JP2008014907A - Surface evaluation device and painting sample - Google Patents

Surface evaluation device and painting sample Download PDF

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JP2008014907A
JP2008014907A JP2006189237A JP2006189237A JP2008014907A JP 2008014907 A JP2008014907 A JP 2008014907A JP 2006189237 A JP2006189237 A JP 2006189237A JP 2006189237 A JP2006189237 A JP 2006189237A JP 2008014907 A JP2008014907 A JP 2008014907A
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image data
evaluation
luminance image
painted surface
painted
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Takahiro Domoto
隆裕 道本
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Nikon Corp
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Abstract

<P>PROBLEM TO BE SOLVED: To provide a surface evaluation device capable of accurately evaluating a painted surface, and a painting sample. <P>SOLUTION: The painted surface of the sample 5 is irradiated with light from a diagonal direction by an illuminating device 30, and brightness image data on the painted surface of the sample 5 is acquired by an image acquisition device 10. The acquired brightness image data is binarized, quantity of recesses per unit area in the painted surface is calculated, and the state of the surface is evaluated by an arithmetic evaluation device 20 based on the quantity. <P>COPYRIGHT: (C)2008,JPO&INPIT

Description

この発明は表面評価装置及び塗装標本に関する。   The present invention relates to a surface evaluation apparatus and a coated specimen.

従来、凹凸を有する塗装表面の評価方法として下記特許公報に記載されたものが知られている。   Conventionally, what was described in the following patent gazette is known as an evaluation method of the coating surface which has an unevenness | corrugation.

この評価方法では、まず、凹凸を有する塗装表面に斜めから光を照射し、その塗装表面をカメラで撮影する。次に、カメラから出力された画像データに基づいて濃淡のヒストグラムを求める。その後、ヒストグラムの半値幅を算出し、この半値幅に基づいて塗装表面の評価を行なう。
特開昭62−12806号公報
In this evaluation method, first, light is applied obliquely to a painted surface having irregularities, and the painted surface is photographed with a camera. Next, a shading histogram is obtained based on the image data output from the camera. Thereafter, the half width of the histogram is calculated, and the paint surface is evaluated based on the half width.
Japanese Patent Laid-Open No. 62-12806

しかし、上記評価方法には紛体密度に基づいて表面状態を評価しているので、部分的に紛体が集まっているような場合には正確な評価を行なうことができないという問題がある。   However, since the surface condition is evaluated based on the powder density in the above evaluation method, there is a problem that an accurate evaluation cannot be performed when the powder is partially collected.

この発明はこのような事情に鑑みてなされたもので、その課題は塗装表面を正確に評価することができる表面評価装置及び塗装標本を提供することである。   The present invention has been made in view of such circumstances, and a problem thereof is to provide a surface evaluation apparatus and a coating specimen that can accurately evaluate a coating surface.

上記課題を解決するため請求項1記載の発明は、被測定物の塗装表面に斜め方向から光を照射する照射手段と、この照射手段によって光が照射された前記塗装表面の輝度画像データを取得する画像データ取得手段と、前記画像データ取得手段によって取得された前記輝度画像データを二値化して前記塗装表面の単位面積当たりの凹部の数量を算出し、その数量に基づいて前記表面の状態を評価する演算評価手段とを備えることを特徴とする。   In order to solve the above-mentioned problem, the invention according to claim 1 is to obtain irradiation means for irradiating light on the coating surface of the object to be measured from an oblique direction, and obtaining luminance image data of the coating surface irradiated with light by the irradiation means. And binarizing the luminance image data acquired by the image data acquisition means to calculate the number of recesses per unit area of the coating surface, and based on the quantity, the surface state is calculated Computation evaluation means for evaluating is provided.

請求項2に記載の発明は、請求項1記載の表面評価装置において、前記演算評価手段は、前記輝度画像データを二値化する前に、前記輝度画像データのシェーディング補正を行うことを特徴とする。   According to a second aspect of the present invention, in the surface evaluation apparatus according to the first aspect, the calculation evaluation unit performs shading correction of the luminance image data before binarizing the luminance image data. To do.

