JP3170988B2 - Slot position recognition method - Google Patents

Slot position recognition method

Info

Publication number
JP3170988B2
JP3170988B2 JP01828294A JP1828294A JP3170988B2 JP 3170988 B2 JP3170988 B2 JP 3170988B2 JP 01828294 A JP01828294 A JP 01828294A JP 1828294 A JP1828294 A JP 1828294A JP 3170988 B2 JP3170988 B2 JP 3170988B2
Authority
JP
Japan
Prior art keywords
density
contour
hole
scanning
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.)
Expired - Fee Related
Application number
JP01828294A
Other languages
Japanese (ja)
Other versions
JPH07225117A (en
Inventor
みすゞ 高野
欣司 堀上
嘉浩 逸崎
真也 中尾
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.)
Panasonic Corp
Panasonic Holdings Corp
Original Assignee
Panasonic Corp
Matsushita Electric Industrial 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 Panasonic Corp, Matsushita Electric Industrial Co Ltd filed Critical Panasonic Corp
Priority to JP01828294A priority Critical patent/JP3170988B2/en
Priority to US08/389,233 priority patent/US5742701A/en
Publication of JPH07225117A publication Critical patent/JPH07225117A/en
Application granted granted Critical
Publication of JP3170988B2 publication Critical patent/JP3170988B2/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

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、ネジ締めロボット用視
角認識装置の位置認識方法に関し、特に、撮像手段で撮
像された画像から、長穴である上穴とネジ穴である下穴
の位置を検出し、ネジ締め可否の判断を行う長穴位置認
識方法に関するものである。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a position recognizing method for a visual angle recognizing apparatus for a screw tightening robot, and more particularly, to a position of an upper hole which is a long hole and a lower hole which is a screw hole from an image taken by an image pickup means. And a method for recognizing a slot position for determining whether or not a screw can be tightened.

【0002】[0002]

【従来の技術】近年、撮像装置で撮像された画像から対
象物の位置を検出する位置認識方法が各種生産設備にお
けるロボットの視角認識装置に広く使用されている。
2. Description of the Related Art In recent years, a position recognition method for detecting the position of an object from an image picked up by an image pickup device has been widely used for a visual angle recognition device of a robot in various production facilities.

【0003】上記に使用される位置認識方法の中から円
形対象物の位置を認識する場合の従来例を説明する。
A conventional example in which the position of a circular object is recognized from among the position recognition methods used above will be described.

【0004】図6は、従来の位置認識方法の原理につい
て示すもので、円形対象物の中心位置を検出するための
基本構成を表す。図6において、20は対象物を撮像し
て映像信号を出す撮像手段、21は前記映像信号を画像
データに記憶する濃淡画像記憶手段、22は後述する輪
郭走査ウィンドによって前記濃淡画像データを走査する
走査手段、23は前記の走査データを使用して対象物の
位置を演算する位置演算手段である。
FIG. 6 shows the principle of a conventional position recognition method, and shows a basic configuration for detecting the center position of a circular object. In FIG. 6, reference numeral 20 denotes an image pickup means for picking up an image of an object to output a video signal, reference numeral 21 denotes a gray-scale image storage means for storing the video signal in image data, and reference numeral 22 scans the gray-scale image data by a contour scanning window described later. The scanning means 23 is a position calculating means for calculating the position of the object using the scanning data.

【0005】図7は輪郭走査ウィンドAを示すものであ
る。図7において、24は円形対象物の輪郭に等しい走
査輪郭で、25はこの走査輪郭に直交しこの走査輪郭の
内外の画像濃度を測定する濃度相関ラインで、輪郭走査
ウィンドAはこの濃度相関ラインを複数設けたウィンド
である。
FIG. 7 shows a contour scanning window A. In FIG. 7, reference numeral 24 denotes a scanning contour equal to the contour of the circular object, 25 denotes a density correlation line orthogonal to the scanning contour and measuring the image density inside and outside the scanning contour, and contour scanning window A denotes this density correlation line. Is provided in a plurality of windows.

【0006】位置演算手段23は濃度相関ライン25に
おいて対象物の輪郭より内側測定点の測定濃度合計値と
対象物の輪郭より外側測定点の測定濃度合計値との差の
絶対値を演算するものである。
The position calculating means 23 calculates the absolute value of the difference between the measured density total value at a measurement point inside the contour of the object and the measured density sum value at a measurement point outside the contour of the object on the density correlation line 25. It is.

