JPH03100872A - Checking device for stacked matter - Google Patents

Checking device for stacked matter

Info

Publication number
JPH03100872A
JPH03100872A JP1239055A JP23905589A JPH03100872A JP H03100872 A JPH03100872 A JP H03100872A JP 1239055 A JP1239055 A JP 1239055A JP 23905589 A JP23905589 A JP 23905589A JP H03100872 A JPH03100872 A JP H03100872A
Authority
JP
Japan
Prior art keywords
face
stacked
input image
inspection
laminate
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
JP1239055A
Other languages
Japanese (ja)
Inventor
Kiyoshi Miyamoto
宮本 潔
Yuji Ogawa
小川 裕士
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.)
Omron Corp
Original Assignee
Omron Corp
Omron Tateisi Electronics Co
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 Omron Corp, Omron Tateisi Electronics Co filed Critical Omron Corp
Priority to JP1239055A priority Critical patent/JPH03100872A/en
Publication of JPH03100872A publication Critical patent/JPH03100872A/en
Pending legal-status Critical Current

Links

Abstract

PURPOSE:To automatically check the lamination end face of a stacked matter at a high speed and with high accuracy with no expertness required by deciding the recessing/projecting state of a sheet type matter based on a binary image of an input image obtained by photographing the contour of the stacked end face of a check subject. CONSTITUTION:An image pickup means 7 photographs the contour of a stacked end face of each check subject 4 and produces an input image. A counter means 8 counts the picture elements forming a stacked matter or a background for each horizontal scan line in terms of a binary image obtained by binarizing the input image. Then a deciding means 6 decides the recessing/projecting state of a sheet type matter on the lamination end face based on the change of the count value for each horizontal scan line counted by the means 8. In such a constitution, the recessing/projecting state of the stacked end face is decided by applying a prescribed image treatment to the input image obtained by photographing the contour of the stacked end face for each subject 4. As a result, the checking process can be automated and a stacked matter can be checks at a high speed and with high accuracy with no expertness required.

Description

【発明の詳細な説明】 〈産業上の利用分野〉 この発明は、紙、合成樹脂シート、薄板などのシート状
物を積層した積層体につき、その積層端面よりシート状
物が突出する状態や引っ込んだ状態を検査するのに用い
られる積層体検査装置に関する。
[Detailed Description of the Invention] <Industrial Application Field> The present invention relates to a laminate in which sheet-like materials such as paper, synthetic resin sheets, thin plates, etc. The present invention relates to a laminate inspection device used for inspecting the condition of a laminate.

〈従来の技術〉 例えば規格寸法(^4,85など)の紙片は、500枚
や1000枚の単位で積層した後、その積層体に包装を
施して市場へ供給される。
<Prior Art> For example, paper pieces of standard size (4, 85, etc.) are stacked in units of 500 or 1000 sheets, and then the stacked product is packaged and supplied to the market.

第5図は、その製作工程を示しており、複数個のロール
紙より原料の紙材を繰り出して裁断部へ導き、工程1で
各紙材を重ねて先ず幅方向の裁断を行った後、工程2で
長さ方向の裁断を行って規格寸法の紙片を得ている。つ
ぎの工程3では、裁断して得た紙片の束を順次重ねて所
定枚数の積層体を生成し、続く工程4で積層体の端面を
揃えた後、工程5で積層体を包装して製品としている。
Figure 5 shows the manufacturing process, in which the raw paper material is fed out from multiple rolls of paper and guided to the cutting section.In step 1, each paper material is stacked and first cut in the width direction. In step 2, cutting is performed in the length direction to obtain pieces of paper with standard dimensions. In the next step 3, the bundles of paper pieces obtained by cutting are stacked one after another to produce a predetermined number of laminates, and in the subsequent step 4, the edges of the laminate are aligned, and in step 5, the laminate is packaged and manufactured. It is said that

このような製作過程において、裁断部へ供給される紙材
にしわなどが生じていると、紙材の裁断位置に狂いが生
ずるため、規定寸法に合わない不良紙片が製作されるこ
とになる。
In such a manufacturing process, if wrinkles or the like occur in the paper material supplied to the cutting section, the cutting position of the paper material will be misaligned, resulting in the production of defective pieces of paper that do not meet the specified dimensions.

第6図は、このような不良紙片2を含む積層体1の積層
端面を示している。
FIG. 6 shows a stacked end face of a stacked body 1 containing such defective pieces of paper 2. As shown in FIG.

