JPH061177B2 - Method of measuring smoothness of coated surface - Google Patents
Method of measuring smoothness of coated surfaceInfo
- Publication number
- JPH061177B2 JPH061177B2 JP61137312A JP13731286A JPH061177B2 JP H061177 B2 JPH061177 B2 JP H061177B2 JP 61137312 A JP61137312 A JP 61137312A JP 13731286 A JP13731286 A JP 13731286A JP H061177 B2 JPH061177 B2 JP H061177B2
- Authority
- JP
- Japan
- Prior art keywords
- coated surface
- smoothness
- level data
- image
- light
- 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 - Lifetime
Links
Landscapes
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
- Application Of Or Painting With Fluid Materials (AREA)
- Coating Apparatus (AREA)
- Length Measuring Devices By Optical Means (AREA)
Description
【発明の詳細な説明】 〔産業上の利用分野〕 本発明は、自動車のボデー等の塗面へ光照射し、その反
射像を基に塗面の粗さを測定する塗面の平滑性測定方法
に関するものである。DETAILED DESCRIPTION OF THE INVENTION [Industrial field of application] The present invention is to measure the smoothness of a coating surface by irradiating the coating surface of an automobile body or the like with light and measuring the roughness of the coating surface based on the reflected image. It is about the method.
このような測定を行う場合、従来縦縞格子を通して光照
射し、その直交方向にフォトダイオードが直線状に配列
されたリニヤイメージセンサを用いて反射光を検知し、
そのアナログ出力信号のセンサに沿ったレベル(振幅)
分布から塗面の平滑性を評価していた。つまり、人の視
覚に頼るもので、また面的な評価も難しいために、高精
度の測定はできなかった。When performing such a measurement, light is conventionally irradiated through a vertical stripe grating, and the reflected light is detected using a linear image sensor in which photodiodes are arranged linearly in the orthogonal direction,
The level (amplitude) of the analog output signal along the sensor
The smoothness of the coated surface was evaluated from the distribution. In other words, it is not possible to measure with high accuracy because it depends on human vision and it is difficult to make a face-to-face evaluation.
よって、本発明は2次元の塗面を高精度に評価可能にす
る冒頭に述べた類の塗面の平滑性測定方法を提供するこ
とを目的とする。Therefore, an object of the present invention is to provide a method for measuring the smoothness of a coated surface of the kind described at the beginning that enables highly accurate evaluation of a two-dimensional coated surface.
本発明は、この目的を達成するために測定すべき範囲の
塗面を均一に光照射し、塗面の凹凸で反射角の変動する
反射光を2次元イメージセンサで撮像し、そのマトリッ
クス状画素の画像信号を、第1図に示すように、複数段
階にレベル弁別し、これらの弁別されたレベルデータの
標準偏差による統計処理により、所定範囲の塗面におけ
る画像信号レベルの変動の分布状態から平滑性を測定し
た。In order to achieve this object, the present invention uniformly irradiates a coating surface in a range to be measured, images reflected light whose reflection angle varies due to unevenness of the coating surface with a two-dimensional image sensor, and forms a matrix pixel thereof. As shown in FIG. 1, the image signal of is discriminated in a plurality of stages, and the statistical processing based on the standard deviation of the discriminated level data is used to determine the distribution state of the fluctuation of the image signal level on the painted surface in a predetermined range. The smoothness was measured.
第2図は、本発明による方法を実施する塗面の平滑性
測定装置を示すもので、10は塗面撮像装置であり、遮光
性のケース内に塗面1への入射角を30°〜60°程度にす
るように光源11と、集光レンズ12と、光むらを解消させ
る拡散板13と、投影レンズ14とが順に収納されている。
さらに、反射角度に対応して、集光レンズ15と、イメー
ジセンサとしてのCCDカメラ16とが収納されている。こ
れにより、塗面1の数センサ平方の領域が光照射され、
その反射像は、マトリックス状の縦横が数ミリ平方で反
射像に対して十分な解像度を与えるように例えば512×5
12個の画素を有するCCDカメラ16に入射する。このCCDカ
メラには、画像処理装置としてのマイクロコンピユータ
20と、ブラウン管表示装置21が付属している。FIG. 2 shows a coating surface smoothness measuring apparatus for carrying out the method according to the present invention. Reference numeral 10 denotes a coating surface image pickup device, which has an incident angle of 30 ° to the coating surface 1 in a light-shielding case. A light source 11, a condensing lens 12, a diffusion plate 13 for eliminating light unevenness, and a projection lens 14 are housed in order so as to be about 60 °.
Further, a condenser lens 15 and a CCD camera 16 as an image sensor are housed corresponding to the reflection angle. As a result, the area of several squares of the coated surface 1 is irradiated with light,
The reflection image is, for example, 512 × 5 so as to give a sufficient resolution to the reflection image in a matrix form of several millimeters in length and width.
