders according to an embodiment of the present invention. The object to be examined is a transparent cylindrical glass tube as a glass cylinder. As shown in Fig. 1, a cylindrical glass tube 1 is a test object.
The illumination devices 2a and 2b are arranged to face each other so that the
a and 3b are irradiated onto one end of the cylindrical glass tube 1 from a direction substantially perpendicular to the axis of the cylindrical glass tube 1. The irradiated light passes through the inside of the glass tube 1 as shown by the transmitted light arrow 4, and at this time, a part of the light is refracted by an internal crack 5a or a chip 5b at the end of the tube, and is transmitted to other parts of the glass tube 1. The image is input as an image to a CCD camera 6 placed opposite to the end. This video is binarized and analyzed by the image processing device 10.

【0009】図2は、CCDカメラでとらえた映像を適
当なしきい値をもって二値化処理した二値画像を示した
もので、ガラス管1は無欠陥で良品であることを示す。 スポット光3a,3bが照射された側は光の透過量が多
いため、その部分は白画像7a,7bとなって現れる。 そして白画像の部分から90度ばかりずれた他の領域が
判定領域8となる。
FIG. 2 shows a binary image obtained by binarizing an image captured by a CCD camera using an appropriate threshold value, and shows that the glass tube 1 is defect-free and is a good product. Since the side irradiated with the spot lights 3a and 3b transmits a large amount of light, that portion appears as white images 7a and 7b. Then, another area shifted by 90 degrees from the white image portion becomes the determination area 8.

【0010】図3はガラス管1に内部のひび割れ5a、
管端部の欠け5b等の欠陥がある場合の二値画像を示す
。ガラス管1を通る透過光4は前記欠陥により屈折され
てCCDカメラ6に入力されるために、判定領域8内に
欠陥に相当する欠陥像9が現われる。この欠陥像9の画
素数をカウントし、カウントの値によりガラス管の合否
を判定する。このように欠陥像の画素数をカウントする
だけで判定可能となるので、容易に高速に判定処理がで
きる。
FIG. 3 shows an internal crack 5a in the glass tube 1.
A binary image is shown when there is a defect such as a chip 5b at the end of the tube. Since the transmitted light 4 passing through the glass tube 1 is refracted by the defect and input to the CCD camera 6, a defect image 9 corresponding to the defect appears in the determination area 8. The number of pixels of this defect image 9 is counted, and based on the count value, it is determined whether the glass tube is acceptable or not. In this way, the determination can be made simply by counting the number of pixels in the defective image, so the determination process can be performed easily and at high speed.

【0011】その他の実施例を図4〜図7に示す。Other embodiments are shown in FIGS. 4 to 7.

【0012】図4は、底のある透明なガラス容器11の
底側の両端側から照明光3a,3bを入射して検査する
方法を示す。入射された光はガラス容器11の内部を導
波路として伝播し、開放端から放出した光は、CCDカ
メラ6に入力されるガラス容器11の導波路中に欠陥5
a,5bがあれば、透過光4は、そこで遮られ、或いは
屈折してCCDカメラ6に入力される。この入力光を画
像処理装置10で解折し、欠陥の有無を判定する。
FIG. 4 shows an inspection method in which illumination lights 3a and 3b are incident on both ends of the bottom of a transparent glass container 11 with a bottom. The incident light propagates inside the glass container 11 as a waveguide, and the light emitted from the open end is input to the CCD camera 6 due to defects 5 in the waveguide of the glass container 11.
If there are a and 5b, the transmitted light 4 is blocked or refracted and input to the CCD camera 6. This input light is decomposed by the image processing device 10 and the presence or absence of a defect is determined.

【0013】図5は、透明なガラス容器12が直管でな
く丸味を帯びたものを示す。容器のガラス肉厚部を導波
路として透過光4が伝播するので、導波路中に欠陥5a
,5bがあれば、前記同様に欠陥の有無を判定すること
ができる。又照明装置2a,2bは、CCDカメラ6に
直接光を照射しない範囲であれば、図5に示すように傾
けてもよい。
FIG. 5 shows a transparent glass container 12 that is not straight but rounded. Since the transmitted light 4 propagates using the thick glass part of the container as a waveguide, there are defects 5a in the waveguide.
, 5b, it is possible to determine the presence or absence of a defect in the same manner as described above. Further, the illumination devices 2a and 2b may be tilted as shown in FIG. 5 as long as they do not directly irradiate the CCD camera 6 with light.