同図の積層体1には、一定枚数毎に規格寸法より長い不
良紙片2が含まれており、各不良紙片2の一辺が積層端
面より相当量突出している。
The stacked body 1 shown in the figure includes a fixed number of defective pieces of paper 2 that are longer than the standard size, and one side of each defective paper piece 2 protrudes from the end surface of the stack by a considerable amount.

この不良紙片2は特定のロール紙がら供給される紙材の
裁断位置に狂いが生じた結果に生ずるものであって、そ
の突出長さdが所定値(例えば0.5m+)を越えると
き、その積層体1は不良品として処理されることになる
This defective piece of paper 2 is generated as a result of an error in the cutting position of the paper material supplied from a specific roll of paper, and when the protruding length d exceeds a predetermined value (for example, 0.5 m +), the defective paper piece 2 The laminate 1 will be treated as a defective product.

第7図は、不良紙片2を含む第6図の積層体1の積層端
面が工程の移行途中で変形した状態のものを示している
FIG. 7 shows a state in which the end face of the laminate 1 of FIG. 6 containing the defective paper piece 2 has been deformed during the transition of the process.

第8図および第9図は、不良紙片を含まない良品の積層
体lではあるが、第8図は積層体1の積層端面が斜めに
傾斜した状態のものを、また第9図は積層体1の積層端
面が階段状をなすものを、それぞれ示している。
8 and 9 show a laminate 1 of good quality that does not contain any defective pieces of paper, but FIG. 8 shows a laminate 1 with an oblique end face, and 1, each of which has a stepped end face is shown.

このように製品中には、不良紙片2を含む積層体が混在
するため、これを良品と区別して抽出する必要があるが
、従来はこの種検査として人手による抜取検査が実施さ
れている。
In this way, products contain laminates containing defective paper pieces 2, so it is necessary to distinguish them from good products and extract them. Conventionally, this type of inspection has been carried out by manual sampling inspection.

〈発明が解決しようとする問題点〉 しかしながらこの抜取検査では全ての製品を検査するわ
けでないため、不良品が見逃されてそのまま市場へ供給
される虞がある。
<Problems to be Solved by the Invention> However, since not all products are inspected in this sampling inspection, there is a risk that defective products may be overlooked and supplied to the market as they are.

また積層体1の積層端面ば、積層状態や搬送時の変形で
種々の形態をとるため、良否の判別に熟練を要し、しか
も包装工程の前段階の生産ライン上で迅速な検査を行う
必要があるため、検査ミスが発生し易く、検査精度を高
めるのが困難である。
In addition, the stacked end faces of the laminate 1 take various shapes depending on the stacking state and deformation during transportation, so it requires skill to judge whether it is good or bad, and it is also necessary to perform a quick inspection on the production line before the packaging process. Therefore, inspection errors are likely to occur and it is difficult to improve inspection accuracy.

さらに人手による検査であるため、人件費が嵩み、製品
コストの高騰を招くなどの問題もある。
Furthermore, since the inspection is done manually, there are other problems such as increased labor costs and a rise in product costs.

この発明は、上記問題に着目してなされたもので、積層
体の積層端面の輪郭を撮像して画像処理を行うことによ
り、検査の自動化と検査精度の向上を実現した新規な積
層体検査装置を提供することを目的とする。
This invention was made with a focus on the above problem, and is a novel laminate inspection device that automates inspection and improves inspection accuracy by imaging the contours of the end faces of the laminate and performing image processing. The purpose is to provide

く問題点を解決するための手段〉 この発明にかかる積層体検査装置は、多数枚のシート状
物が積層されて成る検査対象につき積層端面でのシート
状物の凹凸状態を検査するためのものであって、各検査
対象につき積層端面の輪郭を撮像して入力画像を得る撮
像手段と、前記入力画像を2値化して得た2値画像につ
き積層体または背景を構成する画素数を1水平走査ライ
ン毎に計数する計数手段と、この計数手段による各水平
走査ライン毎の計数値の変化に基づき積層端面でのシー
ト状物の凹凸状態を判別する判別手段とを具備している
Means for Solving the Problems> The laminate inspection device according to the present invention is for inspecting the uneven state of the sheet-like objects at the end faces of the stack, for an object to be inspected consisting of a large number of sheet-like objects stacked together. An imaging means for obtaining an input image by imaging the outline of the end face of the laminate for each inspection object, and a binary image obtained by binarizing the input image, in which the number of pixels constituting the laminate or the background is one horizontal It is equipped with a counting means for counting each scanning line, and a determining means for determining the irregularity state of the sheet-like material on the stacked end surface based on the change in the count value for each horizontal scanning line by the counting means.

