JP2008151720A - Cylinder appearance inspecting method - Google Patents

Cylinder appearance inspecting method Download PDF

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JP2008151720A
JP2008151720A JP2006342011A JP2006342011A JP2008151720A JP 2008151720 A JP2008151720 A JP 2008151720A JP 2006342011 A JP2006342011 A JP 2006342011A JP 2006342011 A JP2006342011 A JP 2006342011A JP 2008151720 A JP2008151720 A JP 2008151720A
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image
cylindrical body
workpiece
inspection
cylindrical
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JP4907330B2 (en
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Kazunori Noso
千典 農宗
Yukio Yoshikawa
幸男 吉川
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Nidec Tosok Corp
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Nidec Tosok Corp
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Abstract

<P>PROBLEM TO BE SOLVED: To provide a cylinder appearance inspecting method for accurately inspecting a cylinder without a rotation. <P>SOLUTION: A lateral image of a workpiece as a reference is cylindrically developed. A conversion image having a curved portion flatly developed is acquired. The conversion images are acquired and combined over the entire circumference by repeating rotations of the workpiece and acquisitions of the conversion image. A reference image is formed over the entire circumference of the workpiece. A front development image is generated by cylindrically developing a front portion of the displayed workpiece image on the lateral image of the workpiece to be inspected (S3). The front development image and the reference image are pattern-matched (S4). The workpiece is inspected based on the degree of matching (S5). <P>COPYRIGHT: (C)2008,JPO&INPIT

Description

本発明は、画像処理によって円筒体の検査を行う円筒体外観検査方法に関する。   The present invention relates to a cylindrical body appearance inspection method for inspecting a cylindrical body by image processing.

従来、缶ジュース等の側面には、印刷が施されており、この印刷状態を検査することによって異品種検査や上下反転検査や異物検査を行えるように構成されている。   Conventionally, printing has been performed on the side surface of can juice or the like, and it is configured to be able to perform different product inspection, upside down inspection, and foreign matter inspection by inspecting the printed state.

このような円筒体の外観を検査する際には、円筒体を側面から撮像した際に歪みの少ない中心付近の画像を貼り合わせて合成し、円筒体側面全周の基準画像を作成する。   When inspecting the appearance of such a cylindrical body, when the cylindrical body is imaged from the side surface, an image near the center with less distortion is bonded and synthesized to create a reference image of the entire circumference of the cylindrical body side surface.

そして、検査時においては、検査対象物をカメラで撮像し、円筒体中心付近の歪みの少ない部分を前記基準画像とパターンマッチングして、異品種検査や上下反転検査等を行っていた。   At the time of inspection, the inspection object is imaged with a camera, and a portion with less distortion near the center of the cylindrical body is pattern-matched with the reference image to perform different product inspection, upside down inspection, and the like.

また、他の方法としては、円筒体を回転させながらラインセンサーカメラで撮像して歪みのない画像を取得する方法もある。   As another method, there is a method of acquiring an image without distortion by imaging with a line sensor camera while rotating a cylindrical body.

しかしながら、このうような検査方法において、円筒体の中心付近の画像を貼り合わせる前者の検査方法にあっては、円筒体の側面画像に歪みが残存するため、正確な検査を行うことが難しかった。   However, in such an inspection method, in the former inspection method in which the image near the center of the cylindrical body is pasted, distortion remains in the side image of the cylindrical body, and thus it was difficult to perform an accurate inspection. .

また、ラインセンサーカメラを用いた後者の検査方法にあっては、円筒体を回転させる為の機械構造が必要となり、高価となるとともに検査に時間を要してしまう。   In the latter inspection method using a line sensor camera, a mechanical structure for rotating the cylindrical body is required, which is expensive and takes time for inspection.

本発明は、このような従来の課題に鑑みてなされたものであり、円筒体を回転させること無く、より正確な検査を行うことができる円筒体外観検査方法を提供することを目的とするものである。   The present invention has been made in view of such a conventional problem, and an object thereof is to provide a cylindrical body appearance inspection method capable of performing a more accurate inspection without rotating the cylindrical body. It is.

