JPH0886613A - Apparatus for calibrating stereo camera - Google Patents
Apparatus for calibrating stereo cameraInfo
- Publication number
- JPH0886613A JPH0886613A JP6222855A JP22285594A JPH0886613A JP H0886613 A JPH0886613 A JP H0886613A JP 6222855 A JP6222855 A JP 6222855A JP 22285594 A JP22285594 A JP 22285594A JP H0886613 A JPH0886613 A JP H0886613A
- Authority
- JP
- Japan
- Prior art keywords
- calibration
- camera
- cameras
- flat plate
- circuit
- 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.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/80—Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
- G06T7/85—Stereo camera calibration
Landscapes
- Engineering & Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Length Measuring Devices By Optical Means (AREA)
- Measurement Of Optical Distance (AREA)
Abstract
Description
【0001】[0001]
【産業上の利用分野】本発明は、複数のカメラによるス
テレオ視で求める三次元情報を校正するステレオカメラ
校正装置に関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a stereo camera calibrating device for calibrating three-dimensional information obtained by stereoscopic vision by a plurality of cameras.
【0002】[0002]
【従来の技術】二台のカメラで物体を撮影した場合、互
いの画像のずれによって奥行きを知覚するようになって
いる。この時カメラに写る物体までの距離(物体の位
置)は、図7に示したように、カメラの座標系により次
式のようにして求められる。 xi=x・L/x1-x2, yi=y・L/y1-y2, zi=z
・L/z1-z2 この際、対象となる物体までの距離を正確に測定するた
めには、カメラの空間位置が正確に校正されている必要
がある。2. Description of the Related Art When an object is photographed by two cameras, the depth is perceived by the displacement of the images. At this time, the distance (position of the object) to the object imaged in the camera is obtained by the following formula from the coordinate system of the camera as shown in FIG. xi = x · L / x1-x2, yi = y · L / y1-y2, zi = z
L / z1-z2 At this time, the spatial position of the camera must be accurately calibrated in order to accurately measure the distance to the target object.
【0003】[0003]
【発明が解決しようとする課題】従来、カメラの空間位
置を正確に校正するには以下の問題があった。 二台のカメラの空間位置を正確に計測し、機械的に
カメラ位置を固定することはきわめて煩雑で手間がかか
る。 仮に、二台のカメラの空間位置を正確に固定するこ
とができても、レンズ収差のために対象の物体までの距
離に誤差が生じる場合がある。Conventionally, the following problems have been encountered in accurately calibrating the spatial position of a camera. Accurately measuring the spatial positions of two cameras and mechanically fixing the camera positions is extremely complicated and time-consuming. Even if the spatial positions of the two cameras can be fixed accurately, an error may occur in the distance to the target object due to lens aberration.
【0004】本発明は上記状況に鑑みてなされたもの
で、カメラの空間位置を簡単にしかも正確に校正するこ
とができるステレオカメラ校正装置を提供することを目
的とする。The present invention has been made in view of the above circumstances, and an object of the present invention is to provide a stereo camera calibration device capable of easily and accurately calibrating the spatial position of a camera.
【0005】[0005]
【課題を解決するための手段】上記目的を解決するため
の本発明の構成は、平板の上面に設けられ多数の穴が形
成されて該平板の上面と異なる色の上面を有する穴あき
板と、該穴あき板の多数の穴の任意の位置にランダムに
嵌合され互いに長さが異なり且つ前記平板の上面及び前
記穴あき板の上面と異なる色の頂部を有する複数の棒材
とからなる校正テーブルを備え、該校正テーブルの上面
の略一点に互いの光軸が結ばれる複数台のカメラと、該
カメラの収差を含んだ校正係数に基づいて求められる画
像の三次元情報により該カメラの校正を行う校正処理装
置とからなることを特徴とする。A structure of the present invention for solving the above-mentioned problems is to provide a perforated plate having a plurality of holes formed on the upper surface of a flat plate and having an upper surface of a color different from the upper surface of the flat plate. , A plurality of rod members randomly fitted at arbitrary positions of a large number of holes of the perforated plate and having different lengths from each other and having tops of the flat plate and tops of different colors from the top surface of the perforated plate. A plurality of cameras each having a calibration table, whose optical axes are connected to substantially one point on the upper surface of the calibration table, and the three-dimensional information of the camera obtained by the three-dimensional information of the image obtained based on the calibration coefficient including the aberration of the cameras. It is characterized by comprising a calibration processing device for performing calibration.
