JP2000165892A - Pixel interpolation method and image processor - Google Patents
Pixel interpolation method and image processorInfo
- Publication number
- JP2000165892A JP2000165892A JP10338298A JP33829898A JP2000165892A JP 2000165892 A JP2000165892 A JP 2000165892A JP 10338298 A JP10338298 A JP 10338298A JP 33829898 A JP33829898 A JP 33829898A JP 2000165892 A JP2000165892 A JP 2000165892A
- Authority
- JP
- Japan
- Prior art keywords
- pixel
- pixels
- signal
- difference
- interpolation
- 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
Links
- 238000000034 method Methods 0.000 title claims abstract description 31
- 239000003086 colorant Substances 0.000 claims abstract description 24
- 238000012935 Averaging Methods 0.000 claims abstract description 18
- 238000003384 imaging method Methods 0.000 claims description 10
- 230000006866 deterioration Effects 0.000 abstract description 9
- 238000010586 diagram Methods 0.000 description 16
- 230000000694 effects Effects 0.000 description 3
- 102100024693 Death effector domain-containing protein Human genes 0.000 description 1
- 101000830359 Homo sapiens Death effector domain-containing protein Proteins 0.000 description 1
- 238000001914 filtration Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
Landscapes
- Processing Or Creating Images (AREA)
- Color Television Image Signal Generators (AREA)
- Processing Of Color Television Signals (AREA)
- Editing Of Facsimile Originals (AREA)
Abstract
Description
【0001】[0001]
【発明の属する技術分野】本発明は、光学系レンズを有
する電子スチルカメラやビデオカメラ等に用いられ、映
像信号を得るための画素補間方法および画像処理装置に
関するものである。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a pixel interpolation method for obtaining a video signal and an image processing apparatus used in an electronic still camera or a video camera having an optical system lens.
【0002】[0002]
【従来の技術】従来、この種の画像処理装置は、例え
ば、静止画像を記録する電子スチルカメラなどに用いら
れている。2. Description of the Related Art Conventionally, this type of image processing apparatus has been used, for example, in an electronic still camera for recording a still image.
【0003】この従来の画像処理装置1は、図9に示す
ように、カラーフィルタ2を有する固体撮像装置3と、
画素補間部4と、RGB画像生成部5とで構成されてい
る。このカラーフィルタ2には、図10に示すように、
R(赤),G(緑),B(青)を有し、G(緑)の市松
状配列としたものである。As shown in FIG. 9, a conventional image processing apparatus 1 includes a solid-state imaging device 3 having a color filter 2,
It is composed of a pixel interpolation unit 4 and an RGB image generation unit 5. As shown in FIG. 10, this color filter 2
It has R (red), G (green), and B (blue), and is a checkered array of G (green).
【0004】この画像処理装置1は、固体撮像装置3の
信号出力に基づいてRGBカラー画像を発生させるもの
であり、カラーフィルタ2のR(赤)とB(青)の画素
にG画素信号を補間する場合には、図11に示すように
G(緑)信号を抜き出して映像信号として処理するため
に抜けた部分としてのR(赤)とB(青)の画素を補間
する必要があり、画素補間部4によってこの補間の対象
となる画素を中心に隣接する縦横合計4画素のG信号を
平均化して、この平均化したG(緑)信号をカラーフィ
ルタ2のR(赤)とB(青)の画素に補間し、RGB画
像生成部5でRGB画像を生成していた。The image processing apparatus 1 generates an RGB color image based on a signal output of a solid-state imaging device 3, and applies a G pixel signal to R (red) and B (blue) pixels of a color filter 2. In the case of interpolation, it is necessary to interpolate R (red) and B (blue) pixels as missing parts in order to extract a G (green) signal and process it as a video signal as shown in FIG. The pixel interpolator 4 averages the G signals of a total of 4 pixels in the vertical and horizontal directions adjacent to the pixel to be interpolated, and outputs the averaged G (green) signal to the R (red) and B ( (RGB), and the RGB image is generated by the RGB image generation unit 5.
【0005】また、前述のG(緑)信号に替えて、R
(赤)信号で補間する場合には、図12に示すように、
カラーフィルタ2のG(緑)の市松状配列からR(赤)
信号を抜き出し、映像信号として処理するために抜けた
部分としてのG(緑)とB(青)の画素を補間する必要
があり、同様に単純平均化したのち、フィルタリングを
施す等の処理をしてRGB画像を生成していた。なお、
B(青)信号で補間する場合も同様である。In addition, instead of the above-mentioned G (green) signal, R
When interpolating with (red) signals, as shown in FIG.
G (green) checkerboard arrangement of color filter 2 to R (red)
In order to extract the signal and process it as a video signal, it is necessary to interpolate the G (green) and B (blue) pixels as missing parts. Similarly, after simple averaging, processing such as filtering is performed. To generate RGB images. In addition,
The same applies to the case where interpolation is performed using a B (blue) signal.
【0006】[0006]
【発明が解決しようとする課題】しかしながら従来の画
素補間方法での画像処理では、図13に示すような分布
の信号量が前述のカラーフィルタ2を有するCCD上に
入射されているとすると、カラーフィルタ2のR(赤)
とB(青)の画素部にG信号で補間する場合は、補間し
ようとする画素の縦横合計4画素のG(緑)信号を平均
化して補間しているので図14に示す信号量の分布とな
り、補間後の画像の輪郭が不鮮明になり解像度の低下し
偽色が発生するなど画質の劣化が激しいという問題があ
る。However, in the image processing by the conventional pixel interpolation method, if it is assumed that a signal amount having a distribution as shown in FIG. R of filter 2 (red)
In the case where the G signal is interpolated into the pixel portions of B and B (blue), the G (green) signal of a total of 4 pixels in the vertical and horizontal directions of the pixel to be interpolated is averaged and interpolated. Therefore, there is a problem that the image quality after the interpolation becomes sharp, and the image quality is severely deteriorated, for example, the resolution is reduced and a false color is generated.
【0007】また、このG(緑)信号に替えてR(赤)
信号で補間する場合では、図15に示すような分布の信
号量が前述のカラーフィルタ2を有するCCD上に入射
されているとすると、R(赤)信号を単純平均化して補
間しているので図16に示す信号量の分布となり、前記
のG(緑)信号の場合と同様に、補間後の画像の輪郭が
不鮮明になり解像度の低下し偽色が発生するなど画質の
劣化が激しいという問題がある。なお、B(青)信号で
補間する場合もこれと同様の問題がある。Further, instead of the G (green) signal, R (red)
In the case of interpolating with a signal, assuming that a signal amount having a distribution as shown in FIG. 15 is incident on the CCD having the above-described color filter 2, the R (red) signal is simply averaged and interpolated. The signal amount distribution shown in FIG. 16 is obtained, and similarly to the case of the G (green) signal described above, the contour of the interpolated image becomes unclear, the resolution is reduced, and a false color is generated. There is. It should be noted that there is a similar problem when the interpolation is performed using the B (blue) signal.
