JPH05101221A - Image distortion corrector - Google Patents
Image distortion correctorInfo
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- JPH05101221A JPH05101221A JP3258164A JP25816491A JPH05101221A JP H05101221 A JPH05101221 A JP H05101221A JP 3258164 A JP3258164 A JP 3258164A JP 25816491 A JP25816491 A JP 25816491A JP H05101221 A JPH05101221 A JP H05101221A
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- 238000004364 calculation method Methods 0.000 claims abstract description 55
- 238000006243 chemical reaction Methods 0.000 claims abstract description 11
- 238000013500 data storage Methods 0.000 claims description 28
- 238000003384 imaging method Methods 0.000 description 6
- 238000010586 diagram Methods 0.000 description 4
- 230000009466 transformation Effects 0.000 description 2
- 238000011156 evaluation Methods 0.000 description 1
- 230000001131 transforming effect Effects 0.000 description 1
- 239000013598 vector Substances 0.000 description 1
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Abstract
Description
【0001】[0001]
【産業上の利用分野】本発明は、車両番号読取装置な
ど、撮像した画像から画像処理により文字を認識するも
のに用いて好適な画像歪補正装置に係り、特に斜め前方
より撮像されることにより生ずる画像遠近歪みを補正す
るための画像歪補正装置に関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an image distortion correction device suitable for use in a device for recognizing a character from a picked-up image by image processing, such as a vehicle number reading device, and more particularly, by taking an image from an oblique front side. The present invention relates to an image distortion correction device for correcting generated image perspective distortion.
【0002】[0002]
【従来の技術】一般に、車両番号読取装置など、撮像し
た画像から画像処理により文字を認識するものにおいて
は、斜め前方より撮像されることにより生ずる画像遠近
歪みを補正することが、正しい画像認識(文字認識)の
ために要求されている。2. Description of the Related Art Generally, in a vehicle number reading device or the like for recognizing a character from an imaged image by image processing, it is necessary to correct an image perspective distortion caused by being imaged obliquely from the front. Character recognition).
【0003】さて従来は、歪補正される画像の座標
(x,y)に対応するデータ値は、次式 X=ax2 +bxy+cy2 +dx+ey+g Y=a′x2 +b′xy+c′y2 +d′x+e′y+g に従って計算される座標(X,Y)に対応する原画像の
データを用いて補間していた。Conventionally, the data value corresponding to the coordinates (x, y) of the image whose distortion is corrected is expressed by the following equation: X = ax 2 + Bxy + cy 2 + Dx + ey + g Y = a'x 2 + B'xy + c'y 2 The interpolation is performed using the data of the original image corresponding to the coordinates (X, Y) calculated according to + d'x + e'y + g.
【0004】[0004]
【発明が解決しようとする課題】上述した従来の歪補正
では、撮像する対象が平面的である場合には、上記の変
換式は近似式であり、遠近歪の完全な補正はできなかっ
た。また、パラメータa〜g,a′〜g′をチューニン
グする際に誤差評価が複雑であるという欠点があった。In the above-described conventional distortion correction, when the object to be imaged is planar, the above conversion formula is an approximate formula and complete correction of perspective distortion cannot be performed. Further, there is a drawback that the error evaluation is complicated when tuning the parameters a to g and a'to g '.
【0005】本発明は上記の点に鑑みてなされたもので
その目的は、撮像対象が存在する平面に直交格子を導入
し、各格子点を撮像面に射影し、そこでの原画像の輝度
値を格子点の輝度値とすることにより、各格子点での画
像が得られ、格子が直交していることにより遠近歪が補
正できる画像歪補正装置を提供することにある。The present invention has been made in view of the above points, and an object thereof is to introduce an orthogonal grid into a plane where an object to be imaged is present, project each grid point onto an image pickup surface, and the luminance value of an original image there. It is an object of the present invention to provide an image distortion correction device that can obtain an image at each grid point by setting the brightness value of the grid point, and can correct perspective distortion due to orthogonal grids.