〈作用〉 各検査対象につき積層端面の輪郭を撮像して得た入力画
像に所定の画像処理を施すことにより積層端面の凹凸状
態を判別するので、検査工程を自動化でき、熟練を必要
と廿ずに高精度かつ迅速な検査が可能である。
<Function> The unevenness of the laminated end face is determined by performing predetermined image processing on the input image obtained by imaging the outline of the laminated end face for each inspection target, so the inspection process can be automated and no skill is required. Highly accurate and rapid testing is possible.

〈実施例〉 第1図は、この発明の一実施例にかかる積層体検査装置
の外観を示すもので、ベルトコンベヤ3上に並ぶ複数の
検査対象4が次々に検査位置に搬送されてくる。
<Embodiment> FIG. 1 shows the appearance of a laminate inspection apparatus according to an embodiment of the present invention, in which a plurality of inspection objects 4 lined up on a belt conveyor 3 are conveyed one after another to an inspection position.

ここでの検査対象4は、所定の規格寸法に裁断されかつ
所定枚数だけ積層された積層体であり、各検査対象4の
積層端面を観測することにより、それぞれの検査対象4
に不良紙片を含むか否かを検査して、検査対象4の良否
を判定する。
The inspection object 4 here is a laminate cut to a predetermined standard size and laminated by a predetermined number of sheets, and by observing the stacked end face of each inspection object 4, each inspection object 4 is
The quality of the inspection object 4 is determined by inspecting whether or not it contains defective pieces of paper.

前記ベルトコンベヤ3は図示しない駆動装置や振分装置
と共に搬送機構11(第3図に示す)を構成するもので
、検査対象4を所定の検査位置に導くと共に、不良判定
がなされたものを振分装置により振り分けて抽出する。
The belt conveyor 3 constitutes a conveyance mechanism 11 (shown in FIG. 3) together with a drive device and a sorting device (not shown), and it guides the inspection objects 4 to a predetermined inspection position and shakes out those that have been determined to be defective. Separate and extract using a separating device.

このベルトコンベヤ3の搬送径路沿いには、位置センサ
5を配設して、検査対象4が検査位置に到達するのを検
知する。この位置センサ5はベルトコンベヤ3を挟んで
投光器5aと受光器5bとを対向位置させたものであり
、検査対象4が投光器5aと受光器5bとの間の光路を
遮断すると受光器5bの受光信号が立ち下がり、また検
査対象4が光路を開放すると受光信号が立ち下がる。こ
こでは受光信号が立ち下がった後に立ち上がったとき、
検査位置に検査対象4が到達したと判断して、積層体検
査装置による検査を実行する。
A position sensor 5 is disposed along the conveyance path of the belt conveyor 3 to detect when the inspection object 4 reaches the inspection position. This position sensor 5 has a light emitter 5a and a light receiver 5b located opposite to each other with a belt conveyor 3 in between. When the signal falls and the inspection object 4 opens the optical path, the light reception signal falls. Here, when the light reception signal rises after falling,
It is determined that the inspection object 4 has arrived at the inspection position, and the inspection by the laminate inspection device is performed.

図示例の積層体検査装置は、ベルトコンベヤ3の搬送径
路沿いに、ハロゲンランプより成る光源6と、シャッタ
カメラより成る撮像装置7とを配備すると共に、これら
光源6.撮像装置7および2位置センサ5を制御処理部
8に接続して構成されたものである。
The illustrated laminate inspection apparatus includes a light source 6 made of a halogen lamp and an imaging device 7 made of a shutter camera along the conveyance path of the belt conveyor 3. It is configured by connecting an imaging device 7 and a two-position sensor 5 to a control processing section 8.

前記光源6は検査対象4の積層端面の輪郭部分に向けて
照明を施し、また撮像装置7はこの積層端面の輪郭部分
を撮像して静止画像を生成する。この静止画像を生成す
るのに、光源6としてストロボ光源を用いれば、撮像装
置7として必ずしもシャッタカメラを用いる必要はない
The light source 6 illuminates the outline of the stacked end face of the inspection object 4, and the imaging device 7 images the outline of the stacked end face to generate a still image. If a strobe light source is used as the light source 6 to generate this still image, it is not necessarily necessary to use a shutter camera as the imaging device 7.

