JPH0815177A - Method and apparatus for imaging surface defect - Google Patents

Method and apparatus for imaging surface defect

Info

Publication number
JPH0815177A
JPH0815177A JP14775694A JP14775694A JPH0815177A JP H0815177 A JPH0815177 A JP H0815177A JP 14775694 A JP14775694 A JP 14775694A JP 14775694 A JP14775694 A JP 14775694A JP H0815177 A JPH0815177 A JP H0815177A
Authority
JP
Japan
Prior art keywords
inspected
lens
photodetector
center
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.)
Withdrawn
Application number
JP14775694A
Other languages
Japanese (ja)
Inventor
Takehide Hirata
丈英 平田
Hiroyuki Uchida
洋之 内田
Fumihiko Ichikawa
文彦 市川
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.)
JFE Steel Corp
Original Assignee
Kawasaki Steel Corp
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 Kawasaki Steel Corp filed Critical Kawasaki Steel Corp
Priority to JP14775694A priority Critical patent/JPH0815177A/en
Publication of JPH0815177A publication Critical patent/JPH0815177A/en
Withdrawn legal-status Critical Current

Links

Abstract

PURPOSE:To preferably image a surface defect having directionality, to early discover a product failure and to improve a yield in the next step in a method for optically imaging to detect the defect of a surface to be inspected. CONSTITUTION:The surface of a lens 3 and the detecting surface of a one- dimensional CCD 4 are disposed in parallel with the surface 2 to be inspected of a steel plate. A main axis 7 for connecting the center of the CCD 4 to that of the lens 3 is disposed at a position inclined with respect to the normal 8 of the surface 2 to be inspected. The image of the entire visual field is focused on the detecting surface of the CCD 4 without unsharpness in the image.

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、被検査材、例えば鋼板
や鋼片等の表面欠陥を検出するための撮像方法及び撮像
装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an imaging method and an imaging apparatus for detecting a surface defect of a material to be inspected, such as a steel plate or a steel piece.

【0002】[0002]

【従来の技術】従来、表面欠陥を光学的に検査する場
合、例えば特開昭63−40843号公報に示されるよ
うに、1次元スキャナを用いたり、特開平5−1807
81号公報に示されるように、テレビカメラを用いて被
検査材の表面を撮像し、得られた画像信号から高度な信
号処理により表面欠陥の検出精度を向上させていた。
2. Description of the Related Art Conventionally, in the case of optically inspecting surface defects, a one-dimensional scanner is used as disclosed in Japanese Patent Laid-Open No. 63-40843, or Japanese Patent Laid-Open No. 1807/1993.
As disclosed in Japanese Patent Publication No. 81-81, the surface of a material to be inspected is imaged using a television camera, and the accuracy of surface defect detection is improved by advanced signal processing from the obtained image signal.

【0003】[0003]

【発明が解決しようとする課題】しかし特開昭63−4
0843号公報や特開平5−180781号公報に使用
されている1次元スキャナやテレビカメラは、光検出器
の中心がレンズの光軸上に配置されているために、設置
位置に制約があり、また方向性のある表面欠陥の検出が
困難であるなどの問題点があった。
However, JP-A-63-4
In the one-dimensional scanner and television camera used in Japanese Patent Publication No. 0843 and Japanese Unexamined Patent Publication No. 5-180781, the center of the photodetector is arranged on the optical axis of the lens, so that the installation position is restricted. There is also a problem that it is difficult to detect directional surface defects.

【0004】例えば従来のテレビカメラを使用した場合
の撮像装置の設置位置関係を示す立面図を図6に示し
た。図6は、一例として図7、8、9に示した鋼板の被
検査面2の表面欠陥12を鋼板の長手方向から見た図で
ある。図7は被検査面2の平面図で鋼板長手方向20と
鋼板幅方向21を示してある。図8は図7の立面図、図
9は図7の側面図である。図6に示すように、従来のテ
レビカメラでは、被検査面2の詳細な像を得るために
は、結像面11を光検出器4の面に一致させて、光検出
器4の中心とレンズ3の中心を結ぶ主軸7が、被検査面
2に垂直な面内に存在しなければならないという制約が
ある。
FIG. 6 is an elevational view showing the installation positional relationship of the image pickup device when a conventional television camera is used, for example. FIG. 6 is a view of the surface defects 12 of the surface 2 to be inspected of the steel sheet shown in FIGS. 7, 8 and 9 as seen from the longitudinal direction of the steel sheet as an example. FIG. 7 is a plan view of the surface 2 to be inspected, showing the steel plate longitudinal direction 20 and the steel plate width direction 21. 8 is an elevation view of FIG. 7, and FIG. 9 is a side view of FIG. As shown in FIG. 6, in the conventional television camera, in order to obtain a detailed image of the surface 2 to be inspected, the image forming surface 11 is made to coincide with the surface of the photodetector 4, and the center of the photodetector 4 is aligned. There is a constraint that the main axis 7 connecting the centers of the lenses 3 must exist in a plane perpendicular to the surface 2 to be inspected.