【0006】[0006]
【課題を解決するための手段】本発明の画像歪補正装置
は、2次元平面の格子点を表わす2つの独立なパラメー
タ(m,n)により格子点の3次元座標(X,Y,Z)
を算出する3次元座標演算手段と、この3次元座標
(X,Y,Z)を直交変換して別の3次元座標系での座
標(x,y,z)を算出する3次元座標変換手段と、こ
の3次元座標(x,y,z)を2次元平面に射影し、2
次元平面上の座標を離散化して、画素の位置を表示する
整数部(IX,IY)と残りの小数部(fx ,fy )を
算出する2次元離散座標計算手段と、原画像データを格
納するための第1の画像データ記憶手段と、上記算出さ
れた整数部(IX,IY)に各々オフセットを与えるこ
とにより、第1の画像データ記憶手段のアドレス(IX
A,IYA)を算出する第1のアドレス計算手段と、こ
の算出されたアドレス(IXA,IYA)で指定される
第1の画像データ記憶手段の画像データ値、アドレス
(IXA,IYA+1),(IXA+1,IYA),
(IXA+1,IYA+1)でそれぞれ指定される第1
の画像データ記憶手段の各画像データ値に対し、2次元
離散座標計算手段で算出された小数部(fx ,fy )に
より決定される重み付け係数を用いて歪補正された画像
データ値(補間値)を求める2次元補間計算手段と、こ
こで求められた補間値を格納するための第2の画像デー
タ記憶手段と、上記パラメータ(m,n)に各々オフセ
ットを与えることにより、2次元補間計算手段により求
められた補間値を第2の画像データ記憶手段に格納する
ためのアドレス(mA,nA)を算出する第2のアドレ
ス計算手段とを設け、この第2の画像データ記憶手段の
アドレス(mA,nA)に上記補間値を格納するように
したたことを特徴とする。The apparatus for correcting image distortion of the present invention uses three independent parameters (m, n) representing a grid point on a two-dimensional plane to form three-dimensional coordinates (X, Y, Z) of the grid point.
And three-dimensional coordinate conversion means for orthogonally transforming the three-dimensional coordinates (X, Y, Z) to calculate coordinates (x, y, z) in another three-dimensional coordinate system. And project these three-dimensional coordinates (x, y, z) onto a two-dimensional plane,
And discretizing the coordinates on dimension plane, the integer unit for displaying the position of a pixel (IX, IY) and the rest of the fraction (f x, f y) and two-dimensional discrete coordinate calculating means for calculating, and the original image data The first image data storage means for storing and the calculated integer part (IX, IY) are respectively offset to give an address (IX of the first image data storage means.
A, IYA) for calculating the first address calculation means, and the image data value of the first image data storage means designated by the calculated address (IXA, IYA), addresses (IXA, IYA + 1), (IXA + 1) , IYA),
First designated by (IXA + 1, IYA + 1)
For each image data value in the image data storage means, the image data value (interpolation corrected by using the weighting coefficient determined by the decimal part (f x , f y ) calculated by the two-dimensional discrete coordinate calculation means (interpolation). 2D interpolation calculation means for obtaining a value), second image data storage means for storing the interpolation value obtained here, and two-dimensional interpolation by giving an offset to each of the parameters (m, n). A second address calculation means for calculating an address (mA, nA) for storing the interpolation value obtained by the calculation means in the second image data storage means is provided, and the address of the second image data storage means is provided. It is characterized in that the interpolation value is stored in (mA, nA).
【0007】[0007]
【作用】上記の構成では、3次元空間内の2次元平面が
直交格子で記述され、各格子点の3次元空間座標(X,
Y,Z)が求められる。この空間座標(X,Y,Z)
は、撮像系固定座標(x,y,z)に直交変換される。
撮像は3次元空間を2次元平面に射影することに対応す
るので、射影変換を施し、画素の座標を整数化(IX,
IY)する。整数化の際の余り(fx ,fy )は2次元
補間の重み係数として用いられる。In the above configuration, the two-dimensional plane in the three-dimensional space is described by the orthogonal grid, and the three-dimensional space coordinates (X,
Y, Z) is required. This spatial coordinate (X, Y, Z)
Are orthogonally transformed into fixed coordinates (x, y, z) of the imaging system.
Since imaging corresponds to projecting a three-dimensional space onto a two-dimensional plane, projective transformation is performed to convert the pixel coordinates into integers (IX,
IY) Remainder when the integer (f x, f y) is used as the weighting coefficient for two-dimensional interpolation.