【0008】本発明は、補間による画質の劣化を防止す
る画素補間方法と画像処理装置を提供することを目的と
する。SUMMARY OF THE INVENTION An object of the present invention is to provide a pixel interpolation method and an image processing apparatus for preventing deterioration of image quality due to interpolation.
【0009】[0009]
【課題を解決するための手段】本発明の画素補間方法
は、3原色を有しそのうちの特定色を市松状に配列した
カラーフィルタの特定色以外の被対象画素から出力され
る画素信号を特定色の画素から出力される画素信号に基
づいて補間するに際し、前記被対象画素と隣接する縦方
向の2画素の信号量の差と、前記被対象画素と隣接する
横方向の2画素の信号量の差とを比較し、前記の差の小
さい方を連続性がある方向と判断し、前記の差が同じで
あれば縦横方向を連続性がある方向と判断し、前記の判
断した方向の画素の信号量を平均した信号量で前記被対
象画素を補間するものである。According to the pixel interpolation method of the present invention, a pixel signal output from a target pixel other than a specific color of a color filter having three primary colors and having specific colors among them arranged in a checkered pattern is specified. When interpolating based on a pixel signal output from a color pixel, the difference between the signal amount of two vertical pixels adjacent to the target pixel and the signal amount of two horizontal pixels adjacent to the target pixel And the difference is determined as a direction having continuity.If the difference is the same, the vertical and horizontal directions are determined as directions having continuity, and pixels in the determined direction are determined. The target pixel is interpolated by a signal amount obtained by averaging the signal amounts of the above.
【0010】本発明によると、補間後の画像の輪郭を鮮
明に復元し解像度を向上させ偽色の発生の抑圧すること
ができ、補間による画質の劣化を防止する画素補間方法
を提供することができる。According to the present invention, it is possible to provide a pixel interpolation method capable of sharply restoring the outline of an image after interpolation, improving resolution and suppressing the occurrence of false colors, and preventing deterioration in image quality due to interpolation. it can.
【0011】[0011]
【発明の実施の形態】本発明の請求項1に記載の発明
は、3原色を有しそのうちの特定色を市松状に配列した
カラーフィルタの特定色以外の被対象画素から出力され
る画素信号を特定色の画素から出力される画素信号に基
づいて補間するに際し、前記被対象画素と隣接する縦方
向の2画素の信号量の差と、前記被対象画素と隣接する
横方向の2画素の信号量の差とを比較し、前記の差の小
さい方を連続性がある方向と判断し、前記の差が同じで
あれば縦横方向を連続性がある方向と判断し、前記の判
断した方向の画素の信号量を平均した信号量で前記被対
象画素を補間する画素補間方法としたものであり、特定
色から出力される画素信号で特定色以外の被対象画素か
ら出力される画素信号を補間した補間後の画像の輪郭を
鮮明に復元し解像度を向上させ偽色の発生の抑圧するこ
とができ、補間による画質の劣化を防止する画素補間方
法を提供することができる。DESCRIPTION OF THE PREFERRED EMBODIMENTS According to the first aspect of the present invention, a pixel signal output from a target pixel other than a specific color of a color filter having three primary colors and having a specific color among the three primary colors arranged in a checkered pattern. Is interpolated based on a pixel signal output from a pixel of a specific color, a difference between signal amounts of two pixels in the vertical direction adjacent to the target pixel and two pixels in the horizontal direction adjacent to the target pixel. The difference between the signal amounts is compared, the smaller of the differences is determined as a direction having continuity, and if the difference is the same, the vertical and horizontal directions are determined as directions having continuity, and the determined direction is determined. A pixel interpolation method of interpolating the target pixel with a signal amount obtained by averaging the signal amounts of the pixels of the pixel signal, wherein the pixel signal output from the target pixel other than the specific color in the pixel signal output from the specific color The contour of the interpolated image after interpolation is restored sharply and the resolution Improved can be suppressed false color generation, it is possible to provide a pixel interpolation method for preventing deterioration of image quality due to interpolation.
【0012】本発明の請求項2に記載の発明は、3原色
を有しそのうちの特定色を市松状に配列したカラーフィ
ルタから出力される画素信号をこの特定色以外の画素か
ら出力される画素信号に基づいて補間するに際し、前記
特定色以外の画素に隣接する縦方向の2画素の信号量の
差と、前記特定色以外の画素に隣接する横方向の2画素
の信号量の差とを比較し、前記の差の小さい方を連続性
がある方向と判断し、前記の差が同じであれば縦横方向
を連続性がある方向と判断し、前記の判断した方向の画
素の信号量を平均した信号量で前記特定色以外の画素を
補間した補間画像からこの特定色の画素の2次元状の輪
郭成分を抽出し、前記の輪郭成分に基づいて前記特定色
以外の画素でカラーフィルタから出力される画素信号を
補間する画素補間方法としたものであり、特定色以外の
被対象画素から出力される画素信号でカラーフィルタか
ら出力される画素信号を補間した場合であっても、補間
後の画像の輪郭を鮮明に復元し解像度を向上させ偽色の
発生の抑圧することができ、補間による画質の劣化を防
止する画素補間方法を提供することができる。According to a second aspect of the present invention, a pixel signal output from a color filter having three primary colors and a specific color among them arranged in a checkered pattern is a pixel output from a pixel other than the specific color. When interpolating based on the signal, the difference between the signal amount of two vertical pixels adjacent to the pixel other than the specific color and the difference of the signal amount of two horizontal pixels adjacent to the pixel other than the specific color is calculated. In comparison, the smaller of the differences is determined as a direction having continuity, and if the differences are the same, the vertical and horizontal directions are determined as directions having continuity, and the signal amount of pixels in the determined direction is determined. A two-dimensional contour component of the pixel of the specific color is extracted from the interpolated image obtained by interpolating the pixel other than the specific color with the averaged signal amount, and the pixels other than the specific color are extracted from the color filter based on the contour component. Pixel interpolation to interpolate the output pixel signal Even if the pixel signal output from the color filter is interpolated with the pixel signal output from the target pixel other than the specific color, the contour of the interpolated image is clearly restored and the resolution is improved. , The generation of false colors can be suppressed, and a pixel interpolation method that prevents the deterioration of image quality due to interpolation can be provided.