【0007】撮像手段20から撮像され濃淡画像記憶手
段21によって記憶された円形対象物の画像データを輪
郭走査ウィンド22で走査し、各濃度相関ラインごとに
位置演算手段23で演算し、その値が所定しきい値より
大きな濃度相関ラインの本数が極大になる輪郭走査ウィ
ンドの位置が円形対象物の位置として検出できる。
[0007] The image data of the circular object imaged by the imaging means 20 and stored by the grayscale image storage means 21 is scanned by the contour scanning window 22 and is calculated by the position calculation means 23 for each density correlation line. The position of the contour scanning window in which the number of density correlation lines larger than the predetermined threshold is maximized can be detected as the position of the circular object.

【0008】[0008]

【発明が解決しようとする課題】しかし、上記の従来の
方法では、対象物のネジ穴の上板の穴が長穴であった場
合、上穴の位置が検出できないため、下穴の位置のみ検
出してネジ締めを行っていたが、上下穴が重なっている
ときにはネジ締め不良となったり対象物を傷つけること
があった。
However, in the above-mentioned conventional method, when the hole of the upper plate of the screw hole of the object is a long hole, the position of the upper hole cannot be detected. The screw was tightened upon detection, but when the upper and lower holes overlapped, screw tightening could be poor or the object could be damaged.

【0009】本発明は、上記従来の問題点を解決するも
ので、対象物の上板が長穴であっても、長穴の傾きに関
係なく正確にその位置を検出することを可能にし、上下
穴の重なりを判断して未然にネジ締め不良を防ぐ長穴位
置認識方法を提供することを目的とする。
The present invention has been made to solve the above-mentioned conventional problems, and even if the upper plate of an object is a long hole, it is possible to accurately detect its position regardless of the inclination of the long hole, An object of the present invention is to provide a long hole position recognition method for judging an overlap between upper and lower holes and preventing a screw tightening failure beforehand.

【0010】[0010]

【課題を解決するための手段】本発明の長穴位置認識方
法は、上記の課題を解決するために両端部分が半円であ
る長穴を撮像手段で得られた画像データについて、対象
物の半円を含む円形状の輪郭に直交する濃度相関ライン
を複数設けた輪郭走査ウィンドにより画像を走査し、前
記円形状の輪郭により内側測定点の測定濃度合計値と前
記円形状の輪郭より外側測定点の測定濃度合計値との差
の絶対値が所定しきい値より大きな濃度相関ラインの本
数が極大になる輪郭走査ウィンドの位置を対象物の片方
の半円部分の位置として検出し、その位置から指定され
た範囲内で所定しきい値より大きな濃度相関ラインの本
数が極大となる前記輪郭走査ウィンドの位置をもう一方
の半円部分の位置として検出することを特徴とするもの
である。
According to the present invention, there is provided a method for recognizing the position of a long hole, the method comprising the steps of: The image is scanned by a contour scanning window provided with a plurality of density correlation lines orthogonal to the circular contour including the semicircle, and the measured density total value at the inner measurement point and the outer measurement from the circular contour are measured by the circular contour. The position of the contour scanning window in which the number of density correlation lines in which the absolute value of the difference from the measured density total value of the point is greater than a predetermined threshold is maximized is detected as the position of one semicircular portion of the object, and the position is detected. And detecting the position of the contour scanning window in which the number of density correlation lines larger than a predetermined threshold value within the range designated by the maximum is maximized as the position of the other semicircular portion.

【0011】また、本発明の長穴位置認識方法は、上記
の課題を解決とするために、長穴の両端部分の位置を検
出してその2つの位置と下穴の検出位置から上穴と下穴
との重なり有無を判断することを特徴とするものであ
る。
In order to solve the above-mentioned problems, the method of recognizing the position of a long hole according to the present invention detects the positions of both ends of the long hole and determines the position of the upper hole from the two positions and the detected position of the prepared hole. It is characterized by judging the presence or absence of overlap with a pilot hole.

【0012】[0012]

【作用】本発明の長穴位置認識方法は、上記した方法に
よって、対象物が長穴であっても長穴の傾きに関係なく
その位置を求めることができ、また円形である下穴の位
置を検出し、長穴である上穴との重なりを判断すること
ができ、ネジ締め不良を未然に防ぐことができる。
According to the method for recognizing a long hole according to the present invention, even if the object is a long hole, its position can be obtained irrespective of the inclination of the long hole. Can be detected, and the overlap with the upper hole, which is a long hole, can be determined, and defective screw tightening can be prevented.