【0008】また上記の構成では、画素の座標を原画像
が格納されている画像データ記憶装置#1(第1の画像
データ記憶手段)のアドレスに対応させるためにオフセ
ットが与えられる。これにより原画像データがアクセス
される。この原画像データは重み係数により2次元補間
され、その補間されたデータ(補間値)を格納する画像
データ記憶装置#2(第2の画像データ記憶手段)のア
ドレスが、直交格子座標にオフセットを加えることによ
り算出される。Further, in the above arrangement, an offset is given so that the coordinates of the pixel correspond to the address of the image data storage device # 1 (first image data storage means) in which the original image is stored. As a result, the original image data is accessed. This original image data is two-dimensionally interpolated by a weighting coefficient, and the address of the image data storage device # 2 (second image data storage means) for storing the interpolated data (interpolation value) has an offset in the orthogonal grid coordinates. It is calculated by adding.
【0009】[0009]
【実施例】以下、本発明の一実施例を、車両番号読取装
置などに適用され、特に斜め前方より撮像されることに
より生ずる画像遠近歪みを補正するための画像歪補正装
置に実施した場合について図面を参照して説明する。図
1は本発明の一実施例に係る画像歪補正装置の全体構成
を示すブロック図、図2は同実施例で適用される複数の
座標系相互の関係を示す図である。DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, one embodiment of the present invention will be applied to a vehicle number reading device and the like, and in particular, will be applied to an image distortion correcting device for correcting image perspective distortion caused by being imaged obliquely from the front. A description will be given with reference to the drawings. FIG. 1 is a block diagram showing the overall configuration of an image distortion correction device according to an embodiment of the present invention, and FIG. 2 is a diagram showing the relationship between a plurality of coordinate systems applied in the same embodiment.
【0010】図1において、1は3次元座標演算部であ
る。この3次元座標演算部1には、図2に示す3次元空
間内の2次元平面Z=pX+qY+r上の各格子点の座
標(m,n)が順次入力される。3次元座標演算部1
は、この格子点座標(m,n)に対し次式In FIG. 1, reference numeral 1 is a three-dimensional coordinate calculation unit. The coordinates (m, n) of each lattice point on the two-dimensional plane Z = pX + qY + r in the three-dimensional space shown in FIG. 2 are sequentially input to the three-dimensional coordinate calculation unit 1. Three-dimensional coordinate calculation unit 1
Is the following formula for this grid point coordinate (m, n)
【0011】[0011]
【数1】 [Equation 1]
【0012】でもって、その点(m,n)の3次元座標
(X,Y,Z)を算出する。上記(1)式におけるベク
トル(ΔX′,ΔY′),(ΔX″,ΔY″)は、2次
元平面Z=pX+qY+r上で直交格子になるように決
定し、例えばp=q=0の場合は(ΔX,0),(0,
ΔY)と選べばよい。Therefore, the three-dimensional coordinates (X, Y, Z) of the point (m, n) are calculated. The vectors (ΔX ′, ΔY ′) and (ΔX ″, ΔY ″) in the above equation (1) are determined so as to form an orthogonal grid on the two-dimensional plane Z = pX + qY + r. For example, when p = q = 0, (ΔX, 0), (0,
You can choose ΔY).
【0013】3次元座標演算部1によって上記(1)式
に従って算出された3次元座標(X,Y,Z)は3次元
座標変換部2に渡される。3次元座標変換部2は、3次
元座標(X,Y,Z)から撮像系に固定した座標(x,
y,z)への変換を行うもので、具体的には次式The three-dimensional coordinates (X, Y, Z) calculated by the three-dimensional coordinate calculation unit 1 according to the above equation (1) are passed to the three-dimensional coordinate conversion unit 2. The three-dimensional coordinate conversion unit 2 converts the three-dimensional coordinates (X, Y, Z) to the coordinates (x,
y, z), specifically, the following equation
【0014】[0014]
【数2】 を用いて、3次元座標(X,Y,Z)を撮像系固定座標
(x,y,z)に直交変換する。ここで、上記(2)式
におけるfijは直交変換の成分である。[Equation 2] Is used to orthogonally transform the three-dimensional coordinates (X, Y, Z) into the imaging system fixed coordinates (x, y, z). Here, f ij in the above equation (2) is a component of orthogonal transformation.