第2図は、検査対象4を撮像装置7で撮像して得た2値
画像9を例示している。この2値画像9は積層体を構成
する画素が白画素、背景を構成する画素が黒画素となっ
ており、同図では、黒画素を斜線で示しである。
FIG. 2 illustrates a binary image 9 obtained by imaging the inspection object 4 with the imaging device 7. In this binary image 9, the pixels constituting the stack are white pixels, and the pixels constituting the background are black pixels, and in the figure, the black pixels are indicated by diagonal lines.

この2値画像9は、第7図に示すような不良紙片2を含
む積層体1の積層端面を撮像して得たものであり、この
2値画像9中に不良紙片の突出部分10が一定間隔で現
れている。
This binary image 9 is obtained by imaging the end face of the laminate 1 including the defective paper pieces 2 as shown in FIG. It appears at intervals.

第3図は、−前記制御処理部8の回路構成例を示してい
る。
FIG. 3 shows an example of the circuit configuration of the control processing section 8. As shown in FIG.

この制御処理部8の機能は、具体的にはマイクロコンピ
ュータにより実現されるもので、A/D変換部12.メ
モ9131画像処理部14゜判定部15.撮像コントロ
ーラ16.!II送コントローラ17.制御部18.キ
ーボード19゜モニタテレビ20などを構成として含ん
でいる。
The functions of the control processing section 8 are specifically realized by a microcomputer, and the A/D conversion section 12. Memo 9131 Image processing section 14° Judgment section 15. Imaging controller 16. ! II sending controller 17. Control unit 18. The configuration includes a keyboard 19°, a monitor television 20, and the like.

A/D変換部12は撮像装置7で得た入力画像の画像信
号をディジタル信号に変換して制御部18へ出力する。
The A/D converter 12 converts the image signal of the input image obtained by the imaging device 7 into a digital signal and outputs the digital signal to the controller 18 .

メモリ13はプログラムが格納されるROMや作業エリ
アとしてのRAMを具備する0画像処理部14は制御部
18を介して与えられた画像データを記憶するビデオメ
モリを含み、この入力画像の2値化や画像の切出しなど
の所定の画像処理を行うと共に、後記する白画素数の計
数により検査対象4にお、ける積層端面の状態を検出す
る。判定部15は画像処理部14で得た計測結果や制御
部18より与えられる判定用のデータに基づき検査対象
4に不良紙片が含まれるか否かを判定し、その判定結果
を制御部18へ出力する。
The memory 13 includes a ROM in which programs are stored and a RAM as a work area.The image processing unit 14 includes a video memory that stores image data given via the control unit 18, and binarizes this input image. In addition to performing predetermined image processing such as image cutting and image cutting, the state of the stacked end face of the inspection object 4 is detected by counting the number of white pixels, which will be described later. The determination unit 15 determines whether or not the inspection object 4 includes a defective piece of paper based on the measurement results obtained by the image processing unit 14 and the determination data provided by the control unit 18, and sends the determination result to the control unit 18. Output.

撮像コントローラ16は、制御部18と撮像装置7およ
び光源6とを接続するインターフェイスなどを備え、制
御部18の出力に基づき光源6の光量調整や撮像装置7
の撮像動作の制御などを行う。
The imaging controller 16 includes an interface for connecting the control unit 18 with the imaging device 7 and the light source 6, and adjusts the light amount of the light source 6 and controls the imaging device 7 based on the output of the control unit 18.
Controls the imaging operation of the camera.

搬送コントローラ17は制御部18と搬送機構11とを
接続するインターフェイスなどを備え、制御部18の出
力に基づきベルトコンベヤ3や振分装置の動作を制御す
る。
The conveyance controller 17 includes an interface for connecting the control section 18 and the conveyance mechanism 11, and controls the operations of the belt conveyor 3 and the sorting device based on the output of the control section 18.

モニタテレビ20は、制御部18から画像データ、判定
結果、キー人力データが供給されたときこれを画面上に
表示し、またキーボード19は種々のデータ入力に供さ
れる。
The monitor television 20 displays the image data, judgment results, and key manual data on the screen when it is supplied from the control section 18, and the keyboard 19 is used for inputting various data.