【0006】[0006]
【作用】複数台のカメラによって校正テーブルの上面を
撮影する。平板の上面、穴あき板の上面及び棒材の頂部
はそれぞれ色が異なっているので、この時撮影された画
像には濃淡が現れる。校正処理装置では、この濃淡値に
応じてカメラの収差を含んだ校正係数を求め、校正係数
に基づいて画像の三次元情報を求めてカメラの校正を行
う。Function: The upper surface of the calibration table is photographed by a plurality of cameras. The top surface of the flat plate, the top surface of the perforated plate, and the top of the bar have different colors, so that the image captured at this time has shades. In the calibration processing device, the calibration coefficient including the aberration of the camera is obtained according to the gray value, the three-dimensional information of the image is obtained based on the calibration coefficient, and the camera is calibrated.
【0007】[0007]
【実施例】図1には本発明の一実施例に係るステレオカ
メラ校正装置の全体斜視、図2には校正テーブルの平
面、図3には校正テーブルの側面、図4には校正ポール
の外観、図5には校正回路のブロック、図6には三次元
位置測定回路のブロックを示してある。FIG. 1 is a perspective view of a stereo camera calibration apparatus according to an embodiment of the present invention, FIG. 2 is a plane view of a calibration table, FIG. 3 is a side view of the calibration table, and FIG. FIG. 5 shows a block of the calibration circuit, and FIG. 6 shows a block of the three-dimensional position measuring circuit.
【0008】図1乃至図4に基づいて校正テーブルを説
明する。平板1の上面には多数の穴2が形成された穴あ
き板3が設けられ、穴あき板3の多数の穴2の任意の位
置には棒材としての校正ポール4がランダムに嵌合され
ている。平板1の上面は黒色に塗られ、穴あき板3の上
面は灰色に塗られ、校正ポール4の頂部は白色に塗られ
ている。また、校正ポール4は長さがランダムに設定さ
れている。校正テーブルの上部には二台のカメラ(左カ
メラ、右カメラ)5,6が内斜視に配されており、左カ
メラ5、右カメラ6の光軸は校正テーブルのある一点に
おおよそ結ばれるようになっている。左カメラ5、右カ
メラ6によって校正テーブルの上面の画像が撮影され
る。尚、カメラの台数は二台に限定されず三台以上の複
数台用いることも可能である。The calibration table will be described with reference to FIGS. A perforated plate 3 in which a large number of holes 2 are formed is provided on the upper surface of the flat plate 1, and a calibration pole 4 as a bar member is randomly fitted at an arbitrary position of the large number of holes 2 of the perforated plate 3. ing. The top surface of the flat plate 1 is painted black, the top surface of the perforated plate 3 is painted gray, and the top of the calibration pole 4 is painted white. The length of the calibration pole 4 is set randomly. Two cameras (left camera and right camera) 5 and 6 are arranged on the upper part of the calibration table in an oblique view so that the optical axes of the left camera 5 and the right camera 6 are approximately connected to one point on the calibration table. It has become. An image of the upper surface of the calibration table is taken by the left camera 5 and the right camera 6. Note that the number of cameras is not limited to two, and three or more cameras can be used.