【0005】撮像装置の設置位置関係にこのような制約
があると、例えば図7、8、9に示すような、一方が被
検査面に対して急傾斜で他方が緩傾斜となった方向性の
ある表面欠陥12は、信号処理により表面欠陥として検
出するのが困難である。これは、図8の上部方向からの
撮像となるので、表面欠陥12の向って右端の一部を除
くと表面欠陥の面の傾きが小さいので、明暗の変化の小
さい画像信号となるからである。
If there is such a restriction on the installation position relationship of the image pickup apparatus, for example, as shown in FIGS. 7, 8 and 9, one is steeply inclined with respect to the surface to be inspected and the other is steeply inclined. It is difficult to detect the surface defect 12 with a defect as a surface defect by signal processing. This is because the image is picked up from the upper direction in FIG. 8, and the surface inclination of the surface defect is small unless a part of the right end is directed toward the surface defect 12, so that an image signal with a small change in brightness is obtained. .

【0006】これに対して、図10に示すように、被検
査面の法線8に対して傾斜した方向から表面欠陥を撮像
すると、光検出器4の中心とレンズ3の中心を結ぶ主軸
7が被検査面2と交わる点の近傍に存在する表面欠陥
は、光検出器4の面上に結像するために明暗の変化の大
きい画像が得られるが、それ以外の部分に存在する表面
欠陥画像は画像がボケてしまい鮮明な画像が得られな
い。
On the other hand, as shown in FIG. 10, when a surface defect is imaged from a direction inclined with respect to the normal line 8 of the surface to be inspected, the main axis 7 connecting the center of the photodetector 4 and the center of the lens 3 is picked up. The surface defect existing in the vicinity of the intersection of the inspection surface 2 and the surface 2 to be inspected is imaged on the surface of the photodetector 4, so an image with a large change in brightness is obtained, but the surface defect existing in the other parts. The image is blurred and a clear image cannot be obtained.

【0007】したがって大部分の位置では図8に示すよ
うな表面欠陥12が存在していても鮮明な像が得られな
いためにその後の信号処理によって表面欠陥が検出でき
ないという問題点がある。そこで本発明は撮像装置の設
置位置関係に制約がなく、方向性のある表面欠陥も良好
に検出できる撮像方法及び撮像装置を提案することにあ
る。
Therefore, even if the surface defect 12 as shown in FIG. 8 exists at most of the positions, a clear image cannot be obtained, so that the surface defect cannot be detected by the subsequent signal processing. Therefore, the present invention is to propose an imaging method and an imaging apparatus that have no restriction on the installation positional relationship of the imaging apparatus and can favorably detect directional surface defects.

【0008】[0008]

【課題を解決するための手段】本発明は、被検査面の表
面欠陥を検出する光学的な撮像方法において、レンズの
中心と光検出器の中心とを結ぶ主軸を被検査面の法線に
対して傾斜させ、かつ被検査面、レンズ面及び光検出器
面を互いに平行に配置して撮像することを特徴とする表
面欠陥撮像方法である。
According to the present invention, in an optical imaging method for detecting a surface defect on a surface to be inspected, a main axis connecting a center of a lens and a center of a photodetector is defined as a normal line of the surface to be inspected. The surface defect imaging method is characterized in that the surface to be inspected, the lens surface, and the photodetector surface are arranged in parallel with each other and imaged.