制御部18は、マイクロプロセッサなどを含み、第4図
に示す制御手順に沿って積層端面の検査に関する各部の
動作を制御する。
The control unit 18 includes a microprocessor and the like, and controls the operation of each unit related to the inspection of the laminated end face in accordance with the control procedure shown in FIG.

まず制御部18は、同図のステップ1(図中rsTIJ
で示す)において、RAMやビデオメモリの内容をクリ
アするなどして制御処理部8を初期化した後、つぎのス
テップ2で位置センサ5が検査対象4を検出したとき、
光源6を作動させかつ撮像装置7をシャッタ動作させて
、所定視野内の検査対象4の画像を入力する。この入力
画像につき2値化などの所定の画像処理を行った後、こ
の2値画像につき1水平走査ラインの白画素数を計数し
て、その計数値N、をRAMに記載させる。
First, the control unit 18 performs step 1 in the figure (rsTIJ in the figure).
), after initializing the control processing unit 8 by clearing the contents of the RAM and video memory, etc., when the position sensor 5 detects the inspection object 4 in the next step 2,
The light source 6 is activated and the imaging device 7 is operated with a shutter to input an image of the inspection object 4 within a predetermined field of view. After performing predetermined image processing such as binarization on this input image, the number of white pixels in one horizontal scanning line is counted for this binary image, and the counted value N is written in the RAM.

続くステップ4は、その計数値NAの変化(今回の計数
値N!と前回の計数値N、−1との差)が所定のしきい
値以下であるか否かを判定している。もし計数した白画
素部分が不良紙片の突出部分10(第2図に示す)に対
応しておれば、計数値の変化N、−N、、はしきい値よ
り大きくなるため、ステップ5の判定が“NO”となり
、ステップ8で制御部18はその検査対象4が不良品で
ある旨の判定結果を出力する。
In the subsequent step 4, it is determined whether the change in the count value NA (the difference between the current count value N! and the previous count value N, -1) is less than a predetermined threshold value. If the counted white pixel portion corresponds to the protruding portion 10 of the defective piece of paper (shown in Figure 2), the change in the counted value N, -N, will be greater than the threshold value, so the judgment in step 5 will be made. becomes "NO", and in step 8, the control unit 18 outputs the determination result that the inspection object 4 is a defective product.

もし計数した白画素部分が不良紙片の突出部分10に対
応していなければ、ステップ5の判定が“Yf!S”と
なり、つぎの水平走査ラインにつき白画素数の計数を行
って、同様の判定処理を実行する。
If the counted white pixel part does not correspond to the protruding part 10 of the defective piece of paper, the determination in step 5 becomes "Yf!S", and the number of white pixels is counted for the next horizontal scanning line, and the same determination is made. Execute processing.

かくして全ての水平走査ラインにつき白画素数を計数し
てしきい値との比較を行った結果、いずれの水平走査ラ
インもしきい値以下である旨の判定が行われると、ステ
ップ5からステップ6を経て、ステップ7へ移行し、制
御部18はその検査対象4が良品である旨の判定結果を
出力する。
As a result of counting the number of white pixels for all horizontal scanning lines and comparing them with the threshold, if it is determined that all horizontal scanning lines are below the threshold, steps 5 to 6 are executed. Thereafter, the process moves to step 7, where the control section 18 outputs a determination result indicating that the inspection object 4 is a non-defective product.

なお上記実施例では、1水平走査ライン毎に白画素数を
計数しているが、これに限らず、黒画素数の方を計数し
てその変化をしきい値と比較するようにしても良否判別
は可能である。
Note that in the above embodiment, the number of white pixels is counted for each horizontal scanning line, but the invention is not limited to this, and it is also possible to count the number of black pixels and compare the change with a threshold value. Discrimination is possible.

また上記実施例では、積層端面での紙片の突出を検出し
ているが、同じ方法で紙片の引込みを検出することも勿
論可能である。
Further, in the above embodiment, the protrusion of the paper piece at the end face of the stack is detected, but it is of course possible to detect the retraction of the paper piece using the same method.

さらに上記実施例では、不良品を振分装置にて分離抽出
しているが、例えば不良品の判別と同時にブザーなどの
警報を発して人手による不良品の抽出を行うようにして
もよい。
Further, in the above embodiment, defective products are separated and extracted using a sorting device, but for example, an alarm such as a buzzer may be emitted at the same time as defective products are identified, and defective products may be manually extracted.