It is incident on a CCD camera 16 having 12 pixels. This CCD camera has a microcomputer as an image processing device.
20 and cathode ray tube display device 21 are attached.
マイクロコンピユータ20は、動作手順及びゆず肌レベル
を標準偏差を基準にして例えば10段階にランク付けす
るテーブルを格納しているROM20aと、CCDカメラ16のマ
トリックス状画素に対応するアドレスを有し、各画素の
画像信号のレベルを例えば32段階に弁別してA/D変換し
たレベルデータをストアするRAM20bと、これらのメモリ
と協働して次ぎのような演算を行うCPU20cを含んでい
る。即ち、各画素の32段階のレベルデータをRAM20bにス
トアして、これらのレベルデータD1,D2,D3…Dnを平均
演算し、その平均値Mpを算出する。次いで、この平均値
Mpに対するレベルデータの標準偏差σ を算出する(n:レベルデータの数)。さらに、この演
算結果をROM20aに格納されたテーブルと参照し、ゆず肌
レベルを判定して表示器22において対応するランク1〜
10で表示させる。ブラウン管表示装置21は、RAM20bにス
トアされているCCDカメラ16の画像信号をD/A変換して表
示する。キーボード23は動作の始動或は必要な場合ブラ
ウン管表示装置21の画像上でワーキングエリア21aを設
定して、その領域をマイクロコンピユータ20へ指示する
等を行う。The microcomputer 20 has a ROM 20a that stores a table that ranks the operating procedure and the skin level in, for example, 10 steps based on the standard deviation, and an address that corresponds to the matrix pixels of the CCD camera 16. It includes a RAM 20b for discriminating the image signal level of a pixel into, for example, 32 levels and storing the level data obtained by A / D conversion, and a CPU 20c for performing the following calculation in cooperation with these memories. That is, the 32-step level data of each pixel is stored in the RAM 20b, the level data D 1 , D 2 , D 3 ... D n are averaged and the average value M p is calculated. Then this average value
Standard deviation σ of level data for M p Is calculated (n: number of level data). Further, the calculation result is referred to the table stored in the ROM 20a, the skin level is determined, and the corresponding rank 1 to 1 is displayed on the display 22.
Display at 10. The cathode ray tube display device 21 D / A converts the image signal of the CCD camera 16 stored in the RAM 20b and displays it. The keyboard 23 starts the operation or sets a working area 21a on the image of the cathode ray tube display device 21 when necessary and instructs the microcomputer 20 about the area.
このように構成された平滑性測定装置の動作を第3図及
び第4図を参照して説明する。The operation of the smoothness measuring apparatus configured as above will be described with reference to FIGS. 3 and 4.
凹凸波長が1〜5mm程度であるゆず肌を含む塗面1にお
ける反射像は、その程度に応じて種々に反射角が変動し
て、反射光の輝度がバラ付いた状態でCCDカメラ16へ入
射する。キーボード23の操作によりマイクロコンピユー
タ20を始動させ、CCDカメラ16の512×512個の画素の変
動する画像信号を逐次ディジタル化し、レベルデータと
してRAM20bの対応するアドレスにストアする。このレベ
ルデータは、ゆず肌の度合に応じて第4図に示すように
正規分布になる。ちなみに、塗面1が完全に鏡面状の場
合は同一レベルになる。ブラウン管表示装置21はゆず肌
の度合に応じて輝度の変化する画像を表示し、必要によ
り測定範囲に応じてワーキングエリア21aを設定する。
次いで、このエリアの各レベルデータを平均して平均値
MDを算出する。続いて、前述の式(1)に従い標準偏差σ
を算出する。そしてROM20aのテーブルと対象させてゆず
肌のランクを表示器22に数値表示させる。ブラウン管表
示装置21に表示されたゆず肌像は写真記録することもで
きる。The reflected image on the coating surface 1 including the orange-colored skin having an uneven wavelength of about 1 to 5 mm changes its reflection angle variously according to the degree, and enters the CCD camera 16 with the brightness of the reflected light varying. To do. The microcomputer 23 is started by operating the keyboard 23, the image signals of 512 × 512 pixels of the CCD camera 16 which fluctuate are sequentially digitized, and stored as level data in the corresponding address of the RAM 20b. This level data has a normal distribution as shown in FIG. 4 according to the degree of yuzu skin. By the way, when the coated surface 1 is perfectly mirror-like, the level is the same. The cathode ray tube display device 21 displays an image of which the brightness changes according to the degree of yuzu skin, and sets the working area 21a according to the measurement range if necessary.