【0009】上記方法を好適に実施することができる本
発明の装置は、被検査面を照明する光源と被検査面で散
乱された散乱光を集光するレンズと該レンズで集光され
た散乱光が結像される位置に設置した光検出器とからな
る撮像装置において、レンズの中心と光検出器の中心を
結ぶ主軸が被検査面の法線に対して傾斜を有し、かつ被
検査面と平行にレンズ面及び光検出器面を配置したこと
を特徴とする表面欠陥撮像装置である。この場合、光源
がスリット状であり、光検出器が1次元CCDであり、
かつ光源、光検出器及びレンズの中心を被検査面に垂直
な面内に配設すると好ましい。
An apparatus of the present invention capable of suitably implementing the above method is a light source for illuminating a surface to be inspected, a lens for collecting scattered light scattered on the surface to be inspected, and a scattering light condensed by the lens. In an imaging device including a photodetector installed at a position where light is imaged, a main axis connecting a center of a lens and a center of the photodetector has an inclination with respect to a normal line of a surface to be inspected, and The surface defect imaging device is characterized in that a lens surface and a photodetector surface are arranged parallel to the surface. In this case, the light source is slit-shaped, the photodetector is a one-dimensional CCD,
Moreover, it is preferable that the centers of the light source, the photodetector and the lens are arranged in a plane perpendicular to the surface to be inspected.

【0010】[0010]

【作用】本発明では、被検査面で散乱された散乱光を集
光するレンズの面と、レンズにより集光された散乱光を
検出する光検出器の面が、被検査面に対して平行に配置
されているのでレンズの中心と光検出器の中心とを結ぶ
主軸が、被検査面の法線に対して傾斜を有していても、
被検査面上の視野全体の像が鮮明に光検出器面上に結像
される。従って、従来のような撮像角度の制限がなくな
り、方向性のある表面欠陥も良好に提出することができ
る。被検査面の法線に対するレンズの中心と光検出器の
中心を結ぶ主軸の傾斜は被検査面そのもの及びその附近
の状況や撮像装置に応じて適宜定めればよく、限定され
ないが、実際の装置では30°〜60°が好ましい。
In the present invention, the surface of the lens that collects the scattered light scattered on the surface to be inspected and the surface of the photodetector that detects the scattered light collected by the lens are parallel to the surface to be inspected. Since the main axis connecting the center of the lens and the center of the photodetector is arranged at, even if it has an inclination with respect to the normal to the surface to be inspected,
An image of the entire visual field on the surface to be inspected is clearly formed on the photodetector surface. Therefore, there is no limitation on the imaging angle as in the conventional case, and directional surface defects can be satisfactorily submitted. The inclination of the main axis connecting the center of the lens and the center of the photodetector with respect to the normal to the surface to be inspected may be appropriately determined according to the surface to be inspected and its surroundings, and the imaging device, but is not limited, but an actual device. Then, 30 ° to 60 ° is preferable.

【0011】また、光源をスリット状とし、光検出器を
1次元CCDとし、光源、レンズ及び光検出器の中心を
被検査面に対して垂直である同一平面内で被検査面の法
線に対して傾いた状態に配設すれば、高速で移動する被
検査材に対して、十分な光量を確保することができ、鮮
明な画像を得ることができるので、表面欠陥の検出精度
が向上する。
Further, the light source is slit-shaped, the photodetector is a one-dimensional CCD, and the center of the light source, the lens and the photodetector are in the normal to the surface to be inspected in the same plane perpendicular to the surface to be inspected. If it is arranged so as to be inclined with respect to the material to be inspected that moves at a high speed, a sufficient amount of light can be secured and a clear image can be obtained, so that the accuracy of surface defect detection is improved. .

【0012】[0012]

【実施例】本発明の実施例として、スリット状光源、1
次元CCD及びレンズから構成された1次元の撮像装置
を例に挙げて説明する。図1〜3は被検査面2が走行中
の鋼板表面である表面欠陥撮像装置であって、図1は鋼
板長手方向から見た立面図、図2および図3は鋼板幅方
向から見た側面図である。
EXAMPLES As examples of the present invention, a slit-shaped light source, 1
A one-dimensional image pickup device including a three-dimensional CCD and a lens will be described as an example. 1 to 3 show a surface defect imaging device in which the surface 2 to be inspected is the surface of a steel plate during traveling, FIG. 1 is an elevation view seen from the longitudinal direction of the steel plate, and FIGS. 2 and 3 are seen from the steel plate width direction. It is a side view.