【0015】3次元座標変換部2の座標変換結果(x,
y,z)は2次元離散座標計算部3に渡される。2次元
離散座標計算部3は、撮像系固定座標(x,y,z)を
撮像平面に射影して、画素座標を算出するものであり、
具体的には次式 IX=gx ・(f11X+f12Y+f13Z)/(f31X+f32Y+f33Z) IY=gY ・(f21X+f22Y+f23Z)/(f31X+f32Y+f33Z) …(3) を用いて、画素座標の整数部(IX,IY)を求める。
ここで、上記(3)式におけるgx ,gy は視野角を画
素数に変換するスケール・ファクターである。また2次
元離散座標計算部3は、上記(3)式に従って画素座標
を求めて整数化する際に、その小数部(fx ,fy )も
算出する。The coordinate conversion result of the three-dimensional coordinate conversion unit 2 (x,
y, z) is passed to the two-dimensional discrete coordinate calculation unit 3. The two-dimensional discrete coordinate calculation unit 3 is for calculating pixel coordinates by projecting the fixed coordinates (x, y, z) of the imaging system onto the imaging plane.
Specifically, the following equation IX = g x · (f 11 X + f 12 Y + f 13 Z) / (f 31 X + f 32 Y + f 33 Z) IY = g Y · (f 21 X + f 22 Y + f 23 Z) / (f 31 X + f 32 Y + f 33 Z) (3) is used to find the integer part (IX, IY) of the pixel coordinates.
Here, g x and g y in the above equation (3) are scale factors for converting the viewing angle into the number of pixels. The two-dimensional discrete coordinate calculation unit 3 also calculates the fractional part (f x , f y ) when obtaining the pixel coordinates according to the above equation (3) and converting them into integers.
【0016】2次元離散座標計算部3によって算出され
た画素の撮像平面上の座標(IX,IY)は第1のアド
レス計算部(#1)4に渡される。アドレス計算部4
は、歪補正の対象となる原画像が格納される第1の画像
データ記憶装置(#1)5のアドレス(IXA,IY
A)を、2次元離散座標計算部3から渡された画素の座
標(IX,IY)をもとに算出するもので、具体的には
(IX,IY)にオフセット(ISX,ISY)を与
え、次式 IXA=IX+ISX IYA=IY+ISY …(4) に従うオフセット計算により求める。ここで、画像デー
タ記憶装置5には上記したように原画像(原画像デー
タ)が格納されており、そのアドレス(IXA,IY
A)には、O(IXA,IYA)の輝度データがある。The coordinates (IX, IY) on the image pickup plane of the pixel calculated by the two-dimensional discrete coordinate calculation unit 3 are passed to the first address calculation unit (# 1) 4. Address calculator 4
Is the address (IXA, IY) of the first image data storage device (# 1) 5 in which the original image to be the distortion correction target is stored.
A) is calculated based on the pixel coordinates (IX, IY) passed from the two-dimensional discrete coordinate calculation unit 3. Specifically, offset (ISX, ISY) is given to (IX, IY). , IXA = IX + ISX IYA = IY + ISY (4) Here, the original image (original image data) is stored in the image data storage device 5 as described above, and its address (IXA, IY
A) has luminance data of O (IXA, IYA).
【0017】一方、2次元離散座標計算部3によって算
出された画素の撮像平面上の座標の小数部(fx ,
fy )は2次元補間計算部6に渡される。この2次元補
間計算部6は、アドレス計算部4によって算出されたア
ドレス(IXA,IYA)で指定される画像データ記憶
装置5の画像データO(IXA,IYA)と2次元離散
座標計算部3から渡された(fx ,fy )をもとに、次
のようにして原画像データの補間値(補正値)Nを算出
するものである。On the other hand, the fractional part (f x , of the coordinates of the pixel on the imaging plane calculated by the two-dimensional discrete coordinate calculation unit 3)
f y ) is passed to the two-dimensional interpolation calculation unit 6. The two-dimensional interpolation calculation unit 6 receives from the image data O (IXA, IYA) of the image data storage device 5 specified by the address (IXA, IYA) calculated by the address calculation unit 4 and the two-dimensional discrete coordinate calculation unit 3. passed (f x, f y) based on, and calculates the in the following interpolated values of the original image data (correction value) N.
