JPH03128592A - Color picture signal evaluating method - Google Patents
Color picture signal evaluating methodInfo
- Publication number
- JPH03128592A JPH03128592A JP26758489A JP26758489A JPH03128592A JP H03128592 A JPH03128592 A JP H03128592A JP 26758489 A JP26758489 A JP 26758489A JP 26758489 A JP26758489 A JP 26758489A JP H03128592 A JPH03128592 A JP H03128592A
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- 230000015654 memory Effects 0.000 claims abstract description 21
- 239000013598 vector Substances 0.000 claims abstract description 20
- 238000011156 evaluation Methods 0.000 claims description 5
- 238000004040 coloring Methods 0.000 abstract description 3
- 238000003860 storage Methods 0.000 abstract description 3
- 239000003086 colorant Substances 0.000 description 4
- 230000007547 defect Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 3
- 238000003384 imaging method Methods 0.000 description 3
- 239000004065 semiconductor Substances 0.000 description 3
- 230000002950 deficient Effects 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
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- Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
Abstract
Description
【発明の詳細な説明】
「産業上の利用分野」
この発明は例えば半導体によって作られたカラー撮像素
子から得られるカラー画像信号を評価するカラー画像信
号評価方法に関する。DETAILED DESCRIPTION OF THE INVENTION "Field of Industrial Application" The present invention relates to a color image signal evaluation method for evaluating a color image signal obtained from a color image sensor made of, for example, a semiconductor.
「従来の技術」
半導体によって作られた撮像素子の前面にモザイク状の
色フィルタ或いはストライプ状の色フィルタを装着し、
カラー画像信号が得られるようにしたカラー撮像素子が
種々実用されている。``Prior art'' A mosaic color filter or a stripe color filter is attached to the front of an image sensor made of a semiconductor.
Various color image sensors capable of obtaining color image signals have been put into practical use.
半導体によって作られた撮像素子は集積回路技術によっ
て作られるが、その製造工程の不具合によって種々の欠
陥が生じる。特にカラー撮像素子として組立てた場合、
撮像素子の欠陥によって第6図に示すシエーデング、第
7図に示す帯状縞等の色ムラが発生する。Image sensors made of semiconductors are manufactured using integrated circuit technology, but various defects occur due to defects in the manufacturing process. Especially when assembled as a color image sensor,
Defects in the image sensor cause color unevenness such as shading shown in FIG. 6 and band-like stripes shown in FIG. 7.
つまり第6図に示すシェーデングとは白色であるはずの
画面に画面の広い領域(図では左上部と右下部に色が付
いている状態を示す)にわたって色が付いた状態の色ム
ラを指す。In other words, the shading shown in FIG. 6 refers to the color unevenness that occurs when a wide area of the screen (the figure shows the top left and bottom right areas colored) is colored on a screen that is supposed to be white.
また第7図に示す帯状縞とは白色であるはずの画面に斜
めまたは縦方向に色の付いた縞が生じる現象を指す。Further, the band-shaped stripes shown in FIG. 7 refer to a phenomenon in which colored stripes appear diagonally or vertically on a screen that is supposed to be white.
従来はカラー撮像信号をカラーブラウン管に映出させ、
この画面を目視によって、監視して検出している。Conventionally, color imaging signals were projected onto a color cathode ray tube,
This screen is visually monitored and detected.
「発明が解決しようとする課題」
従来はカラー撮像素子に生じる色ムラを人為的に判定し
ているから効率が悪い。特に量産工場では検査員を多数
配置しなければならないから、省力化に逆行し、コスト
低減に継からない不都合がある。``Problems to be Solved by the Invention'' Conventionally, color unevenness occurring in color image sensors has been artificially determined, which is inefficient. Particularly in mass-production factories, it is necessary to deploy a large number of inspectors, which is inconvenient as it goes against efforts to save labor and prevents cost reductions.
また欠陥の中でも色ムラが明確に現れる場合は個人差な
く検出することができるが、色ムラが薄くしか現れない
場合には検査員の個人差によって見過ごされてしまうこ
とがある。Furthermore, among defects, when color unevenness clearly appears, it can be detected without individual differences, but when color unevenness appears only faintly, it may be overlooked due to individual differences among inspectors.