【0013】図1においてスリット状光源1は照明光5
を発し、鋼板の被検査面2を照明する。照明された鋼板
の被検査面2の各点で散乱された散乱光6はレンズ3に
より幅方向に集光され、結像位置に設置した1次元CC
D4によて検出される。このとき、レンズ3の面及び1
次元CCD4の検出面は鋼板被検査面2に対して平行に
配置されている。このため1次元CCD4の中心とレン
ズ3の中心を結ぶ主軸7が、鋼板被検査面2の法線8に
対して傾いていても、鋼板被検査面2上の視野全体の像
が1次元CCD4の検出面上で、像のボケを生じること
なく結像することが可能となる。従って、方向性のある
表面欠陥も良好に検出することができる。
In FIG. 1, the slit-shaped light source 1 is an illumination light 5
To illuminate the surface 2 to be inspected of the steel sheet. The scattered light 6 scattered at each point on the surface 2 to be inspected of the illuminated steel plate is condensed in the width direction by the lens 3, and the one-dimensional CC installed at the image forming position.
Detected by D4. At this time, the surface of the lens 3 and 1
The detection surface of the dimensional CCD 4 is arranged parallel to the steel plate surface 2 to be inspected. Therefore, even if the main axis 7 connecting the center of the one-dimensional CCD 4 and the center of the lens 3 is tilted with respect to the normal line 8 of the steel plate inspected surface 2, the image of the entire visual field on the steel plate inspected surface 2 is one-dimensional CCD 4 It is possible to form an image on the detection surface of 1 without causing the image to be blurred. Therefore, directional surface defects can also be detected satisfactorily.

【0014】図2は光源1及び1次元CCD4の中心と
レンズ3の中心を結ぶ主軸7が、鋼板長さ方向に垂直な
面内に存在する場合について示したが、光源1は必ずし
もこの位置でなくともよい。また図3に示すように1次
元CCD4の中心とレンズ3の中心を結ぶ主軸7が、鋼
板長さ方向に垂直な面から傾いていてもよい。図3では
光源1が鋼板長さ方向に垂直な面に存在する場合を示し
たが、必ずしもこの位置でなくとも、被検査面の側にあ
ればよい。
FIG. 2 shows the case where the main axis 7 connecting the centers of the light source 1 and the one-dimensional CCD 4 and the center of the lens 3 exists in a plane perpendicular to the length direction of the steel sheet, but the light source 1 is not always located at this position. You don't have to. Further, as shown in FIG. 3, the main axis 7 connecting the center of the one-dimensional CCD 4 and the center of the lens 3 may be inclined from a plane perpendicular to the length direction of the steel sheet. Although FIG. 3 shows the case where the light source 1 exists on the surface perpendicular to the length direction of the steel sheet, it does not necessarily have to be at this position as long as it is on the side of the surface to be inspected.

【0015】被検査面2の長手方向に亘って表面欠陥を
検査するためには、被検査面が長手方向に移動している
工程に本装置を設置するか、又は、本装置を長手方向に
添って移動することによって行う。本発明の別の実施例
として、平面状の光源1、2次元CCD4及びシリンド
リカルレンズ3を用いた2次元撮像装置を図4、図5に
示す。鋼板長手方向から見た立面図は図1と同じ配置で
ある。図4では2次元CCD4の中心とシリンドリカル
レンズ3の中心を結ぶ主軸7が鋼板長手方向に垂直とな
っているが、図5に示すように、主軸7が鋼板長手方向
に傾きをもった配置としても構わない。
In order to inspect the surface defects along the longitudinal direction of the surface 2 to be inspected, the apparatus is installed in a process in which the surface to be inspected is moving in the longitudinal direction, or the apparatus is moved in the longitudinal direction. This is done by moving along. As another embodiment of the present invention, a two-dimensional image pickup apparatus using a planar light source 1, a two-dimensional CCD 4 and a cylindrical lens 3 is shown in FIGS. The elevation view seen from the longitudinal direction of the steel plate has the same arrangement as in FIG. In FIG. 4, the main shaft 7 connecting the center of the two-dimensional CCD 4 and the center of the cylindrical lens 3 is perpendicular to the longitudinal direction of the steel plate, but as shown in FIG. 5, the main shaft 7 is arranged so as to be inclined in the longitudinal direction of the steel plate. I don't mind.