【0018】即ち2次元補間計算部6は、アドレス計算
部4により算出されたアドレス(IXA,IYA)で指
定される画像データ記憶装置5の画像データO(IX
A,IYA)、及びその近傍の画像データ(輝度デー
タ)、例えばアドレス(IXA,IYA+1),(IX
A+1,IYA),(IXA+1,IYA+1)でそれ
ぞれ指定される画像データ記憶装置5の画像データO
(IXA,IYA+1),O(IXA+1,IYA),
O(IXA+1,IYA+1)に対して、2次元離散座
標計算部3から渡された(fx ,fy )により決定され
る重み付け係数(1−fx )・(1−fy ),(1−f
x )・fy ,fx ・(1−fy ),fx ・fyを用い、
次式 N=(1−fx )・(1−fy )・O(IXA,IYA) +(1−fx )・fy ・O(IXA,IYA+1) +fx ・(1−fy )・O(IXA+1,IYA) +fx ・fy ・O(IXA+1,IYA+1) …(5) に従い、補間値Nを算出する。That is, the two-dimensional interpolation calculation unit 6 is arranged so that the image data O (IX) of the image data storage device 5 designated by the address (IXA, IYA) calculated by the address calculation unit 4 is specified.
A, IYA) and image data (luminance data) in the vicinity thereof, for example, addresses (IXA, IYA + 1), (IX
A + 1, IYA), image data O of the image data storage device 5 designated by (IXA + 1, IYA + 1), respectively.
(IXA, IYA + 1), O (IXA + 1, IYA),
O (IXA + 1, IYA + 1) with respect to, passed from the two-dimensional discrete coordinate calculation section 3 (f x, f y) weighting factor (1-f x) determined by · (1-f y), (1 -F
x) · f y, f x · (1-f y), the f x · f y used,
Equation N = (1-f x) · (1-f y) · O (IXA, IYA) + (1-f x) · f y · O (IXA, IYA + 1) + f x · (1-f y) · according O (IXA + 1, IYA) + f x · f y · O (IXA + 1, IYA + 1) ... (5), calculates the interpolated values N.
【0019】2次元補間計算部6によって算出された補
間値Nは、画像データ記憶装置(#2)8のアドレス
(mA,nA)に格納されるようになっている。この補
間値Nの格納先アドレス(mA,nA)は、前記格子点
座標(m,n)をもとにアドレス計算部(#2)7によ
って次のように算出される。The interpolation value N calculated by the two-dimensional interpolation calculator 6 is stored in the address (mA, nA) of the image data storage device (# 2) 8. The storage destination address (mA, nA) of the interpolation value N is calculated by the address calculation unit (# 2) 7 as follows based on the grid point coordinates (m, n).
【0020】即ちアドレス計算部7には、前記格子点座
標(m,n)が入力されるようになっており、アドレス
計算部7は、この格子点座標(m,n)にオフセット
(ISm,ISn)を与え、次式 mA=m+ISm nA=n+ISn …(6) に従うオフセット計算により求める。このアドレス計算
部7によって求められたアドレス(mA,nA)で指定
される画像データ記憶装置8に、2次元補間計算部6に
よって求められた補間値(歪補正された画像データの輝
度値)Nが格納される。That is, the grid point coordinates (m, n) are input to the address calculation unit 7, and the address calculation unit 7 offsets (ISm, n) to the grid point coordinates (m, n). ISn) is given and the offset is calculated according to the following equation: mA = m + ISm nA = n + ISn (6). In the image data storage device 8 designated by the address (mA, nA) obtained by the address calculation unit 7, the interpolation value (luminance value of the distortion-corrected image data) N obtained by the two-dimensional interpolation calculation unit 6 Is stored.
【0021】以上の操作が、図2に示す3次元空間内の
2次元平面Z=pX+qY+r上の各格子点(m,n)
について行われることで、画像データ記憶装置8内に歪
みのない画像を得ることができる。The above operation is performed at each lattice point (m, n) on the two-dimensional plane Z = pX + qY + r in the three-dimensional space shown in FIG.
With respect to the above, it is possible to obtain an image without distortion in the image data storage device 8.