【0013】[0013]

【実施例】以下、本発明の一実施例である長穴位置認識
方法について図面を参照しながら説明する。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS A long hole position recognition method according to one embodiment of the present invention will be described below with reference to the drawings.

【0014】図1は、本発明の長穴位置認識方法を使用
する位置認識装置の主要部を示すブロック図である。
FIG. 1 is a block diagram showing a main part of a position recognition apparatus using the long hole position recognition method of the present invention.

【0015】図1において、撮像手段1が対象物を撮像
して映像信号を出し、濃淡画像記憶手段2が前記映像信
号を濃淡画像データにして記憶し、走査手段3が前記輪
郭走査ウィンドによって前記濃淡画像データを走査し、
位置演算手段4が前記のように走査して得られる走査デ
ータを使用して対象物の位置を演算する。さらに、ズレ
量判断手段5で、撮像手段1,濃淡画像記憶手段2,走
査手段3,位置演算手段4の各手段によって得られた上
穴の位置と下穴の位置の重なりを判断する。
In FIG. 1, an image pickup means 1 picks up an image of an object and outputs a video signal, a gray-scale image storage means 2 stores the video signal as gray-scale image data, and a scanning means 3 uses the contour scanning window to generate the video signal. Scan the grayscale image data,
The position calculating means 4 calculates the position of the object using the scanning data obtained by scanning as described above. Further, the shift amount judging means 5 judges whether the positions of the upper hole and the lower hole obtained by the image pickup means 1, the grayscale image storage means 2, the scanning means 3, and the position calculation means 4 overlap.

【0016】図2は、濃淡画像データを示し、6は上穴
対象物の長穴、7は通常ネジ締めを行う下穴対象物の下
穴である。
FIG. 2 shows grayscale image data, in which 6 is a long hole of the upper hole object, and 7 is a lower hole of the lower hole object which normally performs screw tightening.

【0017】図3は、本実施例で使用する輪郭走査ウィ
ンドAを示し、8は、上穴対象物の長穴6の画像の両端
部分の半円の直径と等しい直径を有する走査輪郭であ
る。9a〜9hは、走査輪郭8に直交しこの走査輪郭8
の内外の画像濃度を測定する複数本の濃度相関ラインで
ある。
FIG. 3 shows a contour scanning window A used in this embodiment, and reference numeral 8 denotes a scanning contour having a diameter equal to the diameter of the semicircle at both ends of the image of the long hole 6 of the upper hole object. . 9a to 9h are orthogonal to the scanning contour 8 and
Are a plurality of density correlation lines for measuring the image densities inside and outside the area.

【0018】図4は、本実施例で使用する輪郭走査ウィ
ンドAの濃度相関ライン9a〜9hの中の濃度相関ライ
ン9cの詳細を示し、10cは、濃度相関ライン9cの
走査輪郭位置、11c,12c,13cは内側濃度相関
ラインBを構成する所定数の内側画像濃度測定点、14
c,15c,16cは外側濃度相関ラインCを構成する
所定数の外側画像濃度測定点である。
FIG. 4 shows the details of the density correlation line 9c among the density correlation lines 9a to 9h of the contour scanning window A used in this embodiment, and 10c denotes the scanning contour position of the density correlation line 9c, and 11c and 11c. Reference numerals 12c and 13c denote a predetermined number of inner image density measurement points constituting the inner density correlation line B;
Reference numerals c, 15c, and 16c denote a predetermined number of outer image density measurement points constituting the outer density correlation line C.

【0019】次に、本実施例における位置認識動作を図
1〜図4に基づいて説明する。まず、図1に示す撮像手
段で長穴を含む対象物を撮像して濃淡画像を得、濃淡画
像記憶手段2に記憶させる。
Next, the position recognition operation in this embodiment will be described with reference to FIGS. First, an object including a long hole is imaged by the imaging unit shown in FIG. 1 to obtain a grayscale image, and stored in the grayscale image storage unit 2.

【0020】この濃淡画像では、図2に示すように上穴
対象物の長穴6と下穴対象物の下穴7がある。
In this gray scale image, there are a long hole 6 of the upper hole object and a prepared hole 7 of the lower hole object as shown in FIG.

