JP2012145381A - Three-dimensional coordinate measurement device - Google Patents

Abstract

PROBLEM TO BE SOLVED: To accurately convert a sensor coordinate system into a world coordinate system.SOLUTION: The present invention measures a reference plate 50 with a three-dimensional absolute coordinate measurement device 60 calibrated in a world coordinate system and calculates a three-dimensional coordinate, a normal vector and an edge vector of a reference point on the reference plate 50 in the world coordinate system. Also, the invention moves a three-dimensional sensor section 8 of a three-dimensional coordinate measurement robot 10 to a position corresponding to a command value, images the reference plate 50 by projecting slit light, and calculates the three-dimensional coordinate, the normal vector and the edge vector of the reference point on the reference plate 50 in a sensor coordinate system. Then, the invention calculates a conversion parameter to convert the sensor coordinate system into the world coordinate system for each command value using the three-dimensional coordinates, the normal vectors and the edge vectors of the reference point in both the world coordinate system and the sensor coordinate system.

Description

  The present invention relates to a three-dimensional coordinate measuring apparatus, and more particularly to a three-dimensional coordinate measuring apparatus that converts a sensor coordinate system to a world coordinate system.

  Conventionally, as a method of combining the sensor coordinate system and the robot coordinate system, sensor outputs representing positions on the same object on the sensor coordinate system are obtained at at least three positions that are not aligned on a straight line, and the three positions are There has been proposed a coordinate system coupling method for obtaining a relative positional relationship between a robot coordinate system and a sensor coordinate system by software processing based on data represented on the coordinate system and data representing a sensor output (for example, Patent Document 1). reference).

  In addition, an object in which a target object is irradiated with two orthogonal crossing lines orthogonal to each other is imaged by an imaging device, and converted into an actual coordinate system with reference to the correspondence between the line on the image and the actual position A position and orientation detection method has been proposed (see, for example, Patent Document 2).

  Further, the object is irradiated with cross slit light that is not orthogonal, and the positions of the four intersections where the cross slit light intersects the contour of the object are obtained from the image captured by the imaging means, and the position of the object is determined from the positions of the four intersections. And an object position detection method for obtaining a direction has been proposed (see, for example, Patent Document 3).

JP-A-8-132373 JP 59-65203 A JP-A-10-318716

  However, in the method described in Patent Document 1, it is considered that the three-dimensional sensor supported by the robot has a positioning error between the instructed position and the actual position under the influence of deflection due to gravity and the like. However, there is a problem that it is impossible to accurately convert the sensor coordinate system to the world coordinate system due to this positioning error.

  In the methods described in Patent Documents 2 and 3, although the three-dimensional coordinates of the object are measured, there is no description about a conversion method from the sensor coordinate system to the world coordinate system.

  The present invention has been made to solve the above-described problems, and an object of the present invention is to provide a three-dimensional coordinate measuring apparatus that can accurately convert a sensor coordinate system to a world coordinate system.

  In order to achieve the above object, a three-dimensional coordinate measuring apparatus according to the present invention includes an imaging unit that images a measurement target, a moving unit that moves the imaging unit to a position corresponding to a command value, and a measurement by the imaging unit. Calculation means for calculating the three-dimensional coordinates of the feature point of the measurement target extracted from the image obtained by imaging the object in the coordinate system of the imaging means, and a conversion parameter for converting the coordinate system of the imaging means to the world coordinate system The three-dimensional coordinates in the world coordinate system of a predetermined reference point of the reference plate whose position and orientation in the world coordinate system are known, and the reference extracted from the image obtained by imaging the reference plate by the imaging means Based on the three-dimensional coordinates of the point in the coordinate system of the imaging means, the imaging means for the characteristic point of the measurement object using a conversion parameter obtained in advance for each command value It is configured to include a conversion means for converting three-dimensional coordinates in the coordinate system in three-dimensional coordinates in the world coordinate system, the.

  According to the three-dimensional coordinate measuring apparatus of the present invention, the conversion parameters for converting the coordinate system of the imaging apparatus that images the measurement target into the world coordinate system, and the reference plate whose position and orientation in the world coordinate system are known. A command corresponding to the measurement point is a conversion parameter based on the three-dimensional coordinates of the predetermined reference point in the world coordinate system and the three-dimensional coordinates in the coordinate system of the imaging means of the reference point extracted from the image obtained by imaging the reference plate by the imaging means. Obtained in advance for each value.