【0009】図5に基づいて校正回路を説明する。左カ
メラ5、右カメラ6によって撮影された画像は、対応付
け回路7に入力され、対応付け回路7では画像の濃淡度
に基づいて対応付けが行われる。対応付け回路7の情報
は校正係数処理回路8に入力され、校正係数処理回路8
では校正係数が求められる。図6に基づいて三次元位置
測定回路を説明する。校正回路と同様に左カメラ5、右
カメラ6によって撮影された画像は、対応付け回路7に
入力され、対応付け回路7では画像の濃淡度に基づいて
対応付けが行われる。対応付け回路7の情報は三次元位
置処理回路9に入力され、三次元位置処理回路9には校
正係数処理回路8で求められた校正係数が入力される。
三次元位置処理回路9では、対応付け回路7の情報と校
正係数に基づいて撮影点の三次元位置が求められる。図
5、図6で示した校正回路及び三次元位置測定回路によ
って校正処理装置が構成されている。The calibration circuit will be described with reference to FIG. The images photographed by the left camera 5 and the right camera 6 are input to the associating circuit 7, and the associating circuit 7 performs the associating based on the gray level of the images. The information of the associating circuit 7 is input to the calibration coefficient processing circuit 8, and the calibration coefficient processing circuit 8
Then, the calibration coefficient is obtained. The three-dimensional position measuring circuit will be described with reference to FIG. Similar to the calibration circuit, the images taken by the left camera 5 and the right camera 6 are input to the associating circuit 7, and the associating circuit 7 performs the associating based on the gray level of the image. Information of the associating circuit 7 is input to the three-dimensional position processing circuit 9, and the calibration coefficient obtained by the calibration coefficient processing circuit 8 is input to the three-dimensional position processing circuit 9.
The three-dimensional position processing circuit 9 obtains the three-dimensional position of the photographing point based on the information of the associating circuit 7 and the calibration coefficient. A calibration processing device is configured by the calibration circuit and the three-dimensional position measurement circuit shown in FIGS.
【0010】上述したステレオカメラ校正装置による校
正の手順を具体的に説明する。先ず図1に示したよう
に、校正テーブル上に校正ポール4をランダムな位置に
立て、左カメラ5及び右カメラ6を内斜視に配して校正
テーブルの画像を撮影する。平板1の上面は黒色に塗ら
れ、穴あき板3の上面は灰色に塗られ、更に校正ポール
4の頂部は白色に塗られているため、校正テーブルの画
像は色分けされた状態になっている。The procedure of calibration by the above-mentioned stereo camera calibration device will be specifically described. First, as shown in FIG. 1, the calibration pole 4 is set at a random position on the calibration table, and the left camera 5 and the right camera 6 are arranged in an inward perspective to capture an image of the calibration table. Since the upper surface of the flat plate 1 is painted black, the upper surface of the perforated plate 3 is painted gray, and the top of the calibration pole 4 is painted white, the images on the calibration table are color-coded. .
【0011】図5に示したように、左カメラ5及び右カ
メラ6の画像は対応付け回路7に入力される。この画像
は三色に色分けされた状態になっているので、画像の濃
淡度を用いて対応付け回路7で対応付けが行われる。対
応付けは、次式(1) の相互相関式により相関値Corrの最
小値を求める(対応付ける:対応付け回路7)。As shown in FIG. 5, the images of the left camera 5 and the right camera 6 are input to the association circuit 7. Since this image is color-coded into three colors, the associating circuit 7 performs the associating by using the density of the image. For the association, the minimum value of the correlation value Corr is obtained by the cross-correlation equation of the following equation (1) (association: association circuit 7).
【数1】 [Equation 1]
【0012】校正ポール4の頂部(xw,yw,zw)
において、対応付けられた左右の画像の座標を(x1,
y1)、(xr,yr)とする。対応付けられた左右の
画像の座標である対応点を複数個求める。この対応点を
用いて、最小二乗法により次式(2) の校正係数a0 〜a
20を求める(校正係数処理回路8)。The top of the calibration pole 4 (xw, yw, zw)
In, the coordinates of the associated left and right images are (x1,
y1) and (xr, yr). A plurality of corresponding points, which are the coordinates of the associated left and right images, are obtained. Using these corresponding points, the calibration coefficients a0 to a of the following equation (2) are calculated by the method of least squares.
20 is calculated (calibration coefficient processing circuit 8).