【0021】この場合に、長穴の位置を検出する本実施
例の動作を以下に説明する。まず、図1に示す走査手段
3が、図3に示す輪郭走査ウィンドAを使用して、濃淡
画像記憶手段2によって記憶させた濃淡画像の左上から
右方向に走査し始め、一画素移動する度に位置演算手段
が演算する。
In this case, the operation of this embodiment for detecting the position of the long hole will be described below. First, the scanning means 3 shown in FIG. 1 starts scanning rightward from the upper left of the grayscale image stored by the grayscale image storage means 2 using the contour scanning window A shown in FIG. Is calculated by the position calculation means.

【0022】各濃度相関ラインごとに、所定数の内側画
像濃度測定点からなる内側濃度相関ラインBの測定濃度
合計値11c+12c+13cと所定数の外側画像濃度
測定点からなる外側濃度相関ラインCの測定濃度合計値
14c+15c+16cとの差の絶対値を演算し、この
絶対値が所定濃度しきい値より大きな濃度相関ラインの
本数が極大となる前記輪郭走査ウィンドの位置を長穴の
両端部分の片方の半円の位置として検出する。
For each density correlation line, the measured density total value 11c + 12c + 13c of the inner density correlation line B composed of a predetermined number of inner image density measurement points and the measured density of the outer density correlation line C composed of a predetermined number of outer image density measurement points. The absolute value of the difference from the total value 14c + 15c + 16c is calculated, and the position of the contour scanning window where the absolute value is larger than the predetermined density threshold value and the number of density correlation lines is maximized is determined by one semicircle at both ends of the elongated hole. Is detected as the position.

【0023】検出された片方の半円の位置から指定され
た範囲内で所定濃度しきい値より大きな濃度相関ライン
の本数が極大となる前記輪郭走査ウィンドの位置をもう
一方の半円の位置として検出する。
The position of the contour scanning window at which the number of density correlation lines larger than a predetermined density threshold is maximum within a specified range from the detected position of one semicircle is defined as the position of the other semicircle. To detect.

【0024】以上によって、長穴の両端部分の位置を認
識できる。次に図5において、17aは、検出された長
穴の両端部分の片方の半円位置で、17bは、長穴のも
う一方の半円位置である。18は、下穴対象物の下穴7
の中心位置であり、19は17aと17bを結ぶ直線を
示す。Dは、長穴の半円部分の領域で、Eは、領域D以
外の上穴対象物の長穴6の領域を示す。
As described above, the positions of both ends of the elongated hole can be recognized. Next, in FIG. 5, reference numeral 17a denotes a semicircular position at one end of both ends of the detected elongated hole, and 17b denotes a semicircular position at the other end of the elongated hole. Reference numeral 18 denotes a prepared hole 7 for a prepared hole object.
Is the center position, and 19 indicates a straight line connecting 17a and 17b. D is a region of a semicircular portion of the long hole, and E is a region of the long hole 6 of the upper hole object other than the region D.

【0025】上穴対象物の長穴6と下穴対象物の下穴7
のズレ量は、下穴対象物の下穴7が領域Dに存在してい
る場合は直線19と下穴中心位置18との距離を算出す
る。下穴対象物の下穴7が領域Eに存在している場合
は、その存在している部分に含まれる上穴の位置17a
または17bと下穴の中心位置18との距離を算出す
る。
The elongated hole 6 of the upper hole object and the prepared hole 7 of the prepared hole object
When the prepared hole 7 of the prepared hole object exists in the area D, the distance between the straight line 19 and the prepared hole center position 18 is calculated. When the prepared hole 7 of the prepared hole object exists in the region E, the position 17a of the prepared hole included in the existing portion
Alternatively, the distance between 17b and the center position 18 of the pilot hole is calculated.

【0026】以上によって、長穴である上穴対象物と下
穴対象物のズレ量から重なり有無を判断できる。
As described above, it is possible to determine the presence or absence of an overlap based on the amount of displacement between the long hole object and the low hole object.

【0027】[0027]

【発明の効果】以上説明したように、本発明によりネジ
締めを行おうとする対象物が長穴であっても長穴の一部
の境界パターン情報から長穴の位置を検出することでき
る。また、長穴である上穴の位置と下穴の位置から上下
穴のズレ量を算出し重なりを判断してネジ締め不良を防
ぐことができる。
As described above, according to the present invention, even if the object to be screwed is a long hole, the position of the long hole can be detected from the boundary pattern information of a part of the long hole. Further, it is possible to calculate the amount of deviation of the upper and lower holes from the position of the upper hole and the position of the prepared hole, determine the overlap, and prevent screw tightening failure.

