JPH06160066A - Apparatus for visual inspection - Google Patents

Apparatus for visual inspection

Info

Publication number
JPH06160066A
JPH06160066A JP31328192A JP31328192A JPH06160066A JP H06160066 A JPH06160066 A JP H06160066A JP 31328192 A JP31328192 A JP 31328192A JP 31328192 A JP31328192 A JP 31328192A JP H06160066 A JPH06160066 A JP H06160066A
Authority
JP
Japan
Prior art keywords
inspected
image
inspection
robot
camera
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
Application number
JP31328192A
Other languages
Japanese (ja)
Inventor
Masaaki Takao
昌明 高尾
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.)
Sekisui Chemical Co Ltd
Original Assignee
Sekisui Chemical Co 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 Sekisui Chemical Co Ltd filed Critical Sekisui Chemical Co Ltd
Priority to JP31328192A priority Critical patent/JPH06160066A/en
Publication of JPH06160066A publication Critical patent/JPH06160066A/en
Pending legal-status Critical Current

Links

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  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Abstract

PURPOSE:To easily conduct the optimum inspection from an arbitrary direction with a small number of facilities. CONSTITUTION:Photographing means 4a, 4b for photographing a part to be inspected of an inspection object, illumination means 3a, 3b for obtaining their images, a robot for freely moving in a three-dimensional direction so as to arrange the part to be inspected of the object at a focus point of an optical system composed of the photographing means 4a, 4b and the illumination means 3a, 3b in a condition to hold another part not to be inspected of the object and an image processing means 2 for performing quality discrimination of the object on the basis of its processing result are provided.

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、立体物の外観を全方向
から検査する外観検査装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an appearance inspection device for inspecting the appearance of a three-dimensional object from all directions.

【0002】[0002]

【従来の技術】従来、立体物の各箇所に発生する欠け不
良のような外観検査を自動で行う装置としては図5乃至
図7に示すものがある。
2. Description of the Related Art Conventionally, there is an apparatus shown in FIG. 5 to FIG. 7 as an apparatus for automatically performing an appearance inspection such as a chipping defect occurring at each place of a three-dimensional object.

【0003】まず、図5に示すように、検査の対象物5
0の検査すべき各部分の正面に対して複数のカメラ54
a,54b,54c及び照明53a,53b,53cが
設置され、これらのカメラ54a,54b,54cの各
々から得られる画像データを画像処理によって良否を判
断する装置がある。
First of all, as shown in FIG.
Multiple cameras 54 in front of each part to be inspected
a, 54b, 54c and illuminations 53a, 53b, 53c are installed, and there is a device for judging the quality of image data obtained from each of these cameras 54a, 54b, 54c by image processing.

【0004】また、図7は、実開平3−1134109
に開示された構成を示す概略図である。検査対象物とな
るポンプ1は位置決め装置72に載置され、この位置決
め装置72の側方に設置された多関節ロボット73の先
端部にはカメラ74及び照明器具が保持されており、カ
メラ74及び照明器具を三次元的かつ任意の姿勢に移動
させることができる。この多関節ロボット73の動作範
囲は、検査対象であるポンプ71を全方向から観察でき
るように設置されている。このカメラ74により撮影さ
れた画像信号は画像処理装置77に送られ、画像処理さ
れる。さらに、画像処理された画像データはパソコン7
8に送られ、予め教示された基準データと比較すること
により、その良否が判断される。また、画像処理装置7
7及びパソコン78に所定の指令を与えるためのシステ
ム制御盤79が設けられている。
Further, FIG. 7 shows an actual flat plate 3-1134109.
2 is a schematic diagram showing the configuration disclosed in FIG. The pump 1 to be inspected is placed on the positioning device 72, and a camera 74 and a lighting device are held at the tip of the articulated robot 73 installed on the side of the positioning device 72. The lighting fixture can be moved in a three-dimensional and arbitrary posture. The operating range of the articulated robot 73 is set so that the pump 71 to be inspected can be observed from all directions. The image signal photographed by the camera 74 is sent to the image processing device 77 and subjected to image processing. Further, the image processed image data is sent to the personal computer 7.
The quality is judged by comparing it with the reference data taught in advance. In addition, the image processing device 7
7 and a personal computer 78 are provided with a system control panel 79 for giving a predetermined command.