〈発明の効果〉 この発明は上記の如く、各検査対象の積層端面の輪郭を
撮像して得た入力画像の2値画像につき積層体または背
景を構成する画素数を1水平走査ライン毎に計数し、そ
の計数値の変化に基づきシート状物の凹凸状態を判別す
るようにしたから積層体の積層端面の検査を自動化し得
、熟練を要せずに高精度かつ迅速な検査が可能である。
<Effects of the Invention> As described above, the present invention counts the number of pixels constituting the laminate or the background for each horizontal scanning line in the binary image of the input image obtained by imaging the outline of the end face of the laminate of each inspection target. However, since the uneven state of the sheet material is determined based on the change in the counted value, inspection of the end face of the laminate of the laminate can be automated, and highly accurate and rapid inspection is possible without requiring any skill. .

また全数検査が可能であるから、従来の抜取検査のよう
に不良品が見逃されてそのまま市場へ供給される虞もな
い。
Furthermore, since 100% inspection is possible, unlike conventional sampling inspections, there is no risk of defective products being overlooked and being supplied to the market as is.

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

第1図はこの発明の一実施例にかかる積層体検査装置の
外観を示す斜面図、第2図は検査対象を撮像して得た2
値画像を示す説明図、第3図は制御処理部の回路構成例
を示すブロック図、第4図は制御処理部の制御手順を示
すフローチャート、第5図は積層体−の製作工程を示す
説明図、第6図および第7図は不良品の積層端面の状態
を示す拡大斜面図、第8図および第9図は良品の積層端
面の状態を示す正面図である。 7・・・・撮像装置   8・・・・制御処理部14・
・・・画像処理部  15・・・・判定部18・・・・
制御部
FIG. 1 is a perspective view showing the external appearance of a laminate inspection apparatus according to an embodiment of the present invention, and FIG.
An explanatory diagram showing a value image, Fig. 3 is a block diagram showing an example of the circuit configuration of the control processing section, Fig. 4 is a flowchart showing the control procedure of the control processing section, and Fig. 5 is an explanation showing the manufacturing process of the laminate. 6 and 7 are enlarged perspective views showing the state of the stacked end faces of defective products, and FIGS. 8 and 9 are front views showing the state of the stacked end faces of non-defective products. 7... Imaging device 8... Control processing unit 14.
... Image processing section 15 ... Judgment section 18 ...
control part

Claims (1)

【特許請求の範囲】 多数枚のシート状物が積層されて成る検査対象につき積
層端面でのシート状物の凹凸状態を検査するための積層
体検査装置において、 各検査対象につき積層端面の輪郭を撮像して入力画像を
得る撮像手段と、 前記入力画像を2値化して得た2値画像につき積層体ま
たは背景を構成する画素数を1水平走査ライン毎に計数
する計数手段と、 この計数手段による各水平走査ライン毎の計数値の変化
に基づき積層端面でのシート状物の凹凸状態を判別する
判別手段とを具備して成る積層体検査装置。
[Claims] In a laminate inspection device for inspecting the uneven state of the sheet-like object on the end face of the stack for an object to be inspected consisting of a large number of stacked sheets, the outline of the end face of the stack is determined for each object to be inspected. an imaging means for capturing an input image by capturing an input image; a counting means for counting the number of pixels constituting a layered body or a background for each horizontal scanning line in a binary image obtained by binarizing the input image; 1. A laminate inspection apparatus comprising: discrimination means for discriminating the uneven state of a sheet-like article at an end surface of the laminate based on a change in the count value for each horizontal scanning line.
JP1239055A 1989-09-14 1989-09-14 Checking device for stacked matter Pending JPH03100872A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP1239055A JPH03100872A (en) 1989-09-14 1989-09-14 Checking device for stacked matter

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP1239055A JPH03100872A (en) 1989-09-14 1989-09-14 Checking device for stacked matter

Publications (1)

Publication Number Publication Date
JPH03100872A true JPH03100872A (en) 1991-04-25

Family

ID=17039202

Family Applications (1)

Application Number Title Priority Date Filing Date
JP1239055A Pending JPH03100872A (en) 1989-09-14 1989-09-14 Checking device for stacked matter

Country Status (1)

Country Link
JP (1) JPH03100872A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012149897A (en) * 2011-01-17 2012-08-09 Mgc Filsheet Co Ltd Total number appearance inspection device of laminated body and total number appearance inspecting method

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012149897A (en) * 2011-01-17 2012-08-09 Mgc Filsheet Co Ltd Total number appearance inspection device of laminated body and total number appearance inspecting method

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