【0016】なお、光学的な配置については上記図1〜
図5の実施例において幅方向と長手方向が逆であっても
構わない。また図1〜図5に示した実施例では一方向か
らのみ撮像しているものを示しているが、これに限定さ
れるものではなく、複数の方向から撮像してもよい。ま
た、上記実施例では鋼板の表面欠陥の撮像について述べ
たが、鋼板、アルミ板などの金属板やポリエチレンフィ
ルムなどの非金属であってもよく、種々の材質の被検査
面の撮像に本発明を使用することができる。
The optical arrangement is shown in FIGS.
In the embodiment of FIG. 5, the width direction and the longitudinal direction may be opposite. Further, although the embodiment shown in FIGS. 1 to 5 shows the image picked up from only one direction, the present invention is not limited to this, and the image may be picked up from a plurality of directions. Further, in the above embodiment, the imaging of the surface defects of the steel plate was described, but the invention may be applied to the imaging of the surface to be inspected of various materials by using a metal plate such as a steel plate or an aluminum plate or a non-metal such as a polyethylene film. Can be used.

【0017】[0017]

【発明の効果】本発明による撮像方法及び撮像装置によ
れば設置位置関係に制約がなく、方向性のある表面欠陥
も良好に撮像できるので、従来検出洩れとなっていた表
面欠陥が検出できるために製品不良の早期発見、次工程
での歩留り向上の効果が得られた。
According to the image pickup method and the image pickup apparatus of the present invention, there is no restriction on the installation positional relationship and directional surface defects can be satisfactorily imaged, so that the surface defect which has conventionally been missed can be detected. Moreover, the effects of early detection of product defects and improvement of yield in the next process were obtained.

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

【図1】本発明の実施例の1次元撮像装置の構成と配置
を示す立面図である。
FIG. 1 is an elevational view showing the configuration and arrangement of a one-dimensional image pickup apparatus according to an embodiment of the present invention.

【図2】本発明の実施例の1次元撮像装置の構成と配置
を示す側面図である。
FIG. 2 is a side view showing the configuration and arrangement of the one-dimensional image pickup apparatus according to the embodiment of the present invention.

【図3】本発明の別の実施例の1次元撮像装置の構成と
配置を示す側面図である。
FIG. 3 is a side view showing the configuration and arrangement of a one-dimensional image pickup apparatus according to another embodiment of the present invention.

【図4】本発明の実施例の2次元撮像装置の構成と配置
を示す側面図である。
FIG. 4 is a side view showing the configuration and arrangement of the two-dimensional imaging device according to the embodiment of the present invention.

【図5】本発明の別の実施例の2次元撮像装置の構成と
配置を示す側面図である。
FIG. 5 is a side view showing the configuration and arrangement of a two-dimensional image pickup apparatus according to another embodiment of the present invention.

【図6】従来のテレビカメラの設置方法を示す立面図で
ある。
FIG. 6 is an elevational view showing a method of installing a conventional television camera.

【図7】方向性のある表面欠陥を示す平面図である。FIG. 7 is a plan view showing directional surface defects.

【図8】方向性のある表面欠陥を示す立面図である。FIG. 8 is an elevational view showing directional surface defects.

【図9】方向性のある表面欠陥を示す側面図である。FIG. 9 is a side view showing directional surface defects.

【図10】従来のテレビカメラで方向性のある表面欠陥
を撮像しようとした場合の正面図である。
FIG. 10 is a front view when a conventional television camera tries to capture an image of a directional surface defect.