【0005】[0005]

【発明が解決しようとする課題】ところが、上述した前
者の従来例では、検査箇所の数だけのカメラを必要とす
るため、例えば、多くの箇所の検査が必要な場合は大が
かりな設備となってスペース上の制約がある場合にはカ
メラの設置が困難となる場合もあり問題であった。ま
た、後者の従来例では、照明装置はロボット先端部にカ
メラと同時に保持される。したがって、透過照明方式で
対象物を検査する場合、図6に示すように大きな照明装
置63をカメラ64の視野延長線上に保持する必要があ
り、検査箇所によっては検査ができず、非常に困難であ
った。この場合、照明装置を固定する方法もあるが、こ
のときはカメラの位置によって照明条件が変わり、最適
な照明で全方向からの検査を実現することはできず、検
査精度の低下につながるという問題があった。
However, the former conventional example described above requires as many cameras as the number of inspection points. Therefore, for example, when inspection of many points is required, it is a large-scale facility. If there is a space limitation, it may be difficult to install the camera, which is a problem. Further, in the latter conventional example, the illumination device is held at the tip of the robot simultaneously with the camera. Therefore, in the case of inspecting an object by the transillumination method, it is necessary to hold a large illumination device 63 on the extension line of the field of view of the camera 64 as shown in FIG. there were. In this case, there is also a method of fixing the lighting device, but at this time the lighting conditions change depending on the position of the camera, and it is not possible to implement inspection from all directions with optimal illumination, which leads to a decrease in inspection accuracy. was there.

【0006】本発明はこれらの問題点を解決すべくなさ
れたもので、立体形状の対象物の外観検査を行うに際
し、任意の方向からの最適な検査を容易に、しかも少な
い設備で実現できる外観検査装置を提供することを目的
とする。
The present invention has been made in order to solve these problems, and when performing a visual inspection of a three-dimensional object, an external appearance that can be easily and optimally inspected from any direction with a small amount of equipment. An object is to provide an inspection device.

【0007】[0007]

【課題を解決するための手段】上記の目的を達成するた
めに、本発明の外観検査装置は、実施例に対応する図1
を参照しつつ説明すると、検査対象物の被検査箇所を撮
像するカメラ4a,4bと、その被検査箇所の画像を得
るための光の照射を行う照明装置3a,3bと、対象物
の被検査箇所でない部分をハンド1aにより保持した状
態で、その対象物の被検査箇所をカメラ4a,4b及び
照明装置3a,3bよりなる光学系の焦点位置に配置す
るよう三次元方向に自在に移動するロボット1と、カメ
ラ4a,4b及び照明装置3a,3bの駆動により得ら
れた画像を画像処理することにより得られる画像データ
に基づいて検査対象物の良否判定を行う画像処理装置2
とにより構成されていることによって特徴付けられてい
る。
In order to achieve the above-mentioned object, the appearance inspection apparatus of the present invention is shown in FIG.
With reference to FIG. 4, cameras 4a and 4b for picking up an image of a portion to be inspected of an inspection object, illumination devices 3a and 3b for irradiating light to obtain an image of the portion to be inspected, and an object to be inspected A robot that freely moves in a three-dimensional direction such that a portion to be inspected of the target object is held at a focus position of an optical system including cameras 4a and 4b and illumination devices 3a and 3b while holding a portion other than the portion with a hand 1a. 1 and an image processing device 2 for determining the quality of an inspection object based on image data obtained by performing image processing on images obtained by driving the cameras 4a and 4b and the illumination devices 3a and 3b.
It is characterized by being composed of and.

【0008】[0008]

【作用】三次元方向に自在に移動するロボットの駆動に
より、検査対象物の被検査箇所でない部分が保持され、
検査対象物の被検査箇所は撮像手段と照明手段よりなる
光学系の焦点位置に、その被検査箇所を撮像手段に向け
た状態で配置され、撮像手段によってこの被検査箇所の
明確な画像を得ることができる。
[Operation] By driving a robot that freely moves in the three-dimensional direction, a portion of the inspection object which is not the inspected portion is held,
The inspected portion of the inspection object is arranged at the focal position of the optical system including the image pickup means and the illumination means, with the inspected portion facing the image pickup means, and the image pickup means obtains a clear image of the inspected portion. be able to.

【0009】また、このようなロボットの駆動を繰り返
すことにより、任意の方向からの画像、すなわち、複数
の被検査箇所の明確な画像を得ることができる。
By repeating such driving of the robot, it is possible to obtain an image from any direction, that is, a clear image of a plurality of inspection points.