この発明の目的はカラー撮像素子等から得られるカラー
画像信号に発生する色ムラを自動的に検出することがで
きるカラー画像信号評価方法を提案することにある。An object of the present invention is to propose a color image signal evaluation method that can automatically detect color unevenness occurring in a color image signal obtained from a color image sensor or the like.
「課題を解決するための手段」
この発明では被評価カラー画像信号が映出される画像を
単位面積を持つ複数の領域に細分化すると共に、この細
分化された複数の領域内の各画素に与える色信号の色を
表すベクトルの発生頻度をそれぞれ座標メモリに記憶し
、この座標メモリに記憶したベクトルの発生頻度のヒス
トグラムを各領域ごとに求め、各領域内のヒストグラム
の形態に応じて画面上の色ムラの有無を判定する。"Means for Solving the Problem" In this invention, an image on which a color image signal to be evaluated is projected is subdivided into a plurality of areas each having a unit area, and is applied to each pixel within the plurality of subdivided areas. The frequency of occurrence of the vector representing the color of the color signal is stored in a coordinate memory, and a histogram of the frequency of occurrence of the vector stored in this coordinate memory is obtained for each region. Determine the presence or absence of color unevenness.
この発明のカラー画像信号評価方法によれば細分化され
た領域ごとに各画素に与える色信号の色を表すベクトル
の発生頻度を求めたから色別に色の発生頻度を集計する
ことができる。According to the color image signal evaluation method of the present invention, since the frequency of occurrence of a vector representing the color of the color signal given to each pixel is determined for each subdivided region, the frequency of occurrence of each color can be totaled.
また領域ごとにベクトルの発生頻度を求めるから画面上
の位置と色との対応を知ることができる。Furthermore, since the frequency of occurrence of vectors is determined for each area, it is possible to know the correspondence between positions on the screen and colors.
この結果、帯状線等の部分的に発生する色ムラを検出す
ることができる。As a result, it is possible to detect color irregularities that occur locally, such as striped lines.
「実施例」 第1図を用いてこの発明の一実施例を説明する。"Example" An embodiment of the present invention will be explained using FIG.
第1図において1はカラー画像信号源を示す。このカラ
ー画像信号源1は例えば固体撮像素子を使ったカラー撮
像装置とすることができる。In FIG. 1, 1 indicates a color image signal source. This color image signal source 1 can be, for example, a color imaging device using a solid-state imaging device.
この例では信号源Iから単色信号R,G、Bが各別に出
力されるものとし、この各単色信号R1G、Bを変換器
2に入力してl信号及びQ信号に変換する。In this example, it is assumed that monochromatic signals R, G, and B are output separately from the signal source I, and these monochromatic signals R1G and B are input to the converter 2 and converted into an l signal and a Q signal.
l信号とQ信号及び輝度信号Yは周知のように次のよう
に定義される。The l signal, the Q signal, and the luminance signal Y are defined as follows, as is well known.
Y=0.3OR+0.59G+0.11B1=0.6O
R−0,28G−0,32BQ=0.21 R−0,5
2G+0.31 BR,G、Bはそれぞれ赤、緑、青の
単色信号を示し、各単色信号R,G、Bが、R=1.G
=1゜B=1のとき輝度信号YはY=1となり、またl
信号はI=0.Q信号はQ=0となる。Y=0.3OR+0.59G+0.11B1=0.6O
R-0,28G-0,32BQ=0.21 R-0,5
2G+0.31 BR, G, and B indicate monochromatic signals of red, green, and blue, respectively, and each monochromatic signal R, G, and B is R=1. G
= 1° When B = 1, the luminance signal Y becomes Y = 1, and l
The signal is I=0. The Q signal becomes Q=0.
つまり、各単色信号R,G、Bが全てlのとき白色画像
を映出する。l信号及びQ信号は第2図に示す直交座標
で表され、直交座標上の各座標位置で色及び色の′a淡
が特定される。原点Sは白色を表し、Q軸上を正側に進
むと紫、負方向に進むと黄緑、I軸上を正方向に進むと
オレンジ、負方向に進むとシアンとなる。In other words, when the monochromatic signals R, G, and B are all l, a white image is displayed. The l signal and the Q signal are represented by the orthogonal coordinates shown in FIG. 2, and the color and 'a'a of the color are specified at each coordinate position on the orthogonal coordinates. The origin S represents white; when moving in the positive direction on the Q axis, the color becomes purple; when moving in the negative direction, the color becomes yellow-green; when moving in the positive direction on the I-axis, the color becomes orange; and when moving in the negative direction, the color becomes cyan.