【0014】図6、図7は容器の断面形状が、それぞれ
4角形、3角形の場合の二値画像の例を示すもので、欠
陥判定領域8内の欠陥像9を検知することにより、欠陥
の有無を判定できる。
FIGS. 6 and 7 show examples of binary images when the cross-sectional shape of the container is quadrangular and triangular, respectively. By detecting the defect image 9 in the defect determination area 8, It is possible to determine the presence or absence of

【0015】[0015]

【発明の効果】本発明によれば、ガラス筒体の欠陥検査
方法を、透明なガラス筒体の一端部の側面に光を照射し
、ガラス筒体の壁内を透過してガラス筒体の他端の開口
表面から放射する光をCCDカメラにより撮像し、撮像
した映像を二値化処理するようにしたので、光を照射し
た部分にあたる画像領域は輝度の高い白画面となり、当
たらない暗部分に相当する画像領域は黒画面となる二値
画像が得られ、光が透過する壁部分にひび割れや変形、
かけ等の欠陥がある場合、そこで光は屈折し、黒画面内
に白画面として現れ、したがって黒画面内の白画面によ
り、容易に欠陥を検出できる。
Effects of the Invention According to the present invention, a method for inspecting defects in a glass cylinder is implemented by irradiating light onto the side surface of one end of a transparent glass cylinder, transmitting light through the wall of the glass cylinder, and detecting defects in the glass cylinder. The light emitted from the aperture surface at the other end is imaged by a CCD camera, and the captured image is binarized, so the image area corresponding to the part irradiated with light becomes a high-brightness white screen, and the dark area that is not hit A binary image with a black screen is obtained for the image area corresponding to , and there are cracks, deformations, and
If there is a defect such as a crack, the light is refracted there and appears as a white screen within the black screen, and therefore the defect can be easily detected by the white screen within the black screen.

【0016】このことから、従来熟練された検査員によ
り行われていた目視検査を自動化することができ、検査
費用の削減、不良品の発送防止に効果大である。
[0016] From this, the visual inspection, which was conventionally performed by skilled inspectors, can be automated, which is highly effective in reducing inspection costs and preventing shipment of defective products.

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

【図1】本発明の一実施例を実現する装置の構成、配置
を示す図である。
FIG. 1 is a diagram showing the configuration and arrangement of a device that implements an embodiment of the present invention.

【図2】欠陥のないガラス筒体の二値画像を示す図であ
る。
FIG. 2 shows a binary image of a defect-free glass cylinder.

【図3】欠陥を有するガラス筒体の二値画像を示す図で
ある。
FIG. 3 is a diagram showing a binary image of a glass cylinder with defects.

【図4】底のあるガラス容器を検査している状態を示す
図である。
FIG. 4 is a diagram showing a state in which a glass container with a bottom is being inspected.

【図5】丸みのあるガラス容器を検査している状態を示
す図である。
FIG. 5 is a diagram showing a state in which a round glass container is being inspected.

【図6】断面が四角形の筒体の二値画像を示す図である
FIG. 6 is a diagram showing a binary image of a cylindrical body with a rectangular cross section.

【図7】断面が三角形の筒体の二値画像を示す図である
FIG. 7 is a diagram showing a binary image of a cylinder with a triangular cross section.

【符号の説明】[Explanation of symbols]

1  円筒状ガラス管 2a,2b  照明装置 3a,3b  スポット光 4  透過光 5a  ひび割れ 5b  かけ 6  CCDカメラ 7  白画像 8  欠陥判定領域 9  欠陥像 10  画像処理装置 11  ガラス容器 12  ガラス容器 1 Cylindrical glass tube 2a, 2b Lighting device 3a, 3b Spot light 4 Transmitted light 5a Crack 5b Kake 6 CCD camera 7 White image 8 Defect determination area 9 Defect image 10 Image processing device 11 Glass container 12 Glass container

Claims (4)