【0010】[0010]

【実施例】図2は本発明実施例の装置構成を示す概略図
である。以下、図面に基づいて本発明実施例を説明す
る。
FIG. 2 is a schematic diagram showing the apparatus configuration of an embodiment of the present invention. Embodiments of the present invention will be described below with reference to the drawings.

【0011】本実施例では、射出成形品の外観の検査を
例にあげたものである。まず、この被検査対象物の射出
成形品の概略形状を図4に示す。この成形品での検出対
象欠陥は欠け不良であり、この欠け不良は金型内に樹脂
を注入するゲートの位置によって発生箇所がほぼ決まっ
ており、本対象物においては図4に示す(1) ・・・・(7) に
示す7箇所の部分において欠陥が発生する可能性があ
る。したがって、これら7箇所の被検査箇所を全て検査
できるように構成されている。
In this embodiment, the appearance of the injection-molded product is inspected. First, FIG. 4 shows a schematic shape of an injection-molded product of this inspection object. The defect to be detected in this molded product is a chipping defect, and this chipping defect is almost determined by the position of the gate that injects the resin into the mold, and in this object, it is shown in Fig. 4 (1). --- Defects may occur at the seven locations shown in (7). Therefore, it is configured so that all of these seven locations to be inspected can be inspected.

【0012】検査対象物の被検査箇所を撮像するカメラ
は、反射用カメラ14a及び透過用カメラ14bが備え
られている。これらのカメラは、被検査箇所に発生する
欠陥の画像が最も明瞭に得られる照明方式が予め設定さ
れており、その被検査箇所によって反射用カメラ14a
あるいは透過用カメラ14bの使い分けがなされるよう
にロボット及び画像処理装置がプログラムされている。
また、これらのカメラ14a,14bにより撮像する場
合の照明を行うための透過・反射照明装置13が設置さ
れている。これらのカメラ14a,14b及び透過・反
射照明装置13はロボット・照明架台24上に設置され
ている。また、このロボット・照明架台24上には多関
節ロボット11が設置されており、その先端には成形品
を保持するための成形品ハンド11aが設けられてい
る。この多関節ロボット11は対象物の被検査箇所を全
てカメラ14a,14bの焦点距離の位置に移動させる
自由度及び大きさを有している。また、成形品ハンド1
1aは図4に示すように被検査箇所のいずれの検査にも
障害がない箇所を保持するように構成されている。この
多関節ロボット11はロボットコントローラ21からの
駆動信号によって駆動する。さらに、上述のカメラ14
a,14bによって得られた画像は画像処理装置12に
おいて後述する画像処理によって不良判定がなされる。
この判定の結果等の情報はモニタ23に映し出されると
ともに、判定の結果、良品と判定された成形品は良品排
出コンベア28に、また不良品と判定された成形品は不
良品シュート25に排出される。
A camera for picking up an image of a portion to be inspected of an inspection object is provided with a reflection camera 14a and a transmission camera 14b. These cameras are preset with an illumination method that can most clearly obtain an image of a defect that occurs at an inspected portion, and the reflection camera 14a depends on the inspected portion.
Alternatively, the robot and the image processing apparatus are programmed so that the transparent camera 14b is used properly.
Further, a transmissive / reflective illuminating device 13 is provided for illuminating when imaging with these cameras 14a and 14b. The cameras 14a and 14b and the transmission / reflection illumination device 13 are installed on a robot / illumination stand 24. Further, the articulated robot 11 is installed on the robot / lighting stand 24, and a molded product hand 11a for holding a molded product is provided at the tip thereof. The articulated robot 11 has the degree of freedom and size to move all the inspected portions of the object to the positions of the focal lengths of the cameras 14a and 14b. Also, molded product hand 1
As shown in FIG. 4, the la 1a is configured to hold a portion having no obstacle in any of the inspection portions. The articulated robot 11 is driven by a drive signal from the robot controller 21. Furthermore, the above-mentioned camera 14
The images obtained by a and 14b are subjected to defect determination by the image processing described later in the image processing device 12.
Information such as the result of this determination is displayed on the monitor 23, and a molded product determined to be a non-defective product is discharged to the non-defective product conveyor 28, and a molded product determined to be a non-defective product is discharged to the defective product chute 25 as a result of the determination. It