【符号の説明】[Explanation of symbols]

1 光源 2 被検査面 3 レンズ 4 光検出器
(CCD) 5 照明光 6 散乱光 7 主軸 8 法線 11 結像面 12 表面欠陥 20 鋼板長手方向 21 鋼板幅方向
1 Light source 2 Surface to be inspected 3 Lens 4 Photodetector (CCD) 5 Illumination light 6 Scattered light 7 Main axis 8 Normal line 11 Image plane 12 Surface defect 20 Steel plate longitudinal direction 21 Steel plate width direction

Claims (3)

【特許請求の範囲】[Claims] 【請求項1】 被検査面の表面欠陥を検出する光学的な
撮像方法において、レンズの中心と光検出器の中心とを
結ぶ主軸を被検査面の法線に対して傾斜させ、かつ被検
査面、レンズ面及び光検出器面を互いに平行に配置して
撮像することを特徴とする表面欠陥撮像方法。
1. An optical imaging method for detecting surface defects on a surface to be inspected, wherein a main axis connecting a center of a lens and a center of a photodetector is tilted with respect to a normal line of the surface to be inspected. Surface, a lens surface, and a photodetector surface are arranged in parallel to each other and imaged.
【請求項2】 被検査面を照明する光源と被検査面で散
乱された散乱光を集光するレンズと該レンズで集光され
た散乱光が結像される位置に設置した光検出器とからな
る撮像装置において、 レンズの中心と光検出器の中心を結ぶ主軸が被検査面の
法線に対して傾斜を有し、かつ被検査面と平行にレンズ
面及び光検出器面を配置したことを特徴とする表面欠陥
撮像装置。
2. A light source that illuminates the surface to be inspected, a lens that collects the scattered light scattered by the surface to be inspected, and a photodetector installed at a position where the scattered light collected by the lens is imaged. In the imaging device consisting of, the main axis connecting the center of the lens and the center of the photodetector is inclined with respect to the normal to the surface to be inspected, and the lens surface and the photodetector surface are arranged parallel to the surface to be inspected. A surface defect imaging device characterized by the above.
【請求項3】 光源がスリット状であり、光検出器が1
次元CCDであり、かつ光源、光検出器及びレンズの中
心が被検査面に垂直な面内に配設したことを特徴とする
請求項2記載の表面欠陥の撮像装置。
3. The light source is slit-shaped, and the photodetector is 1
3. The surface defect imaging device according to claim 2, wherein the imaging device is a three-dimensional CCD, and the centers of the light source, the photodetector and the lens are arranged in a plane perpendicular to the surface to be inspected.
JP14775694A 1994-06-29 1994-06-29 Method and apparatus for imaging surface defect Withdrawn JPH0815177A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP14775694A JPH0815177A (en) 1994-06-29 1994-06-29 Method and apparatus for imaging surface defect

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP14775694A JPH0815177A (en) 1994-06-29 1994-06-29 Method and apparatus for imaging surface defect

Publications (1)

Publication Number Publication Date
JPH0815177A true JPH0815177A (en) 1996-01-19

Family

ID=15437451

Family Applications (1)

Application Number Title Priority Date Filing Date
JP14775694A Withdrawn JPH0815177A (en) 1994-06-29 1994-06-29 Method and apparatus for imaging surface defect

Country Status (1)

Country Link
JP (1) JPH0815177A (en)

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005003447A (en) * 2003-06-10 2005-01-06 Topcon Corp Method and apparatus for inspecting surface
JP2005024327A (en) * 2003-06-30 2005-01-27 Topcon Corp Surface inspection method and surface inspection device
JP2007252831A (en) * 2006-03-24 2007-10-04 Hitachi Maxell Ltd Imaging apparatus and bio-certifying apparatus
JP2011069749A (en) * 2009-09-28 2011-04-07 Fujitsu Ltd Apparatus and method for inspecting surface
WO2012153662A1 (en) * 2011-05-10 2012-11-15 旭硝子株式会社 Method for inspecting minute defect of translucent board-like body, and apparatus for inspecting minute defect of translucent board-like body

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005003447A (en) * 2003-06-10 2005-01-06 Topcon Corp Method and apparatus for inspecting surface
JP2005024327A (en) * 2003-06-30 2005-01-27 Topcon Corp Surface inspection method and surface inspection device
JP2007252831A (en) * 2006-03-24 2007-10-04 Hitachi Maxell Ltd Imaging apparatus and bio-certifying apparatus
JP2011069749A (en) * 2009-09-28 2011-04-07 Fujitsu Ltd Apparatus and method for inspecting surface
WO2012153662A1 (en) * 2011-05-10 2012-11-15 旭硝子株式会社 Method for inspecting minute defect of translucent board-like body, and apparatus for inspecting minute defect of translucent board-like body

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