【特許請求の範囲】[Claims] 【請求項1】  透明なガラス筒体の一端部の側面に該
ガラス筒体の軸線とほぼ直角にスポット光を対向させて
照射し、ガラス筒体の壁内を透過する透過光をガラス筒
体の他端部の開口に対向して配置したCCDカメラで撮
像し、該撮像した映像を画像処理することを特徴とする
ガラス筒体の欠陥検査方法。
Claim 1: A spot light is irradiated on the side surface of one end of a transparent glass cylinder in a direction substantially perpendicular to the axis of the glass cylinder, and the transmitted light that passes through the wall of the glass cylinder is directed to the side surface of the glass cylinder. 1. A method for inspecting defects in a glass cylindrical body, the method comprising capturing an image with a CCD camera disposed opposite to an opening at the other end, and subjecting the captured image to image processing.
【請求項2】  画像処理として二値化処理して得られ
た二値化画像のうち、対向するスポット光の方向とは直
角の方向にあたる領域を欠陥判定領域として、該欠陥判
定領域の黒地に現れる白画像を欠陥像とし該欠陥像の面
積を求めて、合否を判定することを特徴とする請求項1
記載のガラス筒体の欠陥検査方法。
2. Of the binarized image obtained by binarization processing as image processing, an area perpendicular to the direction of the opposing spotlight is defined as a defect determination area, and a black background of the defect determination area is Claim 1 characterized in that the appearing white image is used as a defect image and the area of the defect image is determined to determine pass/fail.
The described method for inspecting defects in a glass cylinder.
【請求項3】  欠陥像の面積はCCDカメラの画素の
うち欠陥判定領域にあたる画素中で白画像をつくる画素
数をカウントすることを特徴とする請求項2記載のガラ
ス筒体の欠陥検査方法。
3. The defect inspection method for a glass cylinder according to claim 2, wherein the area of the defect image is determined by counting the number of pixels forming a white image among the pixels of the CCD camera that correspond to the defect determination area.
【請求項4】  欠陥判定領域の黒地と白画像の黒白を
反転したことを特徴とする請求項2記載のガラス筒体の
欠陥検査方法。
4. The method for inspecting a glass cylinder for defects according to claim 2, wherein the black background of the defect determination area and the black and white of the white image are reversed.
JP3072718A 1991-04-05 1991-04-05 Defect inspection method for glass cylinder Expired - Lifetime JP2655210B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP3072718A JP2655210B2 (en) 1991-04-05 1991-04-05 Defect inspection method for glass cylinder

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP3072718A JP2655210B2 (en) 1991-04-05 1991-04-05 Defect inspection method for glass cylinder

Publications (2)

Publication Number Publication Date
JPH04309850A true JPH04309850A (en) 1992-11-02
JP2655210B2 JP2655210B2 (en) 1997-09-17

Family

ID=13497417

Family Applications (1)

Application Number Title Priority Date Filing Date
JP3072718A Expired - Lifetime JP2655210B2 (en) 1991-04-05 1991-04-05 Defect inspection method for glass cylinder

Country Status (1)

Country Link
JP (1) JP2655210B2 (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5717486A (en) * 1994-01-21 1998-02-10 Elpatronic Ag Process for removing returnable containers from circulation utilizing image processing of brightness values for inspection windows
WO2004081550A1 (en) * 2003-03-10 2004-09-23 Syscona Kontrollsysteme Gmbh Full inspection of the inner wall of transparent containers
JP2009541774A (en) * 2006-06-26 2009-11-26 オウェンス ブロックウェイ グラス コンテナー インコーポレイテッド Apparatus and method for measuring side wall thickness of non-circular transparent container
CN103308523A (en) * 2013-05-28 2013-09-18 清华大学 Method for detecting multi-scale bottleneck defects, and device for achieving method

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CN100458422C (en) * 2002-08-12 2009-02-04 广西师范大学 Glass Bottle and can detecting method and detecting device

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US5717486A (en) * 1994-01-21 1998-02-10 Elpatronic Ag Process for removing returnable containers from circulation utilizing image processing of brightness values for inspection windows
WO2004081550A1 (en) * 2003-03-10 2004-09-23 Syscona Kontrollsysteme Gmbh Full inspection of the inner wall of transparent containers
JP2009541774A (en) * 2006-06-26 2009-11-26 オウェンス ブロックウェイ グラス コンテナー インコーポレイテッド Apparatus and method for measuring side wall thickness of non-circular transparent container
CN103308523A (en) * 2013-05-28 2013-09-18 清华大学 Method for detecting multi-scale bottleneck defects, and device for achieving method

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