  When measuring the three-dimensional coordinates of the measurement target, the moving unit moves the imaging unit to a position corresponding to the command value, and the imaging unit images the measurement target. Then, the calculation means calculates the three-dimensional coordinates of the feature points of the measurement target extracted from the image obtained by imaging the measurement target by the imaging means in the coordinate system of the imaging means, and the conversion means calculates the conversion parameter corresponding to the command value. The three-dimensional coordinates in the coordinate system of the imaging means of the feature point to be measured are converted into the three-dimensional coordinates in the world coordinate system.

  As described above, each command value obtained by measuring a reference plate having a known position and orientation in the world coordinate system is utilized by utilizing the high repeatability when moving the imaging unit to a position corresponding to the command value. Using these conversion parameters, the three-dimensional coordinates in the coordinate system of the imaging means are converted into the three-dimensional coordinates in the world coordinate system, so that coordinate conversion can be performed with high accuracy.

  Further, the three-dimensional coordinate measuring apparatus of the present invention can be configured to include a slit light projecting unit that projects at least one slit-shaped light onto the measurement target, and the computing unit is imaged by the imaging unit. Extracting the feature points based on the edges extracted from the captured image and the slits on the image picked up by the image pickup means when the light on the slit is projected by the slit light projection means it can. Thereby, a feature point can be extracted with high accuracy.

  As described above, according to the present invention, a reference plate with a known position and orientation in the world coordinate system is used by utilizing the high repeatability when moving the imaging unit to a position corresponding to the command value. Since the coordinate conversion is performed using the conversion parameter for each command value obtained by measurement, an effect is obtained that the sensor coordinate system can be converted to the world coordinate system with high accuracy.

It is the schematic which shows the structure of the three-dimensional coordinate measuring robot of this Embodiment. It is a block diagram which shows the functional structure of the three-dimensional coordinate measuring robot of this Embodiment. It is the schematic which shows the apparatus structure at the time of calculating a conversion parameter. It is an external view of a reference plate. It is a flowchart which shows the content of the conversion parameter calculation process routine in this Embodiment. It is a figure for demonstrating the measurement by the three-dimensional coordinate measuring robot of this Embodiment. It is a figure for demonstrating a slit feature point. It is a flowchart which shows the content of the measurement process routine in this Embodiment. It is a figure which shows the other example of the reference point of a reference plate, and a slit feature point. It is a figure which shows the other example of the reference point of a reference plate, and a slit feature point. It is an external view which shows the other example of a reference | standard plate. It is an external view which shows the other example of a reference | standard plate.

  Embodiments of the present invention will be described below with reference to the drawings. In this embodiment, a case where the three-dimensional coordinate measuring apparatus of the present invention is applied to a three-dimensional coordinate measuring robot will be described.

  As shown in FIG. 1, the three-dimensional coordinate measuring robot 10 according to the present embodiment includes a three-dimensional sensor unit 18 attached to the tip of the robot arm and a computer 20 that performs three-dimensional coordinate measurement. Has been.

  As shown in FIG. 2, the three-dimensional sensor unit 18 includes an imaging device 12 that images a measurement target and a slit light source 14 that projects slit-like light (hereinafter referred to as “slit light”) onto the measurement target. (See also FIG. 6). The imaging device 12 captures an area including a measurement target, generates an image signal (not shown), and an A / D conversion unit (converts the image signal that is an analog signal generated by the imaging unit into a digital signal). And an image memory (not shown) for temporarily storing the A / D converted image signal.

  The computer 20 is a CPU that controls the entire three-dimensional coordinate measuring robot 10, a ROM as a storage medium that stores various programs such as a measurement processing program to be described later, a RAM that temporarily stores data as a work area, It is configured to include a memory serving as storage means in which various information is stored, input / output signals from an input / output port (I / O port) or PLC, and a bus for interconnecting them. Moreover, you may comprise including HDD as a memory | storage means.

  In addition, as shown in FIG. 2, the computer 20 functionally controls the driving of the robot arm to move the three-dimensional sensor unit 18 to a position corresponding to the command value, A drive control unit 22 that controls the projection process of the slit light by the slit light source 14, an edge extraction unit 24 that extracts the measurement target edge from the image captured by the imaging device 12, and a slit that is the center of the slit reflection image from the image A slit extracting unit 26 for extracting the center position, a slit feature point extracting unit 28 for extracting a feature point of the slit from the edge and the slit center position, and a three-dimensional coordinate calculating unit 30 for calculating a three-dimensional coordinate from the coordinates of the feature point A conversion parameter storage unit 32 that stores conversion parameters for each command value for converting the sensor coordinate system to the world coordinate system; The three-dimensional coordinates of capacitors coordinate system can be represented by structure that includes a coordinate conversion unit 34 for converting the three-dimensional coordinates of the world coordinate system using the transformation parameters.