【0013】以上の構成の本発明実施例の外観検査装置
の動作を以下に説明する。まず、射出成形機26によっ
て成形された成形品は、取出機29により金型より取り
出され、成形品受け治具27によって簡易位置が決めら
れ、固定される。制御盤22は取出機29からの排出完
了信号を受け、ロボットコントローラ21に動作開始信
号を出力する。ロボットコントローラ21は、制御盤2
2からの動作開始信号を受け、成形品を多関節ロボット
11の先端に取りつけられた成形品ハンド11aによっ
て被検査箇所でない部分を保持した状態で持ち上げ、そ
の成形品は多関節ロボット11により、被検査箇所を順
次カメラの焦点位置に移動させられる。この時のカメラ
の選択は、ロボットコントローラ21に予め組み込まれ
たプログラムによってなされるようになっている。すな
わち、このプログラムには被検査箇所に応じて、その照
明方式が設定されており、各々の方式でのカメラの焦点
位置に移動するようコントロールされる。
The operation of the appearance inspection apparatus of the embodiment of the present invention having the above configuration will be described below. First, the molded product molded by the injection molding machine 26 is taken out of the mold by the unloader 29, and the simple position is determined and fixed by the molded product receiving jig 27. The control panel 22 receives the discharge completion signal from the unloader 29 and outputs an operation start signal to the robot controller 21. The robot controller 21 is the control panel 2
In response to the operation start signal from 2, the molded product is lifted by the molded product hand 11a attached to the end of the articulated robot 11 while holding a portion other than the inspected part, and the molded product is The inspection points can be sequentially moved to the focus position of the camera. The selection of the camera at this time is made by a program installed in the robot controller 21 in advance. That is, the illumination system is set in this program according to the inspected portion, and the program is controlled to move to the focal position of the camera in each system.

【0014】このようにしてロボットが適当なカメラの
焦点位置への移動を完了すると、制御盤22からの移動
完了信号が出力されることにより、画像処理装置12は
カメラからの画像を取り込む。この時、反射用カメラ1
4a及び透過用カメラ14bのどちらのカメラから画像
を取り込むかについては、上述したロボットコントロー
ラ21に予め組み込まれたプログラムに対応して画像処
理装置12内に予めプログラムされている。
When the robot completes the movement to the proper focus position of the camera in this way, the movement completion signal is output from the control panel 22 so that the image processing device 12 takes in the image from the camera. At this time, the reflection camera 1
Which of the 4a camera and the transmissive camera 14b is used to capture an image is preprogrammed in the image processing apparatus 12 in accordance with a program previously incorporated in the robot controller 21 described above.

【0015】ここで、画像処理装置12内に取り込まれ
た画像は、図3に示す処理手順に従って、成形品の判定
が行われる。以下にその手順を説明する。まず、CCD
カメラ34からの画像はA/D変換された後(STEP.1)、
予め設定されたしきい値で2値化される(STEP.2)。ここ
で、予め設定された矩形領域内の面積が計測される(STE
P.3)。その後、予め設定してある判定基準値と(STEP.3)
で計測された面積とが比較され(STEP.4)、判定基準値を
下回った場合は不良と判定される(STEP.5)。
Here, the image taken in the image processing device 12 is subjected to the determination of the molded product according to the processing procedure shown in FIG. The procedure will be described below. First, CCD
After the image from the camera 34 is A / D converted (STEP.1),
It is binarized with a preset threshold value (STEP.2). Here, the area within a preset rectangular area is measured (STE
P.3). Then, with the preset reference value (STEP.3)
It is compared with the area measured in (STEP.4), and if it is less than the judgment reference value, it is judged to be defective (STEP.5).

【0016】このようにして、不良と判定された場合、
画像処理装置よりロボットへ不良判定信号が出力され
る。ロボットは全7箇所の被検査箇所をカメラの焦点位
置に移動させた後、不良判定信号が出力されていればそ
の成形品を不良シュート25へ、出力されていなければ
その成形品を良品排出コンベアへ排出した後、原点復帰
する。
In this way, when it is determined that the defect is present,
A defect determination signal is output from the image processing device to the robot. The robot moves all seven inspected points to the focus position of the camera, and if a defect determination signal is output, the molded product is sent to the defective chute 25. If not, the molded product is delivered to the non-defective conveyor. After discharging to, return to origin.