【0022】[0022]
【発明の効果】以上詳述したように本発明によれば、一
般に平面的なものを斜め方向より撮像すると遠近歪が生
じ、手前のものが大きく、遠くのものが小さく写るのに
対し、撮像系と目標との相対位置関係がわかっている場
合に、目標平面上に直交格子系を導入し、目標平面上の
各格子点に対して、射影幾何的に対応する撮像画像の画
素の輝度値をその格子点の輝度とする構成としたので、
直交格子点上に画像が再生されたことになり、格子系が
直交していることから、歪のない画像を得ることができ
る。As described above in detail, according to the present invention, when a flat object is imaged in an oblique direction, perspective distortion occurs, and a large object in the front and a small object in the distant object are imaged. When the relative positional relationship between the system and the target is known, an orthogonal grid system is introduced on the target plane, and the brightness values of the pixels of the captured image that projectively correspond to each grid point on the target plane. Is the brightness of the grid point,
Since the image is reproduced on the orthogonal grid points and the grid system is orthogonal, an image without distortion can be obtained.
【図1】本発明の一実施例に係る画像歪補正装置の全体
構成を示すブロック図。FIG. 1 is a block diagram showing the overall configuration of an image distortion correction device according to an embodiment of the present invention.
【図2】同実施例で適用される複数の座標系相互の関係
を示す図である。FIG. 2 is a diagram showing a mutual relationship between a plurality of coordinate systems applied in the embodiment.
1…3次元座標演算部、2…3次元座標変換部、3…2
次元離散座標計算部、4…アドレス計算部(第1のアド
レス計算手段)、5…画像データ記憶装置(第1の画像
データ記憶手段)、6…2次元補間計算部、7…アドレ
ス計算部(第2のアドレス計算手段)、8…画像データ
記憶装置(第2の画像データ記憶手段)。1 ... 3D coordinate calculation unit, 2 ... 3D coordinate conversion unit, 3 ... 2
Dimensional discrete coordinate calculation unit, 4 ... Address calculation unit (first address calculation unit), 5 ... Image data storage device (first image data storage unit), 6 ... Two-dimensional interpolation calculation unit, 7 ... Address calculation unit ( Second address calculation means), 8 ... Image data storage device (second image data storage means).
Claims (1)
の直交格子点の3次元座標を2つの独立なパラメータで
算出する3次元座標演算手段と、 この3次元座標演算手段の算出結果を別の3次元空間の
座標に変換する3次元座標変換手段と、 この3次元座標変換手段の変換結果を2次元平面に射影
し、2次元平面上の座標を離散化し、2つの整数と残り
の小数を算出する2次元離散座標計算手段と、 原画像データを格納するための第1の画像データ記憶手
段と、 上記2次元離散座標計算手段によって算出された2つの
整数に各々オフセットを与えて、上記第1の画像データ
記憶手段内のアドレスを算出する第1のアドレス計算手
段と、 この第1のアドレス計算手段によって算出されたアドレ
スで指定される上記第1の画像データ記憶手段の画像デ
ータ値と上記2次元離散座標計算手段によって算出され
た小数をもとに歪補正された画像データ値を求める2次
元補間計算手段と、 この2次元補間計算手段で求められた画像データ値を格
納するための第2の画像データ記憶手段と、 上記3次元座標演算手段で用いられた上記2つの独立な
パラメータに各々オフセットを与えることにより、上記
2次元補間計算手段で求められた歪補正された画像デー
タ値が格納される第2の画像データ記憶手段のアドレス
を算出する第2のアドレス計算手段とを具備することを
特徴とする画像歪補正装置。1. A three-dimensional coordinate calculation means for calculating three-dimensional coordinates of an orthogonal grid point in a two-dimensional space embedded in a three-dimensional space with two independent parameters, and a calculation result of the three-dimensional coordinate calculation means. Three-dimensional coordinate conversion means for converting the coordinates into another three-dimensional space, and the conversion result of the three-dimensional coordinate conversion means is projected onto a two-dimensional plane to discretize the coordinates on the two-dimensional plane, and two integers and the remaining Two-dimensional discrete coordinate calculation means for calculating a decimal point, first image data storage means for storing original image data, and offsets are given to the two integers calculated by the two-dimensional discrete coordinate calculation means. A first address calculation means for calculating an address in the first image data storage means, and a first image data storage means specified by the address calculated by the first address calculation means. A two-dimensional interpolation calculation means for obtaining a distortion-corrected image data value based on an image data value and a decimal number calculated by the two-dimensional discrete coordinate calculation means, and an image data value obtained by the two-dimensional interpolation calculation means Distortion correction calculated by the two-dimensional interpolation calculation means is performed by giving an offset to each of the two independent parameters used by the second image data storage means for storing and the three-dimensional coordinate calculation means. An image distortion correction device, comprising: second address calculation means for calculating an address of the second image data storage means for storing the image data value.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP3258164A JPH05101221A (en) | 1991-10-04 | 1991-10-04 | Image distortion corrector |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP3258164A JPH05101221A (en) | 1991-10-04 | 1991-10-04 | Image distortion corrector |