  Here, the principle of the present embodiment will be described.

  As in the present embodiment, in the configuration in which the three-dimensional sensor unit 18 is attached to the tip of the robot arm and moved to an arbitrary position to measure the three-dimensional coordinates of the measurement target, the positioning is accurately performed by deflection due to gravity or the like. It is difficult to do. Also, it is difficult to mechanically match the sensor coordinate system of the three-dimensional sensor unit 18 with the world coordinate system due to an error in the attachment position to the tip of the robot arm. However, the repeat position accuracy is sufficiently high when the movement of the three-dimensional sensor unit 18 to the same coordinates is commanded. By utilizing this property, by measuring a reference plate whose position and orientation in the world coordinate system are known when the three-dimensional sensor unit 18 is moved to the commanded position, the three-dimensional sensor coordinate system is measured for each command value. A conversion parameter for converting coordinates into three-dimensional coordinates in the world coordinate system is calculated.

  Next, a method for calculating a conversion parameter for each command value stored in the conversion parameter storage unit 32 will be described. As shown in FIG. 3, by using the three-dimensional coordinate measuring robot 10, the reference plate 50, and the three-dimensional absolute coordinate measuring device 60 according to the present embodiment, a conversion parameter calculation process, which will be described later, is executed, so that each command value is The conversion parameter is calculated.

  The reference plate 50 is arranged at a position facing the three-dimensional sensor unit 18 in a state where the three-dimensional sensor unit 18 of the three-dimensional coordinate measuring robot 10 is moved to a position corresponding to the command value. As shown in FIG. 4, the reference plate 50 is a thin rectangular parallelepiped and has a round hole in the surface. The surface accuracy of the rectangular parallelepiped of the reference plate 50, the position accuracy of the round hole, and the overall dimensional accuracy are processed with high accuracy. The size of the reference plate 50 is set to a size that can be imaged by the imaging device 12, and the size of the round hole is set to a size that allows a sufficient projection length of the slit light to be obtained. For example, if the measurement range is 5 cm, the diameter of the round hole can be set to 2 cm, the plate width (short direction) can be set to 3 cm, and the like. The length (longitudinal direction) of the plate can be a length for ensuring measurement accuracy with the three-dimensional absolute coordinate measuring device 60. The reference plate 50 is arranged so that slit light, which will be described later, does not reach the side in the short direction.

  The three-dimensional absolute coordinate measuring device 60 measures the position and orientation of the object in the world coordinate system by bringing the probe attached to the tip of the arm into contact with the object. As compared with the three-dimensional coordinate measuring robot 10 of the present embodiment, a robot that can position the probe portion with high accuracy is used. Note that, here, a case of measuring by a contact method will be described, but a non-contact measurement may be performed using a laser sensor or the like.

  Next, the conversion parameter calculation process will be described with reference to FIG.

  In step 100, the reference block 62 is measured by the three-dimensional absolute coordinate measuring device 60. The reference block 62 is a cubic or rectangular parallelepiped block processed with high accuracy corresponding to the three axes (X axis, Y axis, and Z axis) of the world coordinate system. By measuring the reference block 62, calibration is performed so that the coordinate system of the three-dimensional absolute coordinate measuring device 60 matches the coordinate system of the reference block, that is, the world coordinate system.

  Next, in step 102, the three-dimensional absolute coordinate measuring device 60 performs contact measurement on each side of the reference plate 50 and the circumferential portion of the round hole, and uses the measurement result and the known dimensions of the reference plate 50 to determine the world coordinate system. The three-dimensional coordinates of the center C of the round hole at, the normal vector in the surface direction of the reference plate 50, and the edge vector indicating the edge in the longitudinal direction are calculated.

  Next, in step 104, a command value is input from an input operation unit (not shown) provided in the three-dimensional coordinate measurement robot 10, and the robot arm of the three-dimensional coordinate measurement robot 10 is driven to perform the three-dimensional sensor unit 18. Is moved to a position corresponding to the command value.

  Next, in step 106, a 3D sensor 18 attached to the three-dimensional coordinate measuring robot 10 (assuming that the origin position of the sensor coordinate system has been known has been calibrated. There are also three surfaces facing the known origin. Are assumed to be orthogonal to each other.) Is a three-dimensional coordinate of the center C of the circular hole of the reference plate 50 in the sensor coordinate system, a normal vector in the surface direction of the reference plate 50, and an edge vector indicating an edge in the longitudinal direction. measure. Specifically, as shown in FIG. 6, the triangulation method using the imaging device 12 and slit light is adopted.