【0013】本発明の請求項3に記載の発明は、R
(赤)、G(緑)、B(青)を有しそのうちの特定色を
市松状に配列したカラーフィルタのG(緑)以外の被対
象画素から出力される画素信号をG(緑)の画素から出
力される画素信号に基づいて補間するに際し、補間の対
象となる画素を中心として縦5画素、横5画素の合計2
5画素のエリア内に存在するG画素を用いて、補間の対
象となる画素の左上の4つのG(緑)画素のうちで縦方
向の2画素の差分と横方向の2画素の差分とを比較し、
差分の小さい方向を連続性があると判断し、前記の差が
同じであれば両方向を連続性がある方向と判断し、補間
の対象となる画素の右上、左下、右下のそれぞれのエリ
アについても同様に連続性を判断し、前述の判断した方
向に基づいて補間の対象となるそれぞれの画素の補間方
向を縦方向の2画素平均、横方向の2画素平均、縦横4
画素平均のいずれかを選択し、補間の対象となる画素の
G(緑)の補間信号とする画素補間方法としたものであ
り、G(緑)画素から出力される画素信号でR(赤)と
B(青)画素から出力される画素信号を補間した補間後
の画像の輪郭を鮮明に復元し解像度を向上させ偽色の発
生の抑圧することができ、補間による画質の劣化を防止
する画素補間方法を提供することができる。The invention according to claim 3 of the present invention is characterized in that R
A pixel signal output from a target pixel other than G (green) of a color filter having (red), G (green), and B (blue) and a specific color among them arranged in a checkered pattern is defined as G (green). When performing interpolation based on a pixel signal output from a pixel, a total of 2 pixels of 5 pixels vertically and 5 pixels horizontally centering on the pixel to be interpolated
Using the G pixels existing in the area of 5 pixels, a difference between two pixels in the vertical direction and a difference between two pixels in the horizontal direction among four G (green) pixels at the upper left of the pixel to be interpolated is calculated. Compare,
It is determined that the direction having the smaller difference has continuity, and if the difference is the same, both directions are determined to have continuity, and the upper right, lower left, and lower right areas of the pixel to be interpolated are determined. Similarly, the continuity is determined in the same manner, and the interpolation direction of each pixel to be interpolated is determined based on the above determined direction by averaging two pixels in the vertical direction, averaging two pixels in the horizontal direction,
This is a pixel interpolation method in which one of the pixel averages is selected and a G (green) interpolation signal of the pixel to be interpolated is set as a G (green) interpolation signal. The pixel signal output from the G (green) pixel is R (red) And a pixel that can clearly restore the contour of the interpolated image obtained by interpolating the pixel signal output from the B (blue) pixel, improve the resolution and suppress the generation of false colors, and prevent the deterioration of image quality due to the interpolation. An interpolation method can be provided.
【0014】本発明の請求項4に記載の発明は、R
(赤)、G(緑)、B(青)のカラーフィルタを配し、
その配列をGの市松状配列とした固体撮像装置の信号出
力をもとに、RGBカラー画像を発生させるシステムに
おいて、補間処理等を含む画像処理によって得られた2
次元状のG信号の輪郭成分を抽出し、この輪郭成分を利
用してRあるいはB画像信号の補間を行う画素補間方法
としたものであり、 R(赤)またはB(青)画素から
出力される画素信号でカラーフィルタから出力される画
素信号を補間した場合であっても、補間後の画像の輪郭
を鮮明に復元し解像度を向上させ偽色の発生の抑圧する
ことができ、補間による画質の劣化を防止する画素補間
方法を提供することができる。The invention described in claim 4 of the present invention is characterized in that R
(Red), G (green), B (blue) color filters,
In a system for generating an RGB color image based on the signal output of a solid-state imaging device in which the array is a checkerboard array of G, the image obtained by image processing including interpolation processing and the like is used.
This is a pixel interpolation method in which a contour component of a two-dimensional G signal is extracted, and an R or B image signal is interpolated using the contour component. Even if the pixel signal output from the color filter is interpolated with the pixel signal, the contour of the interpolated image can be clearly restored, the resolution can be improved, and the generation of false colors can be suppressed. Can be provided.
【0015】本発明の請求項5に記載の発明は、請求項
1記載の画素補間方法に従って処理する画像補間処理部
を設けた画像処理装置としたものである。本発明の請求
項6に記載の発明は、請求項2記載の画素補間方法に従
って処理する画像補間処理部を設けた画像処理装置とし
たものである。According to a fifth aspect of the present invention, there is provided an image processing apparatus provided with an image interpolation processing section for performing processing according to the pixel interpolation method according to the first aspect. According to a sixth aspect of the present invention, there is provided an image processing apparatus provided with an image interpolation processing unit for performing processing according to the pixel interpolation method according to the second aspect.
【0016】以下、本発明の画素補間方法と画像処理装
置とを具体的な実施の形態に基づいて説明する。(実施
の形態1)本発明の実施の形態1の画像処理装置6は、
図1に示すように、3原色としてのR(赤)、G
(緑)、B(青)を有しそのうちの特定色としてのG
(緑)を市松状に配列したカラーフィルタ2のそのG
(緑)画素以外の被対象画素と隣接する縦方向のG
(緑)の2画素の信号量の差と、前記被対象画素と隣接
する横方向のG(緑)の2画素の信号量の差とを比較
し、前記の差の小さい方を連続性がある方向と判断し、
前記の差が同じであれば縦横方向を連続性がある方向と
判断し、前記の判断した方向のG(緑)画素の信号量を
平均した信号量で前記被対象画素を補間する画像補間処
理部7を設けたものである。Hereinafter, a pixel interpolation method and an image processing apparatus according to the present invention will be described based on specific embodiments. (Embodiment 1) An image processing apparatus 6 according to Embodiment 1 of the present invention
As shown in FIG. 1, R (red) and G as three primary colors
(Green) and B (blue), of which G is a specific color.
G of color filter 2 in which (green) is arranged in a checkered pattern
(Green) G in the vertical direction adjacent to the target pixel other than the pixel
The difference between the signal amounts of the two pixels of (green) and the difference of the signal amounts of the two pixels of G (green) in the horizontal direction adjacent to the target pixel are compared. Judging in a certain direction,
If the difference is the same, the vertical and horizontal directions are determined to have continuity, and the target pixel is interpolated with a signal amount obtained by averaging the signal amounts of G (green) pixels in the determined direction. A part 7 is provided.
【0017】なお、画像補間処理部7を除いては従来と
同様であるので、ここでは画像補間処理部7の以外につ
いての具体的な説明を省略する。ここで、被対象画素と
してのカラーフィルタ2のR(赤)とB(青)画素から
出力される画素信号をG(緑)画素から出力される画素
信号で補間する画像補間処理部7の処理動作について説
明する。Since the configuration is the same as the conventional one except for the image interpolation processing unit 7, a detailed description of the components other than the image interpolation processing unit 7 is omitted here. Here, processing of the image interpolation processing unit 7 for interpolating pixel signals output from R (red) and B (blue) pixels of the color filter 2 as target pixels with pixel signals output from G (green) pixels. The operation will be described.