【0017】なお、本発明実施例では画像処理による良
否判定の方法として、2値化及び矩形領域内面積計測を
行う方法を用いたが、これに限ることなく、被検査箇所
の特徴により、例えば、エッジ形状等に応じた検出方法
を用いてもよい。
In the embodiment of the present invention, the method of binarizing and measuring the area in the rectangular area is used as the method of judging the quality by image processing. Alternatively, a detection method according to the edge shape or the like may be used.

【0018】さらに、カメラの種類についてもCCDに
限ることなく、例えばMOS等でもよいし、また照明装
置についても蛍光灯、ハロゲンランプ等、被検査箇所の
画像が得られるものであれば何でもよい。また、カメラ
や照明装置は何台取りつけてもよいことは言うまでもな
い。
Further, the type of camera is not limited to CCD, but may be MOS or the like, and the illuminating device may be any one capable of obtaining an image of an inspected portion such as a fluorescent lamp or a halogen lamp. Needless to say, any number of cameras and lighting devices may be attached.

【0019】[0019]

【発明の効果】以上述べたように、本発明によれば、検
査対象物の被検査箇所を撮像する撮像手段及びその画像
を得るための照明手段と、対象物の被検査箇所でない部
分を保持した状態で、その対象物の被検査箇所を撮像手
段及び照明手段よりなる光学系の焦点位置に配置するよ
う三次元方向に自在に移動するロボットと、得られた画
像を画像処理し、その処理結果に基づいて検査対象物の
良否判定を行う画像処理手段とを設けた構成としたか
ら、任意の方向からの最適な検査を容易に行うことがで
き、しかも、少ない設備でこれらの検査を容易に行うこ
とができる。
As described above, according to the present invention, an image pickup means for picking up an inspected portion of an inspection object, an illuminating means for obtaining the image, and a portion of the object which is not the inspected portion are held. In this state, the robot that freely moves in the three-dimensional direction so that the inspected portion of the object is located at the focal position of the optical system including the image pickup means and the illumination means, and the obtained image is image-processed Since the image processing means for judging the quality of the inspection object based on the result is provided, the optimum inspection can be easily performed from any direction, and the inspection can be easily performed with a small amount of equipment. Can be done.

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

【図1】本発明実施例の構成を示す概略図FIG. 1 is a schematic diagram showing a configuration of an embodiment of the present invention.

【図2】本発明実施例における装置構成を示す概略図FIG. 2 is a schematic diagram showing a device configuration in an embodiment of the present invention.

【図3】本発明実施例における処理順序を示す説明図FIG. 3 is an explanatory diagram showing a processing order in the embodiment of the present invention.

【図4】本発明実施例に用いられた被検査対象物の概略
形状
FIG. 4 is a schematic shape of an object to be inspected used in an embodiment of the present invention.

【図5】従来例の装置構成を示す概略図FIG. 5 is a schematic diagram showing a device configuration of a conventional example.

【図6】従来例に用いられている透過照明方式を説明す
る図
FIG. 6 is a diagram illustrating a transillumination system used in a conventional example.

【図7】もう1つの従来例の装置構成を示す概略図FIG. 7 is a schematic diagram showing the configuration of another conventional device.

【符号の説明】 1・・・・ロボット 1a・・・・ハンド 2・・・・画像処理装置 3a,3b・・・・照明装置 4a,4b・・・・カメラ[Explanation of Codes] 1 ... Robot 1a ... Hand 2 ... Image processing device 3a, 3b ... Lighting device 4a, 4b ... Camera

Claims (1)

【特許請求の範囲】[Claims] 【請求項1】 検査対象物の被検査箇所を撮像する撮像
手段と、その被検査箇所の画像を得るための光の照射を
行う照明手段と、上記対象物の被検査箇所でない部分を
保持した状態で、その対象物の被検査箇所を上記撮像手
段及び照明手段よりなる光学系の焦点位置に配置するよ
う三次元方向に自在に移動するロボットと、上記撮像手
段及び照明手段の駆動により得られた画像を画像処理す
ることにより得られる画像データに基づいて検査対象物
の良否判定を行う画像処理手段とを備えてなる外観検査
装置。
1. An image pickup means for picking up an image of a portion to be inspected of an inspection object, an illumination means for irradiating light to obtain an image of the portion to be inspected, and a portion of the object which is not the portion to be inspected are held. In this state, the robot is freely movable in the three-dimensional direction so that the inspected portion of the object is arranged at the focal position of the optical system including the image pickup means and the illumination means, and the robot is obtained by driving the image pickup means and the illumination means. And an image processing unit that determines whether the inspection target is good or bad based on image data obtained by performing image processing on the image.
JP31328192A 1992-11-24 1992-11-24 Apparatus for visual inspection Pending JPH06160066A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP31328192A JPH06160066A (en) 1992-11-24 1992-11-24 Apparatus for visual inspection