請求項3に記載の発明は、請求項1記載の表面評価装置において、前記演算評価手段は、前記輝度画像データを二値化する前に、前記輝度画像データに基づいて前記輝度画像データのコントラストを強調する処理を行うことを特徴とする。   According to a third aspect of the present invention, in the surface evaluation apparatus according to the first aspect, the arithmetic evaluation unit is configured to contrast the luminance image data based on the luminance image data before binarizing the luminance image data. It is characterized in that processing for emphasizing is performed.

請求項4に記載の発明は、請求項1〜3のいずれか1項記載の表面評価装置において、前記演算評価手段によって取得された評価結果を製造工程で目視検査のために表示する表示手段を備えていることを特徴とする。   According to a fourth aspect of the present invention, in the surface evaluation apparatus according to any one of the first to third aspects, display means for displaying the evaluation result acquired by the arithmetic evaluation means for visual inspection in a manufacturing process. It is characterized by having.

請求項5に記載の発明は、各々の塗装表面の画像データから計測された単位面積当たりの凹部の数量が把握されている複数の塗装物品からなり、前記複数の塗装物品に、同じ塗装色を呈しかつそれぞれ異なる数量の前記凹部が前記塗装表面に形成されていることを特徴とする塗装標本である。   The invention according to claim 5 comprises a plurality of coated articles in which the number of recesses per unit area measured from image data of each painted surface is grasped, and the same painted color is applied to the plurality of coated articles. It is a painted specimen characterized by presenting and having different numbers of the concave portions formed on the painted surface.

この発明によれば、塗装表面を正確に評価することができる。   According to this invention, the coating surface can be accurately evaluated.

以下、この発明の実施の形態を図面に基づいて説明する。   Hereinafter, embodiments of the present invention will be described with reference to the drawings.

図1はこの発明の一実施形態に係る表面評価装置を示すブロック図である。   FIG. 1 is a block diagram showing a surface evaluation apparatus according to an embodiment of the present invention.

この表面評価装置は画像取得装置(画像データ取得手段)10と演算評価装置(演算評価手段)20と照明装置(照明手段)30とを備えている。   The surface evaluation apparatus includes an image acquisition device (image data acquisition means) 10, a calculation evaluation device (calculation evaluation means) 20, and an illumination device (illumination means) 30.

照明装置30は被測定物5の塗装表面に対して斜め上方から光を照射する。   The illuminating device 30 irradiates light on the coating surface of the object to be measured 5 obliquely from above.

画像取得装置10としては例えば4〜0.8倍までの倍率の対物レンズ11を有する光学顕微鏡がある。画像取得装置10で被測定物5の塗装表面を上方から観察することができる。   An example of the image acquisition device 10 is an optical microscope having an objective lens 11 having a magnification of 4 to 0.8 times. The painted surface of the object to be measured 5 can be observed from above with the image acquisition device 10.

画像取得装置10はCCDカメラ(図示せず)を備え、対物レンズ11等の光学系を介して被測定物5の塗装表面を撮像し、輝度画像データを取得することができる。   The image acquisition apparatus 10 includes a CCD camera (not shown), and can capture the luminance image data by imaging the painted surface of the object 5 to be measured via an optical system such as the objective lens 11.

CCDカメラは2560×1920ピクセルの画素数を有し、輝度画像データが1ピクセルに対して256ビットの階調で取得される。   The CCD camera has a pixel number of 2560 × 1920 pixels, and luminance image data is acquired with a gradation of 256 bits per pixel.

画像入力装置10は照射装置30によって照射された被測定物5の塗装表面の輝度データを取得することができる。   The image input device 10 can acquire luminance data of the painted surface of the measurement object 5 irradiated by the irradiation device 30.