【0018】G(緑)画素に対する信号を直接得られる
のは、図11に示すように、G(緑)画素の位置の画像
信号である。例えば、このG(緑)画素の配列上に図2
に示す分布の信号が入力されると、図3に示すように、
Xを中心とした縦5画素、横5画素の合計25画素のエ
リア内に存在するG(緑)画素のうちでこのXを中心と
して左上の4つのG(緑)画素を用いて、補間の対象と
なる被対象画素の縦方向の2画素の差分と、横方向の2
画素の差分とを比較すると、図2に示すように、縦方向
の2画素の差分(4−4=0)の方が横方向の2画素の
差分(8−4=4)より小さいので、矢印A1で示す縦
方向を連続性があると判断する。As shown in FIG. 11, an image signal at the position of the G (green) pixel can directly obtain a signal for the G (green) pixel. For example, on the arrangement of the G (green) pixels, FIG.
When a signal having a distribution shown in FIG. 3 is input, as shown in FIG.
Of G (green) pixels existing in an area of a total of 25 pixels of 5 pixels vertically and 5 pixels centered on X, four G (green) pixels on the upper left centered on X are used for interpolation. The difference between the two pixels in the vertical direction of the target pixel to be processed and the difference between the two pixels in the horizontal direction
When comparing the difference between the pixels, as shown in FIG. 2, the difference between the two pixels in the vertical direction (4-4 = 0) is smaller than the difference between the two pixels in the horizontal direction (8-4 = 4). It is determined that the vertical direction indicated by the arrow A1 has continuity.
【0019】同様に、Xを中心として右上、左下、右下
のそれぞれの4つのG画素を用いて、右上、左下、右下
のそれぞれの被対象画素の連続性を判断する。具体的に
は、右上では差分の小さい方向は矢印A2で示す縦方
向、左下では差分の小さい方向は矢印A3で示す縦方
向、右下では差分の小さい方向は矢印A4で示す縦方向
で連続性があると判断する。Similarly, the continuity of each of the upper right, lower left, and lower right target pixels is determined using four G pixels of upper right, lower left, and lower right with X as the center. Specifically, in the upper right, the direction in which the difference is small is continuous in the vertical direction indicated by arrow A2, in the lower left, the direction in which the difference is small is vertical in the direction indicated by arrow A3, and in the lower right, the direction in which the difference is small is continuous in the vertical direction indicated by arrow A4. Judge that there is.
【0020】このようにして残りの被対象画素について
も、縦方向の2画素の差分と、横方向の2画素の差分と
を比較して連続性がある方向を判断する。この連続性の
判断結果をまとめると、図4に示すようになる。In this way, for the remaining target pixels, the difference between two pixels in the vertical direction and the difference between two pixels in the horizontal direction are compared to determine a direction having continuity. FIG. 4 shows the continuity determination results.
【0021】この連続性の判断結果に基づいて、カラー
フィルタ2のR(赤)とB(青)の画素に補間する信号
量を算出する。縦方向に連続性があると判断した被対象
画素はこの縦方向の2画素の和を平均化した信号量と
し、縦方向の2画素の差分と横方向の2画素の差分とが
同一で縦横方向に連続性があると判断した被対象画素は
この縦横方向の4画素の和を平均化した信号量として、
G(緑)画素の補間信号を発生させる。このようにして
発生させたG(緑)画素の補間信号は、図5に示すよう
な分布の信号量となり、図2に示す補間前の分布の信号
量を完全に復元していることがわかる。Based on the result of this continuity determination, the amount of signal to be interpolated into the R (red) and B (blue) pixels of the color filter 2 is calculated. The target pixel determined to have continuity in the vertical direction is a signal amount obtained by averaging the sum of the two pixels in the vertical direction, and the difference between the two pixels in the vertical direction and the difference between the two pixels in the horizontal direction are the same. The target pixel determined to have continuity in the direction is a signal amount obtained by averaging the sum of the four pixels in the vertical and horizontal directions.
An interpolation signal for a G (green) pixel is generated. The interpolation signal of the G (green) pixel generated in this way has a distribution signal amount as shown in FIG. 5, and it can be seen that the signal amount of the distribution before interpolation shown in FIG. 2 is completely restored. .
【0022】このように構成したため、G(緑)画素か
ら出力される画素信号でR(赤)とB(青)画素から出
力される画素信号を補間した補間後の画像の輪郭を鮮明
に復元することができ、解像度を向上させることがで
き、偽色の発生を抑圧することができ、高画質の画像信
号を生成することができ、補間による画質の劣化を防止
することができる。With this configuration, the outline of the interpolated image obtained by interpolating the pixel signals output from the R (red) and B (blue) pixels with the pixel signals output from the G (green) pixels is clearly restored. Therefore, the resolution can be improved, the generation of false colors can be suppressed, a high-quality image signal can be generated, and the deterioration of image quality due to interpolation can be prevented.
【0023】また、構造が簡単なため、ハードウエアに
よるリアルタイム駆動が可能で、撮像画面の状況変化に
対応して補間方法を自動的に決定するため、高画質の映
像信号を高速に処理することが可能である。In addition, since the structure is simple, real-time driving by hardware is possible, and an interpolation method is automatically determined in response to a change in the situation of an imaging screen, so that high-quality video signals can be processed at high speed. Is possible.
【0024】(実施の形態2)本発明の実施の形態2の
画像処理装置は、図6に示すように、前述の実施の形態
1のカラーフィルタ2の特定色としてのG(緑)以外の
画素に隣接する縦方向の2画素の信号量の差と、G
(緑)以外の画素に隣接する横方向の2画素の信号量の
差とを比較し、前記の差の小さい方を連続性がある方向
と判断し、前記の差が同じであれば縦横方向を連続性が
ある方向と判断し、前記の判断した方向の画素の信号量
を平均した信号量でG(緑)以外の画素を補間した補間
画像からこのG(緑)画素の2次元状の輪郭成分を抽出
し、前記の輪郭成分に基づいてG(緑)以外の画素とし
てのR(赤)画素でカラーフィルタから出力される画素
信号を補間する画像補間処理部9を設けたものである。(Embodiment 2) As shown in FIG. 6, an image processing apparatus according to Embodiment 2 of the present invention employs a color filter 2 of Embodiment 1 other than G (green) as a specific color. The difference between the signal amounts of two pixels in the vertical direction adjacent to the pixel and G
The difference between the signal amounts of two pixels in the horizontal direction adjacent to the pixel other than (green) is compared, and the smaller of the differences is determined as the direction having continuity. Is determined as a direction having continuity, and a two-dimensional G (green) pixel is obtained from an interpolated image obtained by interpolating pixels other than G (green) with a signal amount obtained by averaging the signal amounts of the pixels in the determined direction. An image interpolation processing unit 9 is provided for extracting a contour component and interpolating a pixel signal output from a color filter with R (red) pixels as pixels other than G (green) based on the contour component. .