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP31328192A JPH06160066A (en) 1992-11-24 1992-11-24 Apparatus for visual inspection

Publications (1)

Publication Number Publication Date
JPH06160066A true JPH06160066A (en) 1994-06-07

Family

ID=18039325

Family Applications (1)

Application Number Title Priority Date Filing Date
JP31328192A Pending JPH06160066A (en) 1992-11-24 1992-11-24 Apparatus for visual inspection

Country Status (1)

Country Link
JP (1) JPH06160066A (en)

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08132503A (en) * 1994-11-11 1996-05-28 Etou Denki Kk Mold monitoring device
JPH11326235A (en) * 1998-05-06 1999-11-26 Ntt Fanet Systems Kk Visual inspection method and device for object to be inspected
JP2009150720A (en) * 2007-12-19 2009-07-09 Casio Comput Co Ltd Weldline inspection device, weldline inspection method and manufacturing method of resin-molded product
WO2009093349A1 (en) * 2008-01-23 2009-07-30 Sumitomo Wiring Systems, Ltd. Appearance inspection device
US7782451B2 (en) 2006-03-10 2010-08-24 Omron Corporation Device for and method of inspecting surface condition having different curvatures
JP2012223840A (en) * 2011-04-15 2012-11-15 Yaskawa Electric Corp Robot system, and inspection method using robot system
JP2015172575A (en) * 2014-03-05 2015-10-01 タイコ エレクトロニクス (シャンハイ) カンパニー リミテッド programmable digital machine vision inspection system
CN106546173A (en) * 2016-11-01 2017-03-29 宁波舜宇智能科技有限公司 For detecting the equipment and its detection method of components and parts
JP2017095276A (en) * 2015-11-27 2017-06-01 株式会社ニチリン Article supply device
JP2017104947A (en) * 2015-12-10 2017-06-15 グローリー株式会社 Individual confirmation system and robot
JP2018116007A (en) * 2017-01-20 2018-07-26 オムロン株式会社 Inspection system, controller, inspection method, and inspection program
WO2023026699A1 (en) * 2021-08-27 2023-03-02 日立Astemo株式会社 Appearance inspecting device and appearance inspecting method

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08132503A (en) * 1994-11-11 1996-05-28 Etou Denki Kk Mold monitoring device
JPH11326235A (en) * 1998-05-06 1999-11-26 Ntt Fanet Systems Kk Visual inspection method and device for object to be inspected
US7782451B2 (en) 2006-03-10 2010-08-24 Omron Corporation Device for and method of inspecting surface condition having different curvatures
JP2009150720A (en) * 2007-12-19 2009-07-09 Casio Comput Co Ltd Weldline inspection device, weldline inspection method and manufacturing method of resin-molded product
WO2009093349A1 (en) * 2008-01-23 2009-07-30 Sumitomo Wiring Systems, Ltd. Appearance inspection device
JP2012223840A (en) * 2011-04-15 2012-11-15 Yaskawa Electric Corp Robot system, and inspection method using robot system
JP2015172575A (en) * 2014-03-05 2015-10-01 タイコ エレクトロニクス (シャンハイ) カンパニー リミテッド programmable digital machine vision inspection system
JP2017095276A (en) * 2015-11-27 2017-06-01 株式会社ニチリン Article supply device
JP2017104947A (en) * 2015-12-10 2017-06-15 グローリー株式会社 Individual confirmation system and robot
CN106546173A (en) * 2016-11-01 2017-03-29 宁波舜宇智能科技有限公司 For detecting the equipment and its detection method of components and parts
CN106546173B (en) * 2016-11-01 2020-04-17 宁波舜宇智能科技有限公司 Device for detecting components and detection method thereof
JP2018116007A (en) * 2017-01-20 2018-07-26 オムロン株式会社 Inspection system, controller, inspection method, and inspection program
WO2023026699A1 (en) * 2021-08-27 2023-03-02 日立Astemo株式会社 Appearance inspecting device and appearance inspecting method

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