Then, average each level data in this area
Calculate M D. Then, according to the above equation (1), the standard deviation σ
To calculate. Then, the rank of the yuzu skin to be compared with the table of the ROM 20a is numerically displayed on the display unit 22. The yuzu skin image displayed on the cathode ray tube display device 21 can be recorded as a photograph.
以上、本発明によれば、広い範囲の塗面の平滑性、即ち
ゆず肌状態がその範囲を撮像した画像信号の簡単な処理
により、高精度の定量評価が可能になる。レベルデータ
の平均値に対する変動度合を評価する標準偏差による統
計処理を行うために、周囲の明るさの変化に起因する画
像信号レベルの影響を回避し、絶えず高精度に測定でき
る。As described above, according to the present invention, it is possible to perform a highly accurate quantitative evaluation by a simple process of the smoothness of the coated surface in a wide range, that is, the image signal obtained by capturing the range of the yuzu skin state. Since the statistical processing based on the standard deviation that evaluates the degree of variation with respect to the average value of the level data is performed, the influence of the image signal level caused by the change in the ambient brightness can be avoided, and the measurement can be performed constantly with high accuracy.
第1図は本発明の方法を説明するためのフローチャー
ト、第2図は本発明による方法を実施するための装置の
構成を示す図、第3図は同実施例の動作を説明するフロ
ーチャート並びに第4図は同実施例の動作を説明する図
である。 1…塗面、11…光源、16…CCDカメラ。FIG. 1 is a flow chart for explaining the method of the present invention, FIG. 2 is a diagram showing a configuration of an apparatus for carrying out the method according to the present invention, and FIG. 3 is a flow chart for explaining the operation of the same embodiment and FIG. FIG. 4 is a diagram for explaining the operation of the embodiment. 1 ... Painted surface, 11 ... Light source, 16 ... CCD camera.
Claims (1)
イメージセンサで撮像し、 このイメージセンサのマトリックス状画素の各画像信号
のレベルを複数段階に弁別し、 これらの弁別されたレベルデータの平均値を算出すると
共に、この平均値に対する前記レベルデータの標準偏差
を算出して前記所定範囲の塗面の平滑性を判定すること
を特徴とする塗面の平滑性測定方法。1. A coated surface is illuminated with light, and reflected light of the illuminated illuminated area of the coated surface is imaged by a two-dimensional image sensor, and a plurality of image signal levels of matrix pixels of the image sensor are set. Distinguishing into stages, calculating an average value of these discriminated level data, and calculating a standard deviation of the level data with respect to the average value to determine the smoothness of the painted surface in the predetermined range. Method of measuring smoothness of coated surface.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP61137312A JPH061177B2 (en) | 1986-06-14 | 1986-06-14 | Method of measuring smoothness of coated surface |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP61137312A JPH061177B2 (en) | 1986-06-14 | 1986-06-14 | Method of measuring smoothness of coated surface |
Publications (2)
Publication Number | Publication Date |
---|---|
JPS62294946A JPS62294946A (en) | 1987-12-22 |
JPH061177B2 true JPH061177B2 (en) | 1994-01-05 |
Family
ID=15195744
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP61137312A Expired - Lifetime JPH061177B2 (en) | 1986-06-14 | 1986-06-14 | Method of measuring smoothness of coated surface |
Country Status (1)
Country | Link |
---|---|
JP (1) | JPH061177B2 (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102680487A (en) * | 2011-02-28 | 2012-09-19 | C.R.F.阿西安尼顾问公司 | System and method for monitoring painting quality of components, in particular of motor-vehicle bodies |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP3353494B2 (en) * | 1994-10-24 | 2002-12-03 | 日産自動車株式会社 | Paint quality analyzer |
JP3358434B2 (en) * | 1996-03-27 | 2002-12-16 | 日産自動車株式会社 | Paint quality analyzer |
EP0930498A3 (en) | 1997-12-26 | 1999-11-17 | Nidek Co., Ltd. | Inspection apparatus and method for detecting defects |
JP3078784B2 (en) * | 1998-07-07 | 2000-08-21 | 株式会社ニデック | Defect inspection equipment |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPS60183808U (en) * | 1985-04-16 | 1985-12-06 | 三菱電機株式会社 | surface inspection equipment |
-
1986
- 1986-06-14 JP JP61137312A patent/JPH061177B2/en not_active Expired - Lifetime
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102680487A (en) * | 2011-02-28 | 2012-09-19 | C.R.F.阿西安尼顾问公司 | System and method for monitoring painting quality of components, in particular of motor-vehicle bodies |
US9207188B2 (en) | 2011-02-28 | 2015-12-08 | C.R.F. Società Consortile Per Azioni | System and method for monitoring painting quality of components, in particular of motor-vehicle bodies |
Also Published As
Publication number | Publication date |
---|---|
JPS62294946A (en) | 1987-12-22 |
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