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

【図1】本発明の長穴位置認識方法を使用する位置認識
装置の一実施例の構成を示すブロック図
FIG. 1 is a block diagram showing a configuration of an embodiment of a position recognition device using a long hole position recognition method of the present invention.

【図2】本発明の長穴位置認識方法で使用する濃淡画像
の一例を示す図
FIG. 2 is a diagram showing an example of a grayscale image used in the long hole position recognition method of the present invention.

【図3】図1に示す位置認識装置で使用する輪郭走査ウ
ィンドの構成を示す図
FIG. 3 is a diagram showing a configuration of a contour scanning window used in the position recognition device shown in FIG. 1;

【図4】図3に示す輪郭走査ウィンドの一部詳細図FIG. 4 is a partial detailed view of the contour scanning window shown in FIG. 3;

【図5】図2に示す濃淡画像の詳細説明図FIG. 5 is a detailed explanatory diagram of the grayscale image shown in FIG. 2;

【図6】従来の位置認識方法を使用する位置認識装置の
構成を示すブロック図
FIG. 6 is a block diagram showing a configuration of a position recognition device using a conventional position recognition method.

【図7】図6に示す位置認識装置で使用する輪郭走査ウ
ィンドの構成を示す図
FIG. 7 is a diagram showing a configuration of a contour scanning window used in the position recognition device shown in FIG. 6;

【符号の説明】[Explanation of symbols]

A 輪郭走査ウィンド B 内側濃度相関ライン C 外側濃度相関ライン D 長穴半円である両端部分 E 長穴の領域からを除いた部分 1 撮像手段 2 濃淡画像記憶手段 3 輪郭走査ウィンドによる走査手段 4 位置演算手段 5 ズレ量判断手段 9a,9b,9c,9d,9e,9f,9g,9h 濃
度相関ライン 10c 走査輪郭位置 11c,12c,13c 内側画像濃度測定点 14c,15c,16c 外側画像濃度測定点 17a,17b 長穴の両端部分を構成する半円の中心
位置
A outline scanning window B inner density correlation line C outer density correlation line D Both ends of a long hole semicircle E Portion excluding the region of the long hole 1 Imaging means 2 Grayscale image storage means 3 Scanning means by contour scanning window 4 Position Calculation means 5 Deviation amount determination means 9a, 9b, 9c, 9d, 9e, 9f, 9g, 9h Density correlation line 10c Scanning contour position 11c, 12c, 13c Inner image density measurement point 14c, 15c, 16c Outer image density measurement point 17a , 17b The center position of the semicircle forming both ends of the long hole

───────────────────────────────────────────────────── フロントページの続き (72)発明者 中尾 真也 大阪府門真市大字門真1006番地 松下電 器産業株式会社内 (56)参考文献 特開 昭63−124181(JP,A) 特開 昭63−234103(JP,A) 特開 平1−244077(JP,A) (58)調査した分野(Int.Cl.7,DB名) G01B 11/00 - 11/30 102 G06T 1/00 G06T 7/00 G06T 7/60 ────────────────────────────────────────────────── ─── Continued on the front page (72) Inventor Shinya Nakao 1006 Kazuma Kadoma, Kadoma, Osaka Prefecture Matsushita Electric Industrial Co., Ltd. (56) References JP-A-63-124181 (JP, A) JP-A-63- 234103 (JP, A) JP-A 1-244077 (JP, A) (58) Fields investigated (Int. Cl. 7 , DB name) G01B 11/00-11/30 102 G06T 1/00 G06T 7/00 G06T 7/60

Claims (1)