【0025】なお、画像補間処理部9を除いては前述の
実施の形態1の画像補間処理部7と同様であるので、こ
こでは画像補間処理部9の以外についての具体的な説明
を省略する。Since the image interpolation processing unit 9 is the same as the image interpolation processing unit 7 of the first embodiment except for the image interpolation processing unit 9, a detailed description of the components other than the image interpolation processing unit 9 is omitted here. .
【0026】ここで、前述の実施の形態1のG(緑)の
補間に替えて、R(赤)画素からの画素信号でカラーフ
ィルタ2のG(緑)とB(青)画素から出力される画素
信号を補間する画像補間処理部9の処理動作について説
明する。なお、カラーフィルタ2のR(赤)とB(青)
画素から出力される画素信号をG(緑)画素から出力さ
れる画素信号で補間する処理までは前述の実施の形態1
と同じ処理であるので、これ以降の処理について具体的
に説明する。Here, instead of the interpolation of G (green) in the first embodiment, pixel signals from R (red) pixels are output from G (green) and B (blue) pixels of the color filter 2. The processing operation of the image interpolation processing unit 9 for interpolating the pixel signals will be described. Note that R (red) and B (blue) of the color filter 2
Embodiment 1 described above up to the processing of interpolating the pixel signal output from the pixel with the pixel signal output from the G (green) pixel
Since the processing is the same as that described above, the subsequent processing will be specifically described.
【0027】図5に示すように、G(緑)信号の補間結
果に基づいて、このG(緑)信号の補間画像からこのG
(緑)画素の2次元状の輪郭成分としての水平方向のエ
ッジ信号を抽出し、一般的に用いられる2次のハイパス
フィルタをかけた結果を1/2にすると、図7に示すよ
うになる。この値を単純4画素平均されたR(赤)信号
に加算(減算)すると、図8に示すような信号となる。
この図8に示す結果と図2に示す補間前の分布とを比較
すると、R(赤)信号が完全に復元していることがわか
る。As shown in FIG. 5, based on the interpolation result of the G (green) signal, the G (green) signal
FIG. 7 shows a result obtained by extracting a horizontal edge signal as a two-dimensional contour component of a (green) pixel, and halving the result of applying a commonly used secondary high-pass filter. . When this value is added (subtracted) to the R (red) signal obtained by simply averaging four pixels, a signal as shown in FIG. 8 is obtained.
Comparing the result shown in FIG. 8 with the distribution before interpolation shown in FIG. 2, it can be seen that the R (red) signal is completely restored.
【0028】このように構成したため、R(赤)画素か
ら出力される画素信号でG(緑)とB(青)画素から出
力される画素信号を補間した補間後の画像の輪郭を鮮明
に復元することができ、解像度を向上させることがで
き、偽色の発生を抑圧することができ、高画質の画像信
号を生成することができ、補間による画質の劣化を防止
することができる。また、構造が簡単なため、ハードウ
エアによるリアルタイム駆動が可能で、撮像画面の状況
変化に対応して補間方法を自動的に決定するため、高画
質の映像信号を高速に処理することが可能である。With this configuration, the outline of the interpolated image obtained by interpolating the pixel signals output from the G (green) and B (blue) pixels with the pixel signals output from the R (red) pixels is clearly restored. Therefore, the resolution can be improved, the generation of false colors can be suppressed, a high-quality image signal can be generated, and the deterioration of image quality due to interpolation can be prevented. In addition, the simple structure enables real-time driving by hardware, and automatically determines the interpolation method in response to changes in the situation of the imaging screen, enabling high-speed processing of high-quality video signals. is there.
【0029】この実施の形態2では、R(赤)信号で補
間を行っているが、B(青)信号についても相対的にR
(赤)と同じ配列であるため、同様に処理する事により
補間が可能であり、同様の効果を有する。In the second embodiment, the interpolation is performed using the R (red) signal.
Since the arrangement is the same as that of (red), interpolation can be performed by performing the same processing, and the same effect is obtained.
【0030】前述の各実施の形態では、3原色のうちの
特定色をG(緑)とした市松状配列のカラーフィルタを
用いているが、R(赤)またはB(青)とした市松状配
列のカラーフィルタとした場合であっても、同様の効果
を有する。In each of the above-described embodiments, a checkered color filter in which a specific color of the three primary colors is G (green) is used, but a checkered color filter in which R (red) or B (blue) is used. The same effect is obtained even when the color filters are arranged.
【0031】[0031]
【発明の効果】以上ように本発明の画素補間方法によれ
ば、3原色を有しそのうちの特定色を市松状に配列した
カラーフィルタの特定色以外の被対象画素から出力され
る画素信号を特定色の画素から出力される画素信号に基
づいて補間するに際し、前記被対象画素と隣接する縦方
向の2画素の信号量の差と、前記被対象画素と隣接する
横方向の2画素の信号量の差とを比較し、前記の差の小
さい方を連続性がある方向と判断し、前記の差が同じで
あれば縦横方向を連続性がある方向と判断し、前記の判
断した方向の画素の信号量を平均した信号量で前記被対
象画素を補間することにより、特定色から出力される画
素信号で特定色以外の被対象画素から出力される画素信
号を補間した補間後の画像の輪郭を鮮明に復元すること
ができ、解像度を向上させることができ、偽色の発生を
抑圧することができ、高画質の画像信号を生成すること
ができ、補間による画質の劣化を防止する画素補間方法
を提供することができる。また、構造が簡単なため、ハ
ードウエアによるリアルタイム駆動が可能で、撮像画面
の状況変化に対応して補間方法を自動的に決定するた
め、高画質の映像信号を高速に処理することが可能であ
る。As described above, according to the pixel interpolation method of the present invention, a pixel signal output from a target pixel other than a specific color of a color filter having three primary colors and having a specific color among them arranged in a checkered pattern is obtained. In performing interpolation based on a pixel signal output from a pixel of a specific color, a difference between signal amounts of two vertical pixels adjacent to the target pixel and a signal of two horizontal pixels adjacent to the target pixel are used. Compare the difference of the amount, the smaller of the difference is determined as a direction having continuity, if the difference is the same, the vertical and horizontal directions are determined as a direction having continuity, the direction of the determined direction By interpolating the target pixel with a signal amount obtained by averaging the pixel signal amounts, the interpolated image of the pixel signal output from the target pixel other than the specific color is interpolated with the pixel signal output from the specific color. The outline can be clearly restored, and the resolution Can be above, it is possible to suppress the occurrence of a false color, it is possible to generate an image signal of high quality, it is possible to provide a pixel interpolation method for preventing deterioration of image quality due to interpolation. In addition, the simple structure enables real-time driving by hardware, and automatically determines the interpolation method in response to changes in the situation of the imaging screen, enabling high-speed processing of high-quality video signals. is there.