この発明では被評価カラー画像信号が映出される画面を
単位面積を持つ複数の領域に細分化すると共に、この細
分化された複数の領域内の各画素に与える色信号の色を
表すベクトルの発生頻度を座標メモリに記憶する。In this invention, the screen on which the color image signal to be evaluated is projected is subdivided into a plurality of regions each having a unit area, and a vector representing the color of the color signal given to each pixel in the plurality of subdivided regions is generated. Store the frequency in coordinate memory.
このために被評価カラー画像信号が持つ分解能で規定さ
れる画素数と同等の画素数に対応した記憶容量を持つ画
像メモリ3A、3Bを設け、この画像メモリ3Aと38
にl信号とQ信号を記憶させる0画像メモリ3Aと3B
は画像上の単位面積に対応したアドレス領域に区画され
、この区画された領域ごとに読み出しが行われる。For this purpose, image memories 3A and 38 are provided, each having a storage capacity corresponding to the number of pixels defined by the resolution of the color image signal to be evaluated.
0 image memories 3A and 3B that store the l signal and Q signal in
is divided into address areas corresponding to unit areas on the image, and reading is performed for each divided area.
画像メモリ3Aと3Bに記憶されたl信号及びQ信号は
区画された領域ごとに同一アドレスから同一画素の画像
信号として読み出され、演算器4でベクトル演算されて
座標メモリ5に色を表すベクトルの座標位置を記憶する
。The l signal and Q signal stored in the image memories 3A and 3B are read out as image signals of the same pixel from the same address for each partitioned area, vector-calculated by the arithmetic unit 4, and stored in the coordinate memory 5 as a vector representing the color. memorize the coordinate position of
座標メモリ5には画像メモリ3Aと3Bに設けた領域に
対応した数の記憶領域5A、5B・・・5Nを設け、こ
の領域5A〜5Nにベクトル演算!i4で算出した色を
表すベクトルで指示される座標(アドレス)にその色の
発生頻度数を記憶させる。The coordinate memory 5 is provided with a number of storage areas 5A, 5B, . . . , 5N corresponding to the areas provided in the image memories 3A and 3B, and vector calculations are performed on these areas 5A to 5N! The frequency of occurrence of the color is stored in the coordinates (address) indicated by the vector representing the color calculated in i4.
つまり座標メモリ5に設けた各領域5A〜5Nは茄2図
に示すように直交するI軸とQ軸を持つ直交座標に対応
するアドレス空間を持ち、この直交座標に演算器4で求
めたベクトルによって指示される座標に色の発生頻度を
表す回数を書込む。In other words, each area 5A to 5N provided in the coordinate memory 5 has an address space corresponding to orthogonal coordinates having orthogonal I and Q axes as shown in Fig. Write the number of times representing the frequency of color occurrence at the coordinates indicated by .
従って同一領域内において、同一の色が発色する画素が
複数存在した場合は、その同一の色を示す座標位置にそ
の色の発生頻度数が記憶される。Therefore, if there are a plurality of pixels emitting the same color in the same area, the frequency of occurrence of that color is stored at the coordinate position indicating the same color.
評価を行う場合、一般には白色画面を映出させるカラー
画像信号を与えるのが普通であるから白色を表す直交座
標上の原点S付近に発生頻度が集中する。第3図乃至第
5図にI−Q座標軸上のベクトル発生頻度と、そのヒス
トグラムを示す、この例では座標メモリ5の各領域5A
〜5Nごとにi軸とQ軸の二方向についてヒストグラム
をとった場合を示す、このように二次元にわたってヒス
トグラムをとることによって、二つのヒストグラムから
発生頻度の多い色を特定することができる。When performing evaluation, it is common to provide a color image signal that displays a white screen, so the frequency of occurrence is concentrated near the origin S on the orthogonal coordinates representing white. 3 to 5 show vector occurrence frequencies on the I-Q coordinate axis and their histograms. In this example, each area 5A of the coordinate memory 5
This shows the case where a histogram is taken in two directions of the i-axis and the Q-axis every 5N. By taking a histogram over two dimensions in this way, it is possible to identify colors that occur frequently from the two histograms.