画像解析装置20では、画像入力装置10で取得された輝度画像データがアナログデジタル変換回路でアナログ信号からデジタル信号に変換され、これがメモリ21に記憶される。画像解析装置20としては例えばパーソナルコンピュータが用いられる。   In the image analysis device 20, the luminance image data acquired by the image input device 10 is converted from an analog signal to a digital signal by an analog-digital conversion circuit, and this is stored in the memory 21. For example, a personal computer is used as the image analysis apparatus 20.

画像解析装置20では、メモリ21に記憶された輝度画像データを二値化して、被測定物5の塗装表面の単位当たりの凹部5a(図3、4参照)の数量が図示しないCPUによって算出され、算出された数量に基づいて被測定物5の塗装表面の評価が行なわれる。   In the image analysis device 20, the luminance image data stored in the memory 21 is binarized, and the number of concave portions 5 a (see FIGS. 3 and 4) per unit of the coating surface of the object to be measured 5 is calculated by a CPU (not shown). Based on the calculated quantity, the painted surface of the object to be measured 5 is evaluated.

次に、凹部5aの算出方法を説明する。   Next, a method for calculating the recess 5a will be described.

図2は凹部の算出方法を説明するためのフローチャート、図3は画像取得装置で撮像された画像解析前の塗装表面の輝度画像データを示す図、図4は画像解析後の塗装表面の輝度画像データを示す図である。   FIG. 2 is a flowchart for explaining a method for calculating a concave portion, FIG. 3 is a diagram showing luminance image data of a painted surface before image analysis captured by the image acquisition device, and FIG. 4 is a luminance image of the painted surface after image analysis. It is a figure which shows data.

まず、被測定物5の塗装表面を画像取得装置10で撮像し、輝度画像データを得る(図3参照)(S1)。   First, the painted surface of the DUT 5 is imaged by the image acquisition device 10 to obtain luminance image data (see FIG. 3) (S1).

次に、得られた輝度画像データに対してシェーディング補正を行な、照明ムラを除去する(S2)。シェーディング補正は次のように行われる。まず、輝度画像データに対して100×100マスクフィルタを用いて平均化処理を行なう。次に、その輝度画像データの値(輝度値)をピクセル毎に原輝度画像データの値から除算し、128を加算する。その結果、各ピクセルの輝度値の中心が128となる。   Next, shading correction is performed on the obtained luminance image data to remove illumination unevenness (S2). Shading correction is performed as follows. First, the luminance image data is averaged using a 100 × 100 mask filter. Next, the value of the luminance image data (luminance value) is divided from the value of the original luminance image data for each pixel, and 128 is added. As a result, the center of the luminance value of each pixel is 128.

その後、コントラストの差を強調するように輝度画像データのコントラストを大きくする(図4参照)(S3)。   Thereafter, the contrast of the luminance image data is increased so as to emphasize the difference in contrast (see FIG. 4) (S3).

次に、輝度画像データの閾値を40として二値化を行い、閾値40以下の輝度画像データを凹部5aとみなして単位面積当たりの凹部5aの個数を算出する(S4)。   Next, binarization is performed by setting the threshold value of the luminance image data to 40, and the luminance image data having the threshold value of 40 or less is regarded as the concave portion 5a to calculate the number of concave portions 5a per unit area (S4).

次に、目視による塗装表面の官能評価の結果とこの実施形態によって得られた定量評価の結果とを対比して表1に示す。   Next, Table 1 shows a comparison between the result of sensory evaluation of the painted surface visually and the result of quantitative evaluation obtained by this embodiment.

Figure 2008014907
官能評価では塗装表面の状態を下限限界不良品、下限限界良品、基準品、上限限界良品及び上限限界不良品の5段階に分類し、定量評価では単位面積当たりの凹部5aの個数(個数/mm2)を5段階に分類した。
Figure 2008014907
In sensory evaluation, the state of the coating surface is classified into five stages: lower limit limit defective product, lower limit limit non-defective product, reference product, upper limit limit non-defective product, and upper limit limit non-defective product. In quantitative evaluation, the number of recesses 5a per unit area (number / mm 2 ) was classified into 5 levels.

