JP2655210B2 - Defect inspection method for glass cylinder - Google Patents

Defect inspection method for glass cylinder

Info

Publication number
JP2655210B2
JP2655210B2 JP3072718A JP7271891A JP2655210B2 JP 2655210 B2 JP2655210 B2 JP 2655210B2 JP 3072718 A JP3072718 A JP 3072718A JP 7271891 A JP7271891 A JP 7271891A JP 2655210 B2 JP2655210 B2 JP 2655210B2
Authority
JP
Japan
Prior art keywords
defect
image
glass cylinder
light
area
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.)
Expired - Lifetime
Application number
JP3072718A
Other languages
Japanese (ja)
Other versions
JPH04309850A (en
Inventor
光宏 松島
修 嶋崎
澄 石川
保忠 白倉
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

Landscapes

  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Image Processing (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Image Analysis (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)

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 a defect of a transparent glass cylinder by 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。
2. Description of the Related Art A conventional inspection method is disclosed in Japanese Patent Laid-Open No. 57-201.
As described in "Inspection Method for Bottles" of JP-A-839, illumination light is incident on the opening of a transparent bottle from both sides, and a reflection pattern from the surface of the opening is detected by 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。
In the above prior art, the determination is made by capturing the reflected light from the surface of the opening of the bottle.
It is effective for identifying defects such as cracks generated near the surface of the opening.However, defects such as cracks generated inside the glass cylinder are not considered. There was no effective means to do so and they had to rely on visual inspection. An object of the present invention is to provide a glass tube defect inspection method for automatically detecting, using image processing, minute cracks existing inside a transparent glass tube, and deformation and chipping of a tube end. It is in.

【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。
In order to achieve the above object, a method of inspecting a glass cylinder for defects according to the present invention is directed to a method for inspecting a defect of a glass cylinder in a direction substantially perpendicular to an axis of the glass cylinder. Irradiating the spot light so as to face the same, capturing the transmitted light transmitted through the wall of the glass cylinder with a CCD camera arranged opposite to the opening at the other end of the glass cylinder, and processing the captured image. 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] In a binarized image obtained by binarization as image processing, an area perpendicular to the direction of the opposing spot light is defined as a defect determination area. The pass / fail is determined by determining the area of the image defect image. The area of the defect image may be obtained by counting the number of pixels that form a white image among the pixels corresponding to the defect determination area among the pixels of the CCD camera. Alternatively, the defect image may be determined by inverting the black background and the black and white of the white image in the defect determination area.

【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。
The light radiated as the spot light on the side surface of one end of the transparent glass cylinder passes through the wall of the glass cylinder and radiates from the opening surface at the other end of the glass cylinder. When this emitted light is imaged by a CCD camera and the imaged image is binarized, the image area corresponding to the spot irradiated with the spot light becomes a white screen with high luminance, and the image area corresponding to the dark area not irradiated with the spot light is A binary image serving as a black screen is obtained. If there is a defect such as a crack, deformation, or crack in the wall portion through which the light passes, the light is refracted there, and the defect image appears as a white screen in a black screen. By rotating the glass cylinder by a certain angle, a binary image of each part is obtained, and the size of the defect is determined by obtaining the total area of the white screen appearing on the black screen, and the pass / fail of the glass cylinder is determined. The area of the defective image, that is, the area of the white screen in the black screen can be easily and quickly obtained by counting the number of white pixels in the pixels corresponding to the defective area among the pixels of the CCD camera. It is obvious that the black screen and the white screen can be reversed in the 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。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS An embodiment of the present invention will be described below with reference to FIGS.

【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
3a,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 view showing the structure and arrangement of an apparatus for carrying out a method for inspecting defects of a glass cylinder according to one embodiment of the present invention. The subject is a transparent cylindrical glass tube as a glass cylinder. As shown in FIG. 1, illuminating devices 2a and 2b are arranged so as to face each other so as to sandwich a cylindrical glass tube 1 which is a subject, and spot lights 3a and 3b are formed by the illuminating devices 2a and 2b. One end of the tube 1 is irradiated from a direction substantially perpendicular to the axis of the cylindrical glass tube 1. The irradiated light passes through the glass tube 1 as shown by the transmitted light indicated by the arrow 4, and at this time, part of the light is refracted by a crack 5a inside the tube or a chip 5b at the end of the tube. The image is input as an image to the CCD camera 6 arranged 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 with an appropriate threshold value, and shows that the glass tube 1 is defect-free and good.
The side irradiated with the spot lights 3a and 3b has a large amount of light transmission, so that portions appear as white images 7a and 7b.
The other area shifted by 90 degrees from the white image is 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 a glass tube 1 having internal cracks 5a,
5 shows a binary image in the case where there is a defect such as a chip 5b at a pipe end. The transmitted light 4 passing through the glass tube 1 is refracted by the defect and is input to the CCD camera 6, so that a defect image 9 corresponding to the defect appears in the determination area 8. The number of pixels of the defective image 9 is counted, and the pass / fail of the glass tube is determined based on the count value. As described above, since the determination can be performed only by counting the number of pixels of the defect image, the determination process can be easily performed at high speed.

【0011】その他の実施例を図4〜図7に示す。Another embodiment is shown in FIGS.