第3図の例では原点Sに集中し、良品の場合を示す、ま
た第4図の例ではQ軸上では原点Sに集中しているが、
■軸上では散乱し、発色の傾向が見られ、不良と判定す
る。In the example of Fig. 3, the concentration is concentrated at the origin S, which indicates a good product, and in the example of Fig. 4, the concentration is concentrated at the origin S on the Q axis.
(2) There is scattering on the axis, and there is a tendency for color development to be observed, and it is determined to be defective.
第5図はI軸方向及びQ軸方向の双方にベクトルの発生
頻度が散乱し不良と判定する。In FIG. 5, the frequency of occurrence of vectors is scattered in both the I-axis direction and the Q-axis direction, and it is determined to be defective.
「発明の効果」
以上説明したように、この発明によれば画面上を複数の
単位面積を持つ領域に細分し、この細分した各領域ごと
に色を表すベクトルの発生頻度を計数し、ヒストグラム
を求めたから各領域ごとに着色の有無を検出することが
できる。"Effects of the Invention" As explained above, according to the present invention, the screen is subdivided into areas having a plurality of unit areas, the frequency of occurrence of vectors representing colors is counted for each subdivided area, and a histogram is generated. Since this is determined, the presence or absence of coloring can be detected for each area.
この結果、画面上において部分的に色が付く色ムラ、帯
状に色が付く帯状線等を検出することができる。As a result, it is possible to detect color unevenness where the screen is partially colored, band-like lines where the band is colored, and the like.
第1図はこの発明の一実施例を示すブロック図、第2図
はこの発明の実施例に用いた色信号とベクトルとの間の
関係を説明するためのグラフ、第3図乃至第5図はこの
発明の実施例に用いた座標メモリと座標メモリに取り込
んだ色を表すベクトルの発生頻度とそのヒストグラムを
説明するための図、第6図及び第7図は色ムラの種類を
説明するための正面図である。
1:信号源、2:変換器、3A、38:画像メそり、
:演算器、
:座標メモリ、
5A〜5
N : SI域。FIG. 1 is a block diagram showing an embodiment of this invention, FIG. 2 is a graph for explaining the relationship between color signals and vectors used in the embodiment of this invention, and FIGS. 3 to 5 Figures 6 and 7 are diagrams for explaining the coordinate memory used in the embodiment of this invention, the frequency of occurrence of vectors representing colors imported into the coordinate memory, and their histograms, and Figures 6 and 7 are diagrams for explaining types of color unevenness. FIG. 1: Signal source, 2: Converter, 3A, 38: Image mesori, : Arithmetic unit, : Coordinate memory, 5A to 5 N: SI area.
Claims (1)
積を持つ複数の領域に細分化すると共に、この細分化さ
れた複数の領域内の各画素に与える色信号の色を表すベ
クトルの発生頻度を座標メモリに記憶し、この座標メモ
リに記憶したベクトルの発生頻度のヒストグラムを上記
各領域ごとに求め、各領域内のヒストグラムの形態に応
じて画面上の色ムラの有無を判定するカラー画像信号評
価方法。(1) The image on which the color image signal to be evaluated is projected is subdivided into multiple areas each having a unit area, and a vector representing the color of the color signal given to each pixel in the multiple subdivided areas is generated. A color image in which the frequency is stored in a coordinate memory, a histogram of the frequency of occurrence of the vector stored in the coordinate memory is obtained for each of the above regions, and the presence or absence of color unevenness on the screen is determined according to the form of the histogram in each region. Signal evaluation method.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP26758489A JP2945419B2 (en) | 1989-10-13 | 1989-10-13 | Color image signal evaluation method |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP26758489A JP2945419B2 (en) | 1989-10-13 | 1989-10-13 | Color image signal evaluation method |
Publications (2)
Publication Number | Publication Date |
---|---|
JPH03128592A true JPH03128592A (en) | 1991-05-31 |
JP2945419B2 JP2945419B2 (en) | 1999-09-06 |
Family
ID=17446795
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP26758489A Expired - Fee Related JP2945419B2 (en) | 1989-10-13 | 1989-10-13 | Color image signal evaluation method |
Country Status (1)
Country | Link |
---|---|
JP (1) | JP2945419B2 (en) |
-
1989
- 1989-10-13 JP JP26758489A patent/JP2945419B2/en not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
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JP2945419B2 (en) | 1999-09-06 |
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