前記課題を解決するために本発明の請求項1の円筒体外観検査方法にあっては、円筒体の外観を検査する円筒体外観検査方法において、基準となる円筒体の側面画像を円筒展開して曲面部分が平坦に展開された変換画像として取得する工程を、前記円筒体を回転して複数回繰り返し、当該円筒体全周の合成画像を基準画像として取得する基準画像取得工程と、検査対象となる円筒体の側面画像を円筒展開して円筒展開画像を取得し、該円筒展開画像を前記基準画像とパターンマッチングして、その結果に基づいて検査を行う検査工程と、を備えている。   In order to solve the above-mentioned problem, in the cylindrical body appearance inspection method according to claim 1 of the present invention, in the cylindrical body appearance inspection method for inspecting the appearance of the cylindrical body, a side image of the reference cylindrical body is developed in a cylinder. A step of acquiring a converted image in which the curved surface portion is flattened and rotating the cylindrical body a plurality of times, and a reference image acquisition step of acquiring a composite image of the entire circumference of the cylindrical body as a reference image; A cylindrical development of the side image of the cylindrical body to obtain a cylindrical development image, pattern matching the cylindrical development image with the reference image, and an inspection step of performing inspection based on the result.

すなわち、検査を開始する前段階において、基準となる円筒体の側面画像を円筒展開することによって、曲面部分が平坦に展開された変換画像を取得する。そして、この工程を、前記円筒体を回転して複数回繰り返すことで、当該円筒体全周の合成画像を基準画像として取得する。これにより、検査時に比較対照となる前記基準画像がラインセンサーカメラを用いること無く得られる。   That is, before the inspection is started, a converted image in which the curved surface portion is flattened is acquired by cylindrically developing the side surface image of the cylindrical body serving as a reference. Then, by repeating this process a plurality of times by rotating the cylindrical body, a combined image of the entire circumference of the cylindrical body is acquired as a reference image. As a result, the reference image serving as a comparison reference during the inspection can be obtained without using a line sensor camera.

また、検査時においては、検査対象となる円筒体の側面画像を円筒展開することで、円筒展開画像を取得する。そして、この円筒展開画像を前記基準画像とパターンマッチングして、その結果を取得し、このときのマッチングの度合い等に基づいて検査が行われる。   Further, at the time of inspection, a cylindrical developed image is acquired by expanding a side image of a cylindrical body to be inspected. And this cylindrical expansion image is pattern-matched with the said reference image, the result is acquired, and a test | inspection is performed based on the matching etc. at this time.

また、請求項2の円筒体外観検査方法においては、前記円筒体を照らす照明手段を、中央部が没入した溝形状の発光部を有する照明で構成した。   In the cylindrical body appearance inspection method according to the second aspect, the illumination means for illuminating the cylindrical body is configured by illumination having a groove-shaped light emitting portion in which the central portion is immersed.

すなわち、前記円筒体を照らす照明は、中央部が没入した溝形状の発光部を備えており、平坦な発光部を備えた照明で円筒体を照らす場合と比較して、正面から側方へ回り込んだ部分も前記照明によって照らされる。   That is, the illumination for illuminating the cylindrical body has a groove-shaped light emitting portion with a central portion immersed therein. The recessed part is also illuminated by the illumination.

以上説明したように本発明の請求項1の円筒体外観検査方法にあっては、検査時に比較対照となる歪みのない基準画像を、高価なラインセンサーカメラを用いること無く取得することができる。   As described above, in the cylindrical body appearance inspection method according to the first aspect of the present invention, it is possible to obtain a reference image without distortion, which serves as a comparison reference at the time of inspection, without using an expensive line sensor camera.

また、検査時にも、検査対象となる円筒体の側面画像を円筒展開することによって歪みのない円筒展開画像を取得することができる。これにより、より正確な検査を行うことができる。   Also, at the time of inspection, a cylindrical development image without distortion can be obtained by cylindrical development of a side image of a cylindrical body to be inspected. Thereby, a more accurate inspection can be performed.

そして、この円筒展開画像を前記基準画像とパターンマッチングし、その結果に基づいて検査を行うため、ラインセンサーカメラを用いる場合と比較して、検査対象となる円筒体を回転する為の機械構造が不要となり、低コスト化を図ることができるとともに、検査時間も短縮することができる。   And, since this cylindrical development image is pattern-matched with the reference image, and the inspection is performed based on the result, the mechanical structure for rotating the cylindrical body to be inspected is compared with the case of using a line sensor camera. This eliminates the need for cost reduction and also reduces the inspection time.

したがって、円筒体を回転させること無く、より正確な検査を高速で行うことができる。   Therefore, more accurate inspection can be performed at high speed without rotating the cylindrical body.