【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 a method of inspecting by illuminating light 3a, 3b from both ends on the bottom side of a transparent glass container 11 having a bottom. The incident light propagates through the inside of the glass container 11 as a waveguide, and the light emitted from the open end receives the defect 5 in the waveguide of the glass container 11 input to the CCD camera 6.
If there are a and 5b, the transmitted light 4 is blocked or refracted there and input to the CCD camera 6. The input light is broken by the image processing apparatus 10 to determine the presence or absence of a defect.

【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5
a,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 having a round shape instead of a straight tube. Since the transmitted light 4 propagates using the thick glass portion of the container as a waveguide, defects 5
If there are a and 5b, the presence or absence of a defect can be determined in the same manner as described above. The illumination devices 2a and 2b are
As long as the light is not directly irradiated to the light, the light may be inclined as shown in FIG.

【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 in the case where the cross-sectional shape of the container is quadrangular or triangular, respectively. Can be determined.

【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。
According to the present invention, a method for inspecting a defect of a glass cylinder is described by irradiating light to a side surface of one end of a transparent glass cylinder and transmitting the light through the wall of the glass cylinder. Light emitted from the opening surface at the other end is captured by a CCD camera, and the captured video is binarized, so that the image area corresponding to the light-irradiated portion becomes a white screen with high brightness,
In the image area corresponding to the dark area that does not hit, a binary image that becomes a black screen is obtained, and if there is a defect such as cracks, deformation, or crossing in the wall part where the light is transmitted, the light is refracted there and it is within the black screen. The defect appears as a white screen, and therefore, the defect can be easily detected by the white screen in 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。
This makes it possible to automate the visual inspection conventionally performed by a skilled inspector, which is effective in reducing inspection costs and preventing defective products from being sent out.

【図面の簡単な説明】[Brief description of the 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 a configuration and an arrangement of an apparatus for realizing 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 is a diagram showing a binary image of a glass cylinder having no defect.

【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 having a defect.

【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 where a glass container having 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 cylinder having 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 having 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 DESCRIPTION OF SYMBOLS 1 Cylindrical glass tube 2a, 2b Illumination device 3a, 3b Spot light 4 Transmitted light 5a Crack 5b Hanging 6 CCD camera 7 White image 8 Defect judgment area 9 Defect image 10 Image processing device 11 Glass container 12 Glass container

───────────────────────────────────────────────────── フロントページの続き (72)発明者 嶋崎 修 茨城県日立市幸町三丁目2番1号 日立 エンジニアリング株式会社内 (72)発明者 石川 澄 茨城県日立市幸町三丁目2番1号 日立 エンジニアリング株式会社内 (72)発明者 白倉 保忠 大阪府高槻市清水台1−13−18 (56)参考文献 特開 平2−103453(JP,A) 特開 平1−141341(JP,A) 特開 昭60−194336(JP,A) ──────────────────────────────────────────────────続 き Continuing on the front page (72) Osamu Shimazaki, Inventor 3-2-1 Sachimachi, Hitachi, Ibaraki Prefecture Within Hitachi Engineering Co., Ltd. (72) Sumi Ishikawa 3-2-1 Sachimachi, Hitachi, Ibaraki Prefecture Within Hitachi Engineering Co., Ltd. (72) Inventor Yasutada Shirakura 1-13-18 Shimizudai, Takatsuki-shi, Osaka (56) References JP-A-2-103453 (JP, A) JP-A-1-141341 (JP, A JP-A-60-194336 (JP, A)

Claims (4)

(57)【特許請求の範囲】(57) [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。
1. A side face of one end of a transparent glass cylinder is irradiated with a spot light at a right angle substantially perpendicular to the axis of the glass cylinder, and transmitted light transmitted through a wall of the glass cylinder is irradiated with the spot light. A method of inspecting a defect of a glass cylinder, wherein an image is taken by a CCD camera arranged to face an opening at the other end of the glass tube, and the taken image is processed.
【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. A binarized image obtained by binarization processing as image processing, a region perpendicular to the direction of the opposing spot light is defined as a defect determination region, and a region on a black background of the defect determination region is defined as a defect determination region. 2. The defect inspection method for a glass cylinder according to claim 1, wherein the appearance of the white image is regarded as a defect image, and the area of the defect image is determined to determine whether or not the defect image is acceptable.
【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 obtained by counting the number of pixels forming a white image among pixels corresponding to a defect determination area among pixels of the CCD camera.
【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 defect inspection method for a glass cylinder according to claim 2, wherein the black background of the defect determination area and the black and white of the white image are inverted.
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 JPH04309850A (en) 1992-11-02
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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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Publication number Priority date Publication date Assignee Title
EP0669527A1 (en) * 1994-01-21 1995-08-30 Elpatronic Ag Method for extracting reusable bottles from their usage circuit
DE10310273A1 (en) * 2003-03-10 2004-09-23 Syscona Kontrollsysteme Gmbh Automatic inspection of the inside of transparent packaging, e.g. bottles with a narrow throat, whereby inspection is carried out using cameras and matching light sources arranged above and below the containers
US7385174B2 (en) * 2006-06-26 2008-06-10 Owens-Brockway Glass Container Inc. Apparatus and method for measuring sidewall thickness of non-round transparent containers
CN103308523B (en) * 2013-05-28 2015-04-15 清华大学 Method for detecting multi-scale bottleneck defects, and device for achieving method

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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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