表1から目視による官能評価とこの実施形態による評価との間に相関関係があることがわかる。   It can be seen from Table 1 that there is a correlation between visual sensory evaluation and evaluation according to this embodiment.

したがって、この表1を用いて被測定物5の塗装表面の良否判定を定量的に行うことができる。   Therefore, it is possible to quantitatively determine the quality of the painted surface of the DUT 5 using Table 1.

なお、評価結果は表示装置25に表示される。   The evaluation result is displayed on the display device 25.

また、製造工程中で塗装表面の評価をより容易に行うため、予め同一色で本実施形態の表面評価装置で凹部の数量を計測した際、異なる数値を呈した塗装物品を複数用意するとよい。これらを標本として使用することで、製造された物品と標本とを見比べ、どの標本に近いかによって、製造された物品の塗装評価判定をすることで、検査員の熟練度によらず、正しい品質評価を得ることが可能になる。   Further, in order to more easily evaluate the coated surface during the manufacturing process, it is preferable to prepare a plurality of coated articles having different numerical values when the number of the concave portions is previously measured with the same color by the surface evaluation apparatus of the present embodiment. By using these as specimens, the manufactured article is compared with the specimen, and the coating evaluation of the manufactured article is made according to which specimen is close, so that the correct quality can be obtained regardless of the skill level of the inspector. An evaluation can be obtained.

更に、標本を構成する塗装物品としては、熟練の検査員が合否判定を行った塗装物品について、それぞれ本実施形態の表面評価装置で単位面積当たりの凹部の個数を計測しておき、単位面積当たりに対する凹部の個数を基準に合否判定基準を決定しておく。そして、凹部の個数が変わるように塗装条件を変えて、単位面積の凹部の個数がそれぞれ異なる複数の塗装物品を用意し、かつその塗装物品に対し合否判定結果を付しておく。これを標本とする。   Furthermore, as the coated article constituting the specimen, the number of concave portions per unit area is measured with the surface evaluation apparatus of the present embodiment for each coated article for which a skilled inspector has made a pass / fail determination. A pass / fail criterion is determined based on the number of recesses relative to. Then, the coating conditions are changed so that the number of recesses changes, and a plurality of coated articles having different numbers of recesses of unit area are prepared, and a pass / fail judgment result is attached to the coated article. This is a sample.

そして、検査員は合否判定結果が付されている標本と製造された物品とを見比べて、どの塗装物品に近いかによって、製造された物品の塗装状態の合否判定を行う。   Then, the inspector compares the specimen with the pass / fail judgment result with the manufactured article, and makes a pass / fail judgment on the coating state of the manufactured article depending on which coated article is near.

この実施形態によれば、塗装表面の輝度画像データを二値化して塗装表面の単位面積当たりの凹部5aの個数を算出して塗装表面の状態を評価するので、塗装表面の状態を正確に評価することができる。また、シェーディング補正、コントラストの差を強調する処理二値化し易くなり、ひいてはより正確に評価することができる。更に、被測定物5の塗装表面の良否判定を定量的に行うことができるので、目視検査を容易にすることができる。   According to this embodiment, since the brightness image data of the paint surface is binarized and the number of recesses 5a per unit area of the paint surface is calculated to evaluate the condition of the paint surface, the condition of the paint surface is accurately evaluated. can do. In addition, it becomes easy to binarize the shading correction and the process of emphasizing the difference in contrast, so that more accurate evaluation can be performed. Furthermore, since the quality of the coating surface of the object to be measured 5 can be quantitatively determined, visual inspection can be facilitated.