【0032】また、3原色を有しそのうちの特定色を市
松状に配列したカラーフィルタから出力される画素信号
をその特定色以外の画素から出力される画素信号に基づ
いて補間する場合であっても、前記特定色以外の画素に
隣接する縦方向の2画素の信号量の差と、前記特定色以
外の画素に隣接する横方向の2画素の信号量の差とを比
較し、前記の差の小さい方を連続性がある方向と判断
し、前記の差が同じであれば縦横方向を連続性がある方
向と判断し、前記の判断した方向の画素の信号量を平均
した信号量で前記特定色以外の画素を補間した補間画像
からこの特定色の画素の2次元状の輪郭成分を抽出し、
前記の輪郭成分に基づいて前記特定色以外の画素でカラ
ーフィルタから出力される画素信号を補間することによ
り、特定色以外の被対象画素から出力される画素信号で
カラーフィルタから出力される画素信号を補間した場合
であっても、前述と同様の効果を有する。Further, a pixel signal output from a color filter having three primary colors and a specific color among them arranged in a checkered pattern is interpolated based on pixel signals output from pixels other than the specific color. Also, comparing the difference between the signal amounts of two pixels in the vertical direction adjacent to the pixel other than the specific color and the difference between the signal amounts of two pixels in the horizontal direction adjacent to the pixel other than the specific color, Is determined as the direction having continuity, and if the difference is the same, the vertical and horizontal directions are determined as the direction having continuity, and the signal amount obtained by averaging the signal amounts of the pixels in the determined direction is used. Extracting a two-dimensional contour component of the pixel of the specific color from the interpolated image obtained by interpolating pixels other than the specific color,
By interpolating a pixel signal output from a color filter with a pixel other than the specific color based on the contour component, a pixel signal output from the color filter with a pixel signal output from a target pixel other than the specific color Has the same effect as described above.
【0033】また本発明の画像処理装置は、3原色を有
しそのうちの特定色を市松状に配列したカラーフィルタ
の特定色以外の被対象画素と隣接する縦方向の2画素の
信号量の差と、前記被対象画素と隣接する横方向の2画
素の信号量の差とを比較し、前記の差の小さい方を連続
性がある方向と判断し、前記の差が同じであれば縦横方
向を連続性がある方向と判断し、前記の判断した方向の
画素の信号量を平均した信号量で前記被対象画素を補間
する画像補間処理部を設けたので、本発明の画素補間方
法を実現できる。Further, the image processing apparatus of the present invention has a difference in signal amount between two pixels in the vertical direction adjacent to a target pixel other than the specific color of a color filter having three primary colors and having the specific colors arranged in a checkered pattern. And the difference between the signal amounts of the two pixels in the horizontal direction adjacent to the target pixel, and the smaller of the differences is determined as the direction having continuity. Is determined as a direction having continuity, and an image interpolation processing unit is provided for interpolating the target pixel with a signal amount obtained by averaging the signal amounts of the pixels in the determined direction, so that the pixel interpolation method of the present invention is realized. it can.
【0034】また、3原色を有しそのうちの特定色を市
松状に配列したカラーフィルタのその特定色以外の画素
に隣接する縦方向の2画素の信号量の差と、前記特定色
以外の画素に隣接する横方向の2画素の信号量の差とを
比較し、前記の差の小さい方を連続性がある方向と判断
し、前記の差が同じであれば縦横方向を連続性がある方
向と判断し、前記の判断した方向の画素の信号量を平均
した信号量で前記特定色以外の画素を補間した補間画像
からこの特定色の画素の2次元状の輪郭成分を抽出し、
前記の輪郭成分に基づいて前記特定色以外の画素でカラ
ーフィルタから出力される画素信号を補間する画像補間
処理部を設けた場合では、カラーフィルタから出力され
る画素信号を前記特定色以外の画素から出力される画素
信号に基づいて補間する本発明の画素補間方法を実現で
きる。The difference between the signal amounts of two pixels in the vertical direction adjacent to the pixels other than the specific color of the color filter having the three primary colors and having the specific colors arranged in a checkered pattern, and the pixels other than the specific color Is compared with the difference between the signal amounts of the two pixels in the horizontal direction that are adjacent to each other, and the smaller of the differences is determined as the direction having continuity, and if the difference is the same, the vertical and horizontal directions are the directions having continuity. And extracting a two-dimensional contour component of the pixel of the specific color from an interpolated image obtained by interpolating pixels other than the specific color with a signal amount obtained by averaging the signal amounts of the pixels in the determined direction,
In the case where an image interpolation processing unit that interpolates a pixel signal output from a color filter with a pixel other than the specific color based on the outline component is provided, a pixel signal output from the color filter is converted into a pixel other than the specific color. The pixel interpolation method according to the present invention in which interpolation is performed based on the pixel signal output from the device can be realized.
【図1】本発明の実施の形態1の画像処理装置の構成を
示すブロック図FIG. 1 is a block diagram illustrating a configuration of an image processing apparatus according to a first embodiment of the present invention.
【図2】同実施の形態1の固体撮像装置の入力信号量を
数字でモデル化した図FIG. 2 is a diagram in which an input signal amount of the solid-state imaging device according to the first embodiment is modeled by numerals;
【図3】同実施の形態1の連続性の判定箇所を示すイメ
ージ図FIG. 3 is an image diagram showing a continuity determination portion according to the first embodiment;
【図4】同実施の形態1の連続性の判定結果を示すイメ
ージ図FIG. 4 is an image diagram showing a determination result of continuity according to the first embodiment;
【図5】同実施の形態の補間後のG(緑)信号量を示す
図FIG. 5 is a diagram showing a G (green) signal amount after interpolation according to the embodiment;
【図6】本発明の実施の形態2の画像処理装置の構成を
示すブロック図FIG. 6 is a block diagram illustrating a configuration of an image processing apparatus according to a second embodiment of the present invention;
【図7】同実施の形態2のG(緑)信号の輪郭をモデル
化した図FIG. 7 is a diagram modeling a contour of a G (green) signal according to the second embodiment;
【図8】同実施の形態の補間後のR(赤)信号量を示す
図FIG. 8 is a diagram showing an R (red) signal amount after interpolation according to the embodiment;
【図9】従来の画像処理装置の構成を示すブロック図FIG. 9 is a block diagram illustrating a configuration of a conventional image processing apparatus.
【図10】従来のカラーフィルタのRGB配列を示す図FIG. 10 is a diagram showing an RGB arrangement of a conventional color filter.
【図11】カラーフィルタからG配列のみを抜き出した
フィルタ配列を示す図FIG. 11 is a diagram showing a filter array in which only a G array is extracted from a color filter.