【数2】 [Equation 2]
【0013】図6に示したように、左カメラ5及び右カ
メラ6の画像は対応付け回路7に入力される。前述同様
に、相互相関式により対応付けられた左右の画像の座標
である対応点(x1,y1)、(xr,yr)を求める
(対応付け回路7)。前述の校正係数処理回路8により
求められた校正係数a0 〜a20を用いて以下に示した演
算式により(xw,yw,zw)を計算し、校正ポール
4の頂部の三次元位置を求める(三次元位置処理回路
9)。尚、以下に示した演算式は、xwを求めて方程式
を解き、校正係数a0 〜a6 を求める例を示してある
が、yw,zwを求めて同様に方程式を解き、校正係数
a7 〜a13及び校正係数a14〜a20を求めることができ
る。As shown in FIG. 6, the images of the left camera 5 and the right camera 6 are input to the association circuit 7. Similarly to the above, the corresponding points (x1, y1) and (xr, yr), which are the coordinates of the left and right images associated by the cross-correlation formula, are obtained (associating circuit 7). (Xw, yw, zw) is calculated by the following equation using the calibration coefficients a0 to a20 obtained by the calibration coefficient processing circuit 8 to obtain the three-dimensional position of the top of the calibration pole 4 (third order Original position processing circuit 9). Although the following arithmetic expression shows an example in which xw is obtained and the equation is solved to obtain the calibration coefficients a0 to a6, yw and zw are obtained and the equation is similarly solved to obtain the calibration coefficients a7 to a13 and The calibration coefficients a14 to a20 can be obtained.
【数3】 (Equation 3)
【0014】このようにして、校正ポール4の頂部の三
次元位置を求め、校正テーブルと画像によって校正を行
い、左カメラ5及び右カメラ6の位置を正確に計測する
ことをなくす。また、校正テーブルと画像によって校正
を行っているので、左カメラ5及び右カメラ6のレンズ
の収差が取り除かれている。In this way, the three-dimensional position of the top of the calibration pole 4 is obtained, the calibration is performed by the calibration table and the image, and the positions of the left camera 5 and the right camera 6 are not accurately measured. Further, since the calibration is performed using the calibration table and the image, the aberrations of the lenses of the left camera 5 and the right camera 6 are removed.
【0015】[0015]
【発明の効果】本発明のステレオカメラ校正装置による
と、校正テーブルと画像によってカメラの空間位置の校
正を行うことができるため、カメラの位置を正確に計測
する必要がない。よって、正確且つ容易に三次元情報を
校正することができる。また、カメラのレンズ収差を取
り除くことができるので、画像の四隅でも正確に三次元
情報を得ることができる。According to the stereo camera calibration apparatus of the present invention, the spatial position of the camera can be calibrated by the calibration table and the image, so that it is not necessary to accurately measure the position of the camera. Therefore, the three-dimensional information can be calibrated accurately and easily. Further, since the lens aberration of the camera can be removed, the three-dimensional information can be accurately obtained even at the four corners of the image.
【図1】本発明の一実施例に係るステレオカメラ校正装
置の全体斜視図。FIG. 1 is an overall perspective view of a stereo camera calibration device according to an embodiment of the present invention.
【図2】校正テーブルの平面図。FIG. 2 is a plan view of a calibration table.
【図3】校正テーブルの側面図。FIG. 3 is a side view of a calibration table.
【図4】校正ポールの外観図。FIG. 4 is an external view of a calibration pole.
【図5】校正回路のブロック図。FIG. 5 is a block diagram of a calibration circuit.
【図6】三次元位置測定回路のブロック図。FIG. 6 is a block diagram of a three-dimensional position measuring circuit.
【図7】ステレオ視の概念図。FIG. 7 is a conceptual diagram of stereo vision.