図1はこの発明の一実施形態に係る表面評価装置を示すブロック図である。FIG. 1 is a block diagram showing a surface evaluation apparatus according to an embodiment of the present invention. 図2は凹部の算出方法を説明するためのフローチャートである。FIG. 2 is a flowchart for explaining a method for calculating a recess. 図3は画像取得装置で撮像された画像解析前の塗装表面の輝度画像データを示す図である。FIG. 3 is a diagram showing luminance image data of the painted surface before image analysis, which is captured by the image acquisition device. 図4は画像解析後の塗装表面の輝度画像データを示す図である。FIG. 4 is a diagram showing luminance image data of the painted surface after image analysis.

符号の説明Explanation of symbols

5:被測定物、5a:凹部、10:画像取得装置(画像データ取得手段)、20:演算評価装置(演算評価手段)、30:照明装置(照明手段)。   5: measurement object, 5a: recess, 10: image acquisition device (image data acquisition means), 20: calculation evaluation device (calculation evaluation means), 30: illumination device (illumination means).

Claims (5)

被測定物の塗装表面に斜め方向から光を照射する照射手段と、
この照射手段によって光が照射された前記塗装表面の輝度画像データを取得する画像データ取得手段と、
前記画像データ取得手段によって取得された前記輝度画像データを二値化して前記塗装表面の単位面積当たりの凹部の数量を算出し、その数量に基づいて前記表面の状態を評価する演算評価手段と
を備えることを特徴とする表面評価装置。
Irradiation means for irradiating light on the painted surface of the object to be measured from an oblique direction;
Image data acquisition means for acquiring luminance image data of the painted surface irradiated with light by the irradiation means;
A calculation evaluation unit that binarizes the luminance image data acquired by the image data acquisition unit, calculates the number of recesses per unit area of the coating surface, and evaluates the state of the surface based on the number; A surface evaluation apparatus comprising:
前記演算評価手段は、前記輝度画像データを二値化する前に、前記輝度画像データのシェーディング補正を行うことを特徴とする請求項1記載の表面評価装置。   The surface evaluation apparatus according to claim 1, wherein the calculation evaluation unit performs shading correction of the luminance image data before binarizing the luminance image data. 前記演算評価手段は、前記輝度画像データを二値化する前に、前記輝度画像データに基づいて前記輝度画像データのコントラストを強調する処理を行うことを特徴とする請求項1記載の表面評価装置。   The surface evaluation apparatus according to claim 1, wherein the calculation evaluation unit performs a process of enhancing a contrast of the luminance image data based on the luminance image data before binarizing the luminance image data. . 前記演算評価手段によって取得された評価結果を製造工程で目視検査のために表示する表示手段を備えていることを特徴とする請求項1〜3のいずれか1項記載の表面評価装置。   The surface evaluation apparatus according to any one of claims 1 to 3, further comprising display means for displaying an evaluation result acquired by the arithmetic evaluation means for visual inspection in a manufacturing process. 各々の塗装表面の画像データから計測された単位面積当たりの凹部の数量が把握されている複数の塗装物品からなり、前記複数の塗装物品に、同じ塗装色を呈しかつそれぞれ異なる数量の前記凹部が前記塗装表面に形成されていることを特徴とする塗装標本。   It consists of a plurality of coated articles in which the number of recesses per unit area measured from the image data of each painted surface is known, and the plurality of coated articles have the same paint color and have different numbers of the recesses. A coated specimen formed on the painted surface.
JP2006189237A 2006-07-10 2006-07-10 Surface evaluation device and painting sample Withdrawn JP2008014907A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103292749A (en) * 2013-06-08 2013-09-11 重庆交通大学 Method for detecting road surface macrostructure distribution by utilizing digital picture processing technology
JP2018124147A (en) * 2017-01-31 2018-08-09 大王製紙株式会社 Evaluation method of hygiene thin paper and hygiene thin paper

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103292749A (en) * 2013-06-08 2013-09-11 重庆交通大学 Method for detecting road surface macrostructure distribution by utilizing digital picture processing technology
JP2018124147A (en) * 2017-01-31 2018-08-09 大王製紙株式会社 Evaluation method of hygiene thin paper and hygiene thin paper

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