また、請求項2の円筒体外観検査方法においては、前記円筒体を照らす照明は、中央部が没入した溝形状の発光部を備えており、平坦な発光部を備えた照明で円筒体を照らす場合と比較して、正面から側方へ回り込んだ部分も、前記照明によって均一に照らすことができる。   Further, in the cylindrical body appearance inspection method according to claim 2, the illumination for illuminating the cylindrical body includes a groove-shaped light emitting portion with a central portion immersed therein, and the cylindrical body is illuminated with illumination having a flat light emitting portion. Compared with the case, the part which wraps around from the front to the side can be illuminated uniformly by the illumination.

これにより、回り込み部分の画像も鮮明に取得することができる。   Thereby, the image of a wraparound part can also be acquired clearly.

以下、本発明の一実施の形態を図に従って説明する。図1は、本実施の形態にかかる円筒体外観検査方法を実施する為の円筒外観検査装置1を示す図である。この円筒外観検査装置1は、缶ジュース等の円筒体の外観検査、具体的には側面の印刷部分の画像を処理することで異品種検査や上下反転検査や異物検査を行う装置であり、例えば工場の搬送ラインに設置されている。   Hereinafter, an embodiment of the present invention will be described with reference to the drawings. FIG. 1 is a view showing a cylindrical appearance inspection apparatus 1 for carrying out the cylindrical appearance inspection method according to the present embodiment. The cylindrical appearance inspection apparatus 1 is an apparatus that performs an appearance inspection of a cylindrical body such as can juice, specifically, an image of a printed portion on a side surface to perform different kind inspection, upside down inspection, and foreign matter inspection. It is installed in the factory transport line.

すなわち、円筒体としてのワーク11が搬送されるコンベア12の側部には、所定位置を通過する検査対象となるワーク11に光を当てる照明手段が設けられており、この照明手段は、図1の(b)にも示すように、前記ワーク11を側方から照らす主照明13と、前記ワーク11を真上から照らす補助照明14とによって構成されている。   That is, illumination means for irradiating light to the work 11 to be inspected passing through a predetermined position is provided on the side of the conveyor 12 on which the work 11 as a cylindrical body is conveyed. As shown also in (b), it is comprised by the main illumination 13 which illuminates the said workpiece | work 11 from a side, and the auxiliary illumination 14 which illuminates the said workpiece | work 11 from right above.

前記主照明13は、前記コンベア12上を搬送されるワーク11の側部に設けられた反射板21と、該反射板21に沿って設けられた一対の灯体22,22とによって構成されている。前記反射板21は、図2に示すように、湾曲面で構成された底面部23と、該底面部23の両側縁に起立した起立部24,24とによって構成されており、上方に開口した断面U字状に形成されている。   The main illumination 13 is composed of a reflector 21 provided on the side of the work 11 conveyed on the conveyor 12 and a pair of lamps 22, 22 provided along the reflector 21. Yes. As shown in FIG. 2, the reflection plate 21 is composed of a bottom surface portion 23 formed of a curved surface and upright portions 24 and 24 erected on both side edges of the bottom surface portion 23 and opened upward. It has a U-shaped cross section.

これにより、この反射板21は、図1の(a)に示したように、上部に設けられた前記灯体22,22からの光31,31を、その内側面で反射するように構成されており、当該反射板21の内側面は、図2に示したように、中央部が没入した溝形状の発光部32を構成している。このとき、前記底面部23で反射した光は、前記ワーク11の正面を照らすように構成されており、左右の起立部24,24で反射した光31,31は、図1の(a)に示したように、前記ワーク11の正面より側方へ回り込んだ部分を照らすように構成されている。   Accordingly, as shown in FIG. 1A, the reflecting plate 21 is configured to reflect the light 31 and 31 from the lamps 22 and 22 provided on the upper surface thereof on the inner surface thereof. In addition, as shown in FIG. 2, the inner surface of the reflecting plate 21 constitutes a groove-shaped light emitting portion 32 in which the central portion is immersed. At this time, the light reflected by the bottom surface portion 23 is configured to illuminate the front surface of the workpiece 11, and the light 31 and 31 reflected by the left and right standing portions 24 and 24 are shown in FIG. As shown, it is configured so as to illuminate the portion of the workpiece 11 that wraps around from the front.