(57)【特許請求の範囲】(57) [Claims] 【請求項1】 長穴の両端部分が半円である対象物を撮
像手段で撮像して濃淡画像を得、この濃淡画像上の半円
部分を含む円形状の輪郭に等しい走査輪郭とこの走査輪
郭に直交しこの走査輪郭の内外の画像濃度を測定する濃
度相関ラインを複数設けた輪郭走査ウィンドによって前
記濃淡画像を走査し、各濃度相関ラインごとに所定数の
内側画像濃度測定点からなる内側濃度相関ラインの測定
濃度合計値と所定数の外側画像濃度測定点からなる外側
濃度相関ラインの測定濃度合計値との差の絶対値を演算
し、この絶対値が所定濃度しきい値より大きな濃度相関
ラインの本数が極大になる前記輪郭走査ウィンドの位置
を対象物の片方の半円部分の位置として検出し、その位
置から指定された範囲内で所定しきい値より大きな濃度
相関ラインの本数が極大となる前記輪郭走査ウィンドの
位置をもう一方の半円部分の位置として検出し、その2
つの位置と下穴の検出位置から下穴と上穴である長穴と
の重なりを判断することを特徴とする長穴位置認識方
法。
1. An object in which both ends of a long hole are semicircular is imaged by an imaging means to obtain a grayscale image, and a scanning contour equal to a circular outline including a semicircular portion on the grayscale image and this scanning are obtained. The grayscale image is scanned by a contour scanning window provided with a plurality of density correlation lines for measuring image densities inside and outside of the scanning contour, which are orthogonal to the contour, and each of the density correlation lines includes a predetermined number of inner image density measuring points. Calculate the absolute value of the difference between the measured density total value of the density correlation line and the measured density total value of the outer density correlation line composed of a predetermined number of outer image density measurement points, and calculate the absolute value of the absolute value greater than a predetermined density threshold value. The position of the contour scan window at which the number of correlation lines is maximized is detected as the position of one semicircular portion of the object, and the number of density correlation lines larger than a predetermined threshold within a specified range from that position is determined. The position of the maximum contour scanning window is detected as the position of the other semicircle, and
A long hole position recognizing method characterized by judging an overlap between a prepared hole and an elongated hole which is an upper hole from two positions and a detected position of the prepared hole.
JP01828294A 1994-02-15 1994-02-15 Slot position recognition method Expired - Fee Related JP3170988B2 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
JP01828294A JP3170988B2 (en) 1994-02-15 1994-02-15 Slot position recognition method
US08/389,233 US5742701A (en) 1994-02-15 1995-02-15 Alignment detection apparatus

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP01828294A JP3170988B2 (en) 1994-02-15 1994-02-15 Slot position recognition method

Publications (2)

Publication Number Publication Date
JPH07225117A JPH07225117A (en) 1995-08-22
JP3170988B2 true JP3170988B2 (en) 2001-05-28

Family

ID=11967287

Family Applications (1)

Application Number Title Priority Date Filing Date
JP01828294A Expired - Fee Related JP3170988B2 (en) 1994-02-15 1994-02-15 Slot position recognition method

Country Status (1)

Country Link
JP (1) JP3170988B2 (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08287252A (en) * 1995-04-11 1996-11-01 Matsushita Electric Ind Co Ltd Screw hole position recognizing method

Also Published As

Publication number Publication date
JPH07225117A (en) 1995-08-22

Similar Documents

Publication Publication Date Title
US7697749B2 (en) Stereo image processing device
US8121400B2 (en) Method of comparing similarity of 3D visual objects
US20010002936A1 (en) Image recognition system
JP4554316B2 (en) Stereo image processing device
JPH08287252A (en) Screw hole position recognizing method
JP4312729B2 (en) Rail joint plate fastening bolt dropout detection device
US6807288B2 (en) Image processing apparatus, image processing method, and recording medium recording image processing program
JP3170988B2 (en) Slot position recognition method
JPH06243253A (en) Circular object matter detecting device
JP3170987B2 (en) Screw hole position recognition method
JP2995127B2 (en) How to recognize circular holes
KR20060056949A (en) Method for measuring the proximity of two contours and system for automatic identification of targets
US20030156748A1 (en) Adaptive threshold determination for ball grid array component modeling
JP2000003436A (en) Device and method for recognizing isar picture
JP3078685B2 (en) Location recognition method
US5570298A (en) Dot pattern-examining apparatus
JP3194301B2 (en) Guideline detector
JPH05250475A (en) Pattern matching method
JP2535704Y2 (en) Shading image processing device
JPH0989524A (en) Method and device for detecting center position of welding groove or bead
JPH08272933A (en) Line recognizing method
JP2001258054A (en) Image quality inspection device and detector for center of gravity of luminance used therefor
JPH08300234A (en) Method for recognizing presence or absence of screw
JP3100098B2 (en) Shape processing method
JPH07272189A (en) Method for identifying vehicle and method for reading vehicle number

Legal Events

Date Code Title Description
LAPS Cancellation because of no payment of annual fees