1 平板 2 穴 3 穴あき板 4 校正ポール 5 左カメラ 6 右カメラ 7 対応付け回路 8 校正係数処理回路 9 三次元位置処理回路 1 Flat plate 2 Hole 3 Perforated plate 4 Calibration pole 5 Left camera 6 Right camera 7 Corresponding circuit 8 Calibration coefficient processing circuit 9 Three-dimensional position processing circuit
Claims (1)
れて該平板の上面と異なる色の上面を有する穴あき板
と、該穴あき板の多数の穴の任意の位置にランダムに嵌
合され互いに長さが異なり且つ前記平板の上面及び前記
穴あき板の上面と異なる色の頂部を有する複数の棒材と
からなる校正テーブルを備え、該校正テーブルの上面の
略一点に互いの光軸が結ばれる複数台のカメラと、該カ
メラの収差を含んだ校正係数に基づいて求められる画像
の三次元情報により該カメラの校正を行う校正処理装置
とからなることを特徴とするステレオカメラ校正装置。1. A perforated plate having a large number of holes formed in the upper surface of a flat plate and having an upper surface of a color different from the upper surface of the flat plate, and randomly fitted at arbitrary positions of the large number of holes of the perforated plate. A calibration table composed of a plurality of rods having different lengths and different tops of the flat plate and the top face of the perforated plate, and a plurality of rods having different color tops, and the light beams of the mutual lights are provided at substantially one point on the top face of the calibration table. Stereo camera calibration, comprising: a plurality of cameras whose axes are connected to each other; and a calibration processing device that calibrates the cameras based on three-dimensional information of an image obtained based on a calibration coefficient including aberrations of the cameras. apparatus.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP22285594A JP3237414B2 (en) | 1994-09-19 | 1994-09-19 | Stereo camera calibration device |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP22285594A JP3237414B2 (en) | 1994-09-19 | 1994-09-19 | Stereo camera calibration device |
Publications (2)
Publication Number | Publication Date |
---|---|
JPH0886613A true JPH0886613A (en) | 1996-04-02 |
JP3237414B2 JP3237414B2 (en) | 2001-12-10 |
Family
ID=16788960
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP22285594A Expired - Lifetime JP3237414B2 (en) | 1994-09-19 | 1994-09-19 | Stereo camera calibration device |
Country Status (1)
Country | Link |
---|---|
JP (1) | JP3237414B2 (en) |
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JP2006153768A (en) * | 2004-11-30 | 2006-06-15 | Honda Motor Co Ltd | Position detection system and its correction method |
JP2008298462A (en) * | 2007-05-29 | 2008-12-11 | Pioneer Electronic Corp | Apparatus and method for inspecting printed mask |
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US7590263B2 (en) | 2004-11-30 | 2009-09-15 | Honda Motor Co., Ltd. | Vehicle vicinity monitoring apparatus |
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-
1994
- 1994-09-19 JP JP22285594A patent/JP3237414B2/en not_active Expired - Lifetime
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EP1378790A3 (en) * | 2002-07-03 | 2004-02-25 | Topcon Corporation | Method and device for correcting lens aberrations in a stereo camera system with zoom |
EP1378790A2 (en) * | 2002-07-03 | 2004-01-07 | Topcon Corporation | Method and device for correcting lens aberrations in a stereo camera system with zoom |
JP2004333368A (en) * | 2003-05-09 | 2004-11-25 | Photron Ltd | Calibration tool for acquiring three dimensional constants for moving body photographing system |
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US7599521B2 (en) | 2004-11-30 | 2009-10-06 | Honda Motor Co., Ltd. | Vehicle vicinity monitoring apparatus |
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JP2010139329A (en) * | 2008-12-10 | 2010-06-24 | Fanuc Ltd | Calibrating device for calibration and measurement system comprising calibration device |
US8350913B2 (en) | 2008-12-10 | 2013-01-08 | Fanuc Ltd | Calibrating device for calibration and image measurement system comprising calibrating device |
DE102009057816B4 (en) | 2008-12-10 | 2022-08-18 | Fanuc Corporation | Calibration device for calibration and image measuring system with a calibration device |
JP2012522231A (en) * | 2009-03-31 | 2012-09-20 | アルカテル−ルーセント | Method for determining the relative position of a first image device and a second image device and these devices |
JP2013533982A (en) * | 2010-06-16 | 2013-08-29 | シネツール シーオー.,エルティーディ | Optical axis alignment device for video shooting |
DE102012212516A1 (en) * | 2012-07-17 | 2014-01-23 | Deutsches Zentrum für Luft- und Raumfahrt e.V. | Calibration of an optical sensor for remote sensing |
DE102012212516B4 (en) * | 2012-07-17 | 2014-02-13 | Deutsches Zentrum für Luft- und Raumfahrt e.V. | Calibration of an optical sensor for remote sensing |
WO2014162344A1 (en) * | 2013-04-01 | 2014-10-09 | 株式会社ブリリアントサービス | Calibration patterns, calibration method, and calibration program |
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