この主照明13の手前側には、図1の(b)に示したように、斜め上方にカメラ41が設けられており、前記コンベア12で搬送される前記ワーク11の側面の画像を取得できるように構成されている。このカメラ41は、コンピュータ装置で構成された制御部42に接続されており、該制御部42が記憶手段に記憶されたプログラムに従って動作することで、前記カメラ41より入力した前記ワーク11の側面の画像を解析して、当該ワーク11の検査を行うように構成されている。   As shown in FIG. 1B, a camera 41 is provided obliquely above the front side of the main illumination 13 so that an image of the side surface of the workpiece 11 conveyed by the conveyor 12 can be acquired. It is configured as follows. The camera 41 is connected to a control unit 42 configured by a computer device, and the control unit 42 operates according to a program stored in a storage unit, so that the side surface of the workpiece 11 input from the camera 41 is detected. The image is analyzed and the work 11 is inspected.

以上の構成からなる本実施の形態において、前記ワーク11の検査を行う際には、その前段階において、基準となる円筒体としてのワーク11の側面からの側面画像をカメラ41で取得するとともに、この側面画像におけるワーク正面部分を、座標変換して円筒展開することで、曲面部分が平坦に展開された変換画像を取得する。   In the present embodiment configured as described above, when the workpiece 11 is inspected, in the previous stage, the camera 41 acquires a side image from the side surface of the workpiece 11 as a reference cylindrical body, By converting the front part of the workpiece in the side image and converting it into a cylinder, a converted image in which the curved part is developed flat is acquired.

そして、前記ワーク11を軸中心に所定角回転する回転工程と、前述した側面画像を取得して前記変換画像に変換する変換工程とを複数回繰り返すことによって、当該ワーク11周面の前記変換画像を全周に渡って取得した後、各変換画像を合成することで、前記ワーク11の周面を全周に渡って展開した基準画像を形成する。   Then, the converted image of the peripheral surface of the workpiece 11 is repeated a plurality of times by the rotation step of rotating the workpiece 11 about a predetermined angle about the axis and the conversion step of acquiring the side image and converting it to the converted image. Is acquired over the entire circumference, and then the converted images are combined to form a reference image in which the peripheral surface of the work 11 is developed over the entire circumference.

これにより、検査時に比較対照となる歪みのない前記基準画像を、高価なラインセンサーカメラを用いること無く取得し、この基準画像を前記制御部42に保存する。   As a result, the reference image without distortion, which becomes a comparison reference at the time of inspection, is acquired without using an expensive line sensor camera, and the reference image is stored in the control unit 42.

次に、前記コンベア12で搬送されるワーク11を検査する際の前記円筒外観検査装置1の前記制御部42での動作を、図3に示すフローチャートに従って説明する。   Next, the operation of the control unit 42 of the cylindrical appearance inspection apparatus 1 when inspecting the workpiece 11 conveyed by the conveyor 12 will be described according to the flowchart shown in FIG.

すなわち、所定位置を通過するワーク11の側面からの画像を前記カメラ41で撮像した際には、この撮像した側面画像を前記カメラ41から入力し(S1)、当該側面画像より前記ワーク11の位置を求める(S2)。このとき、当該制御部42は、図4に示すように、接続されたモニタの画面51に前記側面画像52を表示する。   That is, when an image from the side surface of the workpiece 11 passing through a predetermined position is captured by the camera 41, the captured side image is input from the camera 41 (S1), and the position of the workpiece 11 is determined from the side image. Is obtained (S2). At this time, as shown in FIG. 4, the control unit 42 displays the side image 52 on the screen 51 of the connected monitor.

そして、この側面画像52に表示された前記ワーク11のワーク像61の正面部分を、座標変換して円筒展開することで、曲面部分62が平坦に展開された円筒展開画像としての正面展開画像63を生成する(S3)。これにより、前記ワーク11の90度以上の範囲で円筒歪みが除去された前記正面展開画像63を取得することができる。   The front portion of the workpiece image 61 of the workpiece 11 displayed in the side image 52 is coordinate-transformed and developed into a cylinder, whereby a front development image 63 as a cylindrical development image in which the curved surface portion 62 is developed flat. Is generated (S3). Thereby, the said front expansion | deployment image 63 from which cylindrical distortion was removed in the 90 degree or more range of the said workpiece | work 11 is acquirable.

これにより取得した前記正面展開画像63を前記モニタの画面51に表示するとともに、この正面展開画像63が適合する適合領域71を、当該画面51に表示された前記基準画像64から抽出し、該基準画像64の前記適合領域71と前記正面展開画像63とをパターンマッチングする(S4)。   The front development image 63 acquired in this way is displayed on the screen 51 of the monitor, and the matching area 71 to which the front development image 63 matches is extracted from the reference image 64 displayed on the screen 51, and the reference The matching area 71 of the image 64 and the front development image 63 are pattern-matched (S4).