Publications (1)
Publication Number | Publication Date |
---|---|
JPH05101221A true JPH05101221A (en) | 1993-04-23 |
Family
ID=17316423
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP3258164A Pending JPH05101221A (en) | 1991-10-04 | 1991-10-04 | Image distortion corrector |
Country Status (1)
Country | Link |
---|---|
JP (1) | JPH05101221A (en) |
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JP2000092480A (en) * | 1998-09-16 | 2000-03-31 | Atlus Co Ltd | Image print supply device |
US6449004B1 (en) | 1996-04-23 | 2002-09-10 | Minolta Co., Ltd. | Electronic camera with oblique view correction |
JP2005122323A (en) * | 2003-10-14 | 2005-05-12 | Casio Comput Co Ltd | Photographing apparatus, image processor, and image processing method and program for photographing device |
JP2005122327A (en) * | 2003-10-14 | 2005-05-12 | Casio Comput Co Ltd | Photographing apparatus, and its image processing method and program |
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JP2005202865A (en) * | 2004-01-19 | 2005-07-28 | Ryoei Engineering Kk | Developing method of tooth face oblique image |
US7268803B1 (en) | 1999-08-26 | 2007-09-11 | Ricoh Company, Ltd. | Image processing method and apparatus, digital camera, image processing system and computer readable medium |
US7619663B2 (en) | 2004-03-19 | 2009-11-17 | Casio Computer Co., Ltd. | Image processing apparatus for correcting distortion of image and image shooting apparatus for correcting distortion of shot image |
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-
1991
- 1991-10-04 JP JP3258164A patent/JPH05101221A/en active Pending
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6449004B1 (en) | 1996-04-23 | 2002-09-10 | Minolta Co., Ltd. | Electronic camera with oblique view correction |
JP2000092480A (en) * | 1998-09-16 | 2000-03-31 | Atlus Co Ltd | Image print supply device |
US7268803B1 (en) | 1999-08-26 | 2007-09-11 | Ricoh Company, Ltd. | Image processing method and apparatus, digital camera, image processing system and computer readable medium |
JP2005122327A (en) * | 2003-10-14 | 2005-05-12 | Casio Comput Co Ltd | Photographing apparatus, and its image processing method and program |
JP2005122320A (en) * | 2003-10-14 | 2005-05-12 | Casio Comput Co Ltd | Photographing apparatus, and its image processing method and program |
JP2005122323A (en) * | 2003-10-14 | 2005-05-12 | Casio Comput Co Ltd | Photographing apparatus, image processor, and image processing method and program for photographing device |
US7486310B2 (en) | 2003-10-14 | 2009-02-03 | Casio Computer Co., Ltd. | Imaging apparatus and image processing method therefor |
US7607783B2 (en) | 2003-10-14 | 2009-10-27 | Casio Computer Co., Ltd. | Imaging apparatus, image processing apparatus, image processing method of imaging apparatus and computer program |
JP2005202865A (en) * | 2004-01-19 | 2005-07-28 | Ryoei Engineering Kk | Developing method of tooth face oblique image |
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US7619663B2 (en) | 2004-03-19 | 2009-11-17 | Casio Computer Co., Ltd. | Image processing apparatus for correcting distortion of image and image shooting apparatus for correcting distortion of shot image |
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US9153014B2 (en) | 2010-11-09 | 2015-10-06 | Avisonic Technology Corporation | Image correction method and related image correction system thereof |
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