【図12】カラーフィルタからR配列のみを抜き出した
フィルタ配列を示す図FIG. 12 is a diagram illustrating a filter array in which only an R array is extracted from a color filter.
【図13】従来の固体撮像装置の入力信号量を数字でモ
デル化した図FIG. 13 is a diagram in which the input signal amount of a conventional solid-state imaging device is modeled by numerals.
【図14】従来の画素補間部で補間した補間後のG
(緑)信号量を示す図FIG. 14 shows G after interpolation performed by a conventional pixel interpolation unit.
(Green) Diagram showing signal volume
【図15】従来の固体撮像装置の入力信号量を数字でモ
デル化した図FIG. 15 is a diagram in which the input signal amount of a conventional solid-state imaging device is modeled by numerals.
【図16】従来の画素補間部で補間した補間後のR
(緑)信号量を示す図FIG. 16 shows an interpolated R interpolated by a conventional pixel interpolating unit.
(Green) Diagram showing signal volume
2 カラーフィルタ 6 画像処理装置 7 画素補間処理部 8 画像処理装置 9 画素補間処理部 2 Color filter 6 Image processing device 7 Pixel interpolation processing unit 8 Image processing device 9 Pixel interpolation processing unit
───────────────────────────────────────────────────── フロントページの続き (72)発明者 嶋津 義久 大阪府門真市大字門真1006番地 松下電器 産業株式会社内 (72)発明者 川上 誠 大阪府門真市大字門真1006番地 松下電器 産業株式会社内 Fターム(参考) 5B050 AA04 BA11 DA04 EA13 EA16 5C065 AA01 AA03 BB10 CC01 CC08 DD01 DD17 EE05 EE06 GG13 GG17 GG22 5C066 AA01 BA20 CA05 DC06 EC01 EC11 EF14 EF15 GA01 KD02 KD06 KE05 KM02 KM05 KP05 5C076 AA21 BB04 BB09 ──────────────────────────────────────────────────の Continued on the front page (72) Inventor Yoshihisa Shimazu 1006 Kazuma Kadoma, Osaka Pref. Matsushita Electric Industrial Co., Ltd. Term (reference) 5B050 AA04 BA11 DA04 EA13 EA16 5C065 AA01 AA03 BB10 CC01 CC08 DD01 DD17 EE05 EE06 GG13 GG17 GG22 5C066 AA01 BA20 CA05 DC06 EC01 EC11 EF14 EF15 GA01 KD02 KD06 KE05 KM02 KM05 K05 KM05 K05 KM05
Claims (6)
配列したカラーフィルタの特定色以外の被対象画素から
出力される画素信号を特定色の画素から出力される画素
信号に基づいて補間するに際し、 前記被対象画素と隣接する縦方向の2画素の信号量の差
と、前記被対象画素と隣接する横方向の2画素の信号量
の差とを比較し、 前記の差の小さい方を連続性がある方向と判断し、前記
の差が同じであれば縦横方向を連続性がある方向と判断
し、 前記の判断した方向の画素の信号量を平均した信号量で
前記被対象画素を補間する画素補間方法。1. A pixel signal output from a target pixel other than a specific color of a color filter having three primary colors and having specific colors arranged in a checkered pattern based on pixel signals output from pixels of a specific color. When interpolating, the difference between the signal amounts of two pixels in the vertical direction adjacent to the target pixel and the difference between the signal amounts of two horizontal pixels adjacent to the target pixel are compared, and the difference is small. Is determined as the direction having continuity, and if the difference is the same, the vertical and horizontal directions are determined as the direction having continuity, and the signal amount is obtained by averaging the signal amounts of the pixels in the determined direction. A pixel interpolation method for interpolating pixels.
配列したカラーフィルタから出力される画素信号をこの
特定色以外の画素から出力される画素信号に基づいて補
間するに際し、 前記特定色以外の画素に隣接する縦方向の2画素の信号
量の差と、前記特定色以外の画素に隣接する横方向の2
画素の信号量の差とを比較し、 前記の差の小さい方を連続性がある方向と判断し、前記
の差が同じであれば縦横方向を連続性がある方向と判断
し、 前記の判断した方向の画素の信号量を平均した信号量で
前記特定色以外の画素を補間した補間画像からこの特定
色の画素の2次元状の輪郭成分を抽出し、 前記の輪郭成分に基づいて前記特定色以外の画素でカラ
ーフィルタから出力される画素信号を補間する画素補間
方法。2. When interpolating a pixel signal output from a color filter having three primary colors and a specific color among them arranged in a checkered pattern based on a pixel signal output from a pixel other than the specific color, The difference between the signal amounts of the two pixels in the vertical direction adjacent to the pixel other than the color is different from the difference between the signal amounts in the horizontal direction adjacent to the pixel other than the specific color.
The difference between the signal amounts of the pixels is compared with each other, and the smaller one of the differences is determined as the direction having continuity, and if the difference is the same, the vertical and horizontal directions are determined as the direction having continuity. The two-dimensional contour component of the pixel of the specific color is extracted from the interpolated image obtained by interpolating the pixel of the specific color with the signal amount obtained by averaging the signal amount of the pixel in the direction determined, and the identification is performed based on the contour component. A pixel interpolation method for interpolating pixel signals output from a color filter with pixels other than color.
うちの特定色を市松状に配列したカラーフィルタのG
(緑)以外の被対象画素から出力される画素信号をG
(緑)の画素から出力される画素信号に基づいて補間す
るに際し、 補間の対象となる画素を中心として縦5画素、横5画素
の合計25画素のエリア内に存在するG画素を用いて、
補間の対象となる画素の左上の4つのG(緑)画素のう
ちで縦方向の2画素の差分と横方向の2画素の差分とを
比較し、差分の小さい方向を連続性があると判断し、前
記の差が同じであれば両方向を連続性がある方向と判断
し、 補間の対象となる画素の右上、左下、右下のそれぞれの
エリアについても同様に連続性を判断し、 前述の判断した方向に基づいて補間の対象となるそれぞ
れの画素の補間方向を縦方向の2画素平均、横方向の2
画素平均、縦横4画素平均のいずれかを選択し、補間の
対象となる画素のG(緑)の補間信号とする画素補間方
法。3. A color filter G having R (red), G (green), and B (blue), wherein specific colors among them are arranged in a checkered pattern.
A pixel signal output from a target pixel other than (green) is G
When performing interpolation based on the pixel signal output from the (green) pixel, G pixels existing in an area of a total of 25 pixels of 5 pixels vertically and 5 pixels horizontally around the pixel to be interpolated are used,
By comparing the difference between two pixels in the vertical direction and the difference between two pixels in the horizontal direction among the four G (green) pixels at the upper left of the pixel to be interpolated, it is determined that the direction having the smaller difference has continuity. If the difference is the same, the two directions are determined to have continuity, and the continuity is similarly determined for the upper right, lower left, and lower right areas of the pixel to be interpolated. Based on the determined direction, the interpolation direction of each pixel to be interpolated is calculated by averaging two pixels in the vertical direction and two pixels in the horizontal direction.