前記正面展開画像63と前記基準画像64とパターンマッチングにおいて、そのマッチングの度合いや、濃度差の大きな部分の有無などに基づいて、検査対象のワーク11が前記基準画像64が示す基準のワーク11と同品種か、周面の印刷方向が正しいか、異なるワーク11の混入が無いか等を検査する(S5)。その結果、正常であれば、モニタに正常である旨を表示する等して(S6)、メインルーチンへ戻る一方、異常の場合いは、モニタに異常である旨を表示して当該ワーク11を下流側にてコンベア12から排除する等して(S7)、メインルーチンへ戻る。   In pattern matching between the front developed image 63 and the reference image 64, the workpiece 11 to be inspected is the reference workpiece 11 indicated by the reference image 64 based on the degree of matching, the presence or absence of a portion having a large density difference, and the like. It is inspected whether it is the same type, whether the printing direction of the peripheral surface is correct, whether there is any mixing of different workpieces 11 (S5). As a result, if it is normal, a message indicating normality is displayed on the monitor (S6), and the process returns to the main routine. On the other hand, if it is abnormal, a message indicating that the monitor is abnormal is displayed. By removing from the conveyor 12 on the downstream side (S7), the process returns to the main routine.

このように、本実施の形態にあっては、基準となるワーク11の側面画像も検査対象となるワーク11の側面画像52も円筒展開することによって、歪みのない前記基準画像64及び前記正面展開画像63を取得することができる。これにより、より正確な検査を行うことができる。   As described above, in the present embodiment, the side image of the workpiece 11 serving as a reference and the side image 52 of the workpiece 11 to be inspected are developed in a cylinder, so that the reference image 64 and the front development without distortion are developed. An image 63 can be acquired. Thereby, a more accurate inspection can be performed.

そして、この正面展開画像63を前記基準画像64とパターンマッチングし、その結果に基づいて検査を行うため、ラインセンサーカメラを用いる場合と比較して、検査対象となるワーク11を検査時に回転する為の機械構造が不要となり、低コスト化を図ることができるとともに、検査時間も短縮することができる。   Then, since the front developed image 63 is pattern-matched with the reference image 64 and inspection is performed based on the result, the work 11 to be inspected is rotated at the time of inspection as compared with the case of using a line sensor camera. The mechanical structure is not required, so that the cost can be reduced and the inspection time can be shortened.

したがって、前記ワーク11を回転させること無く、より正確な検査を高速で行うことができるとともに、当該ワーク11をコンベア12で搬送する過程での検査が可能となる。   Therefore, it is possible to perform a more accurate inspection at a high speed without rotating the workpiece 11 and to perform an inspection in the process of conveying the workpiece 11 by the conveyor 12.

一方、検査対象となる前記ワーク11を照らす前記主照明13は、断面U字状の反射板21を備えており、該反射板21によって中央部が没入した溝形状の発光部32が形成されている。このため、平坦な発光部を備えた照明で前記ワーク11を照らす場合と比較して、ワーク11正面から側方へ回り込んだ部分も、当該主照明13によって均一に照らすことができる。   On the other hand, the main illumination 13 for illuminating the workpiece 11 to be inspected includes a reflecting plate 21 having a U-shaped cross section, and the reflecting plate 21 forms a groove-shaped light emitting portion 32 in which the central portion is immersed. Yes. For this reason, compared with the case where the said workpiece | work 11 is illuminated with the illumination provided with the flat light emission part, the part which went around to the side from the workpiece | work 11 front can also be illuminated uniformly by the said main illumination 13. FIG.

これにより、回り込み部分の画像も鮮明に取得することができ、正確な検査を実施することができる。   Thereby, the image of a wraparound part can also be acquired clearly and an exact test | inspection can be implemented.

なお、本実施の形態では、断面U字状の反射板21を利用して中央部が没入した溝形状の発光部32を構成した場合を例に挙げて説明したが、これに限定されるものでは無く、例えば断面U字状の面発光体を使用することによって、中央部が没入した溝形状の発光部32を構成しても良い。   In the present embodiment, the case where the groove-shaped light emitting portion 32 in which the central portion is immersed is configured using the reflecting plate 21 having a U-shaped cross section is described as an example, but the present invention is not limited thereto. Instead, for example, by using a surface light emitter having a U-shaped cross section, the groove-shaped light-emitting portion 32 in which the central portion is immersed may be configured.

また、その形状は、断面U字状の限らず、例えば断面V字状であっても良い。   Moreover, the shape is not limited to a U-shaped cross section, and may be a V-shaped cross section, for example.

本発明の一実施の形態を示す模式図で、(a)は平面図であり、(b)は側面図である。BRIEF DESCRIPTION OF THE DRAWINGS It is a schematic diagram which shows one embodiment of this invention, (a) is a top view, (b) is a side view. 同実施の形態の反射板を示す斜視図である。It is a perspective view which shows the reflecting plate of the embodiment. 同実施の形態の動作を示すフローチャートである。It is a flowchart which shows the operation | movement of the embodiment. 同実施の形態の画面の表示例を示す図である。It is a figure which shows the example of a display of the screen of the embodiment.

符号の説明Explanation of symbols

1 円筒体外観検査装置
11 ワーク(円筒体)
13 主照明
21 反射板
32 発光部
41 カメラ
42 制御部
52 側面画像
62 曲面部分
63 正面展開画像(円筒展開画像)
64 基準画像
1 Cylindrical appearance inspection device 11 Workpiece (cylindrical body)
13 Main Illumination 21 Reflector 32 Light Emitting Unit 41 Camera 42 Control Unit 52 Side Image 62 Curved Surface Part 63 Front Deploy Image (Cylinder Develop Image)
64 reference image

Claims (2)

円筒体の外観を検査する円筒体外観検査方法において、
基準となる円筒体の側面画像を円筒展開して曲面部分が平坦に展開された変換画像として取得する工程を、前記円筒体を回転して複数回繰り返し、当該円筒体全周の合成画像を基準画像として取得する基準画像取得工程と、
検査対象となる円筒体の側面画像を円筒展開して円筒展開画像を取得し、該円筒展開画像を前記基準画像とパターンマッチングして、その結果に基づいて検査を行う検査工程と、
を備えたことを特徴とする円筒体外観検査方法。
In the cylindrical body appearance inspection method for inspecting the appearance of the cylindrical body,
The process of acquiring a side image of a reference cylindrical body as a converted image in which a curved surface portion is flattened by developing the cylinder is repeated a plurality of times by rotating the cylindrical body, and a composite image of the entire circumference of the cylindrical body is used as a reference. A reference image acquisition step to acquire as an image;
A cylindrical development of a side image of a cylindrical body to be inspected to obtain a cylindrical development image, pattern-matching the cylindrical development image with the reference image, and performing an inspection based on the results;
A cylindrical body appearance inspection method comprising:
前記円筒体を照らす照明手段を、中央部が没入した溝形状の発光部を有する照明で構成したことを特徴とする請求項1記載の円筒体外観検査方法。
2. The cylindrical body appearance inspection method according to claim 1, wherein the illuminating means for illuminating the cylindrical body is configured by illumination having a groove-shaped light emitting portion in which a central portion is immersed.
JP2006342011A 2006-12-20 2006-12-20 Cylindrical appearance inspection method Expired - Fee Related JP4907330B2 (en)

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JP2014238279A (en) * 2013-06-06 2014-12-18 株式会社 日立産業制御ソリューションズ Imaging device and buckling inspection device
JP2016017810A (en) * 2014-07-07 2016-02-01 株式会社エヌテック Container inspection apparatus and container inspection method
JP2016017811A (en) * 2014-07-07 2016-02-01 株式会社エヌテック Container inspection method and container inspection apparatus
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Patent Citations (2)

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Publication number Priority date Publication date Assignee Title
JPH05164706A (en) * 1991-12-17 1993-06-29 Kuwabara Yasunaga Inspecting method for mixing-in of vessel of different kind
JP2000074853A (en) * 1998-08-31 2000-03-14 Kirin Techno System:Kk Lighting system for image-picking up drum part of can

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2014238279A (en) * 2013-06-06 2014-12-18 株式会社 日立産業制御ソリューションズ Imaging device and buckling inspection device
JP2016017810A (en) * 2014-07-07 2016-02-01 株式会社エヌテック Container inspection apparatus and container inspection method
JP2016017811A (en) * 2014-07-07 2016-02-01 株式会社エヌテック Container inspection method and container inspection apparatus
JP2019105611A (en) * 2017-12-14 2019-06-27 株式会社エヌテック Whole circumference image generation device and whole circumference image generation method
JP2020194443A (en) * 2019-05-29 2020-12-03 株式会社マーケットヴィジョン Image processing system

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