A pixel interpolation method in which one of pixel average and vertical and horizontal four pixel average is selected and used as a G (green) interpolation signal of a pixel to be interpolated.
ィルタを配し、その配列をGの市松状配列とした固体撮
像装置の信号出力をもとに、RGBカラー画像を発生さ
せるシステムにおいて、補間処理等を含む画像処理によ
って得られた2次元状のG信号の輪郭成分を抽出し、こ
の輪郭成分を利用してRあるいはB画像信号の補間を行
う画素補間方法。4. An RGB color image based on a signal output of a solid-state imaging device in which R (red), G (green), and B (blue) color filters are arranged and the arrangement is a G checkered arrangement. A pixel interpolation method for extracting a contour component of a two-dimensional G signal obtained by image processing including interpolation processing or the like, and interpolating an R or B image signal using the contour component.
する画像補間処理部を設けた画像処理装置。5. An image processing apparatus provided with an image interpolation processing section for performing processing according to the pixel interpolation method according to claim 1.
する画像補間処理部を設けた画像処理装置。6. An image processing apparatus provided with an image interpolation processing unit for performing processing according to the pixel interpolation method according to claim 2.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP10338298A JP2000165892A (en) | 1998-11-30 | 1998-11-30 | Pixel interpolation method and image processor |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP10338298A JP2000165892A (en) | 1998-11-30 | 1998-11-30 | Pixel interpolation method and image processor |
Publications (1)
Publication Number | Publication Date |
---|---|
JP2000165892A true JP2000165892A (en) | 2000-06-16 |
Family
ID=18316828
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP10338298A Pending JP2000165892A (en) | 1998-11-30 | 1998-11-30 | Pixel interpolation method and image processor |
Country Status (1)
Country | Link |
---|---|
JP (1) | JP2000165892A (en) |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20040047383A (en) * | 2002-11-29 | 2004-06-05 | 장영조 | Image processing method and Device Using CMOS Image Sensor and Colour Interpolation Algorithms. |
KR20040052150A (en) * | 2002-12-13 | 2004-06-19 | 장영조 | Image Processing Method and Device Using CMOS Image Sensor, Colour Interpolation Algorithms and White Balance Algorithms. |
US7489822B2 (en) | 2004-03-31 | 2009-02-10 | Sharp Kabushiki Kaisha | Image processing apparatus and method for detecting a direction of an edge in the vicinity of a pixel of interest and generating all color signals for each pixel by interpolation using color signals of a pixel of interest and its neighbor pixels, and a recording medium having a program recorded thereon for causing the apparatus to perform the method |
JP2009031911A (en) * | 2007-07-25 | 2009-02-12 | Dainippon Printing Co Ltd | Wrinkle image generation apparatus |
JP2012022287A (en) * | 2010-06-17 | 2012-02-02 | Nikon Corp | Imaging apparatus and focus determination program |
US8958009B2 (en) | 2010-01-12 | 2015-02-17 | Nikon Corporation | Image-capturing device |
US9392159B2 (en) | 2011-09-02 | 2016-07-12 | Nikon Corporation | Focus estimating device, imaging device, and storage medium storing image processing program |
-
1998
- 1998-11-30 JP JP10338298A patent/JP2000165892A/en active Pending
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20040047383A (en) * | 2002-11-29 | 2004-06-05 | 장영조 | Image processing method and Device Using CMOS Image Sensor and Colour Interpolation Algorithms. |
KR20040052150A (en) * | 2002-12-13 | 2004-06-19 | 장영조 | Image Processing Method and Device Using CMOS Image Sensor, Colour Interpolation Algorithms and White Balance Algorithms. |
US7489822B2 (en) | 2004-03-31 | 2009-02-10 | Sharp Kabushiki Kaisha | Image processing apparatus and method for detecting a direction of an edge in the vicinity of a pixel of interest and generating all color signals for each pixel by interpolation using color signals of a pixel of interest and its neighbor pixels, and a recording medium having a program recorded thereon for causing the apparatus to perform the method |
JP2009031911A (en) * | 2007-07-25 | 2009-02-12 | Dainippon Printing Co Ltd | Wrinkle image generation apparatus |
US8958009B2 (en) | 2010-01-12 | 2015-02-17 | Nikon Corporation | Image-capturing device |
JP2012022287A (en) * | 2010-06-17 | 2012-02-02 | Nikon Corp | Imaging apparatus and focus determination program |
US9392159B2 (en) | 2011-09-02 | 2016-07-12 | Nikon Corporation | Focus estimating device, imaging device, and storage medium storing image processing program |
US9648227B2 (en) | 2011-09-02 | 2017-05-09 | Nikon Corporation | Focus estimating device, imaging device, and storage medium storing image processing program |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP4097815B2 (en) | Image processing apparatus and image processing method | |
JP4503823B2 (en) | Image signal processing method | |
JPH1155695A (en) | Method and device for measuring registration error and color aberration | |
JP2013017142A (en) | Image processing apparatus, imaging apparatus, image processing method, and program | |
KR100729559B1 (en) | Color signal interpolation | |
JP2000165892A (en) | Pixel interpolation method and image processor | |
JP2009044676A (en) | Image processor, image processing method, and program | |
JP3663777B2 (en) | Color signal interpolation method | |
JPH06326975A (en) | Method and equipment for movement compressing type processing of video signal | |
JP5673186B2 (en) | Imaging apparatus and interpolation processing method of imaging apparatus | |
JP3662949B2 (en) | Signal interpolation method | |
JPH09200575A (en) | Image data interpolation device | |
JP2001036809A (en) | Solid-state image pickup device and image processing method | |
JP3180741B2 (en) | Motion detection circuit | |
KR20070048904A (en) | Noise insensitive high resolution color interpolation method for considering cross-channel correlation | |
KR20010087949A (en) | Apparatus for eliminating a color noise from CCD image | |
KR20090020918A (en) | Image interpolation method and apparatus | |
JP3343180B2 (en) | Improved comb filter and method | |
JP4077956B2 (en) | Imaging apparatus and imaging method | |
JPH0795595A (en) | Color image pickup device | |
KR100224859B1 (en) | Vertical interpolation method of video signal based on edge and apparatus therefor | |
JP2004032662A (en) | Image signal processor | |
JPH10294948A (en) | Picture processing method and picture processing program recording medium | |
JP2600884B2 (en) | Television receiver | |
JP2698404B2 (en) | Luminance signal processing device |