  First, slit light is projected onto the reference plate 50 by the slit light source 14, and the reference plate 50 is imaged by the imaging device 12. Next, the slit center coordinates, which are representative positions in the slit width direction in the sensor coordinate system, are extracted from the captured image. As a method for extracting the slit center coordinates, there are a method for obtaining the position of the luminance center of gravity for a pixel having a luminance value equal to or greater than a value in a direction perpendicular to the slit longitudinal direction, and a method for simply obtaining the center position.

  Next, an edge corresponding to the circumferential portion of the round hole and each side is extracted from the captured image. Specifically, the edge is extracted after erasing the slit light from the captured image using an image processing technique. Further, an edge may be extracted from a grayscale image captured in a state where the slit light is turned off in the imaging step. Then, a point where the edge and the slit center line intersect is extracted as a slit feature point 33. As shown in FIG. 7, the slit feature points 33 are extracted from four points (a to d) from the circumference of the round hole and four points (e to h) from the sides in the longitudinal direction. The coordinates of these slit feature points 33 on the image are converted into the three-dimensional coordinates of the sensor coordinate system, and the three-dimensional coordinates of the center C of the round hole, the normal vector in the surface direction of the reference plate 50, and the edge in the longitudinal direction are converted. The edge vector shown is calculated.

  Next, in step 108, the three-dimensional coordinate, normal vector, and edge vector of the center C of the round hole of the reference plate 50 in the world coordinate system measured in step 102, and the sensor coordinate system measured in step 106 above. A conversion parameter for converting the sensor coordinate system to the world coordinate system is calculated based on the three-dimensional coordinates of the center C of the round hole, the normal vector, and the edge vector. Specifically, assuming that rotation around each of the three axes (X, Y, Z) of the world coordinate system is θx, θy, θz, and translation along each axis is Tx, Ty, Tz, Coordinate conversion between the coordinates (x, y, z) in the sensor coordinate system and the coordinates (u, v, w) in the world coordinate system can be expressed by the following equation (1).

  Accordingly, θx, θy, θz, Tx, Ty, Tz are used as conversion parameters, and the three-dimensional coordinates, normal vectors, and edge vectors of the center C of the circular hole of the reference plate 50 in each of the world coordinate system and the sensor coordinate system. It may be calculated based on the above.

  A conversion parameter for each command value is calculated by executing this process for each position of the three-dimensional sensor unit 18 that is actually required when the three-dimensional coordinate measuring robot 10 measures a measurement target, that is, for each command value. . The calculated conversion parameter for each command value is stored in the conversion parameter storage unit 32.

  Next, a measurement processing routine for measuring a measurement target by the three-dimensional coordinate measurement robot 10 will be described with reference to FIG. Here, a case will be described in which a measurement target is a member having a round hole and the three-dimensional coordinates of the center of the round hole are measured. This routine starts when the power supply (not shown) of the three-dimensional coordinate measurement robot 10 is turned on.

  In step 120, it is determined whether or not a command value for moving the three-dimensional sensor unit 18 to a position corresponding to the measurement target has been input. If the command value is input, the process proceeds to step 122. If the command value is not input, the process waits until the command value is input.

  In step 122, the robot arm of the three-dimensional coordinate measuring robot 10 is driven to move the three-dimensional sensor unit 18 to a position corresponding to the command value.

  Next, in step 124, the three-dimensional coordinates of the center C of the round hole to be measured in the sensor coordinate system are measured. Specifically, as described in step 106 of the conversion parameter calculation process, the slit light source 14 projects slit light onto the round hole portion to be measured, and the imaging device 12 captures an image. Next, the slit center line and the edge of the circumference of the round hole are extracted from the captured image. Then, a point where the edge and the slit center line intersect is extracted as a slit feature point 33. As the slit feature points 33, four points (a to d) on the circumference of the round hole as shown in FIG. 7 are extracted. The coordinates on the image of these slit feature points 33 are converted into the three-dimensional coordinates of the sensor coordinate system, and the three-dimensional coordinates of the center C of the round hole are calculated.

  Next, in step 126, the conversion parameter corresponding to the command value input in step 120 is read from the conversion parameter storage unit 32.

  Next, in step 128, the three-dimensional coordinates of the center C of the round hole in the sensor coordinate system measured in step 124 are converted into the three-dimensional coordinates in the world coordinate system using the transformation parameter read out in step 126 and equation (1). Convert to coordinates and output the converted value as a measured value.

  As described above, according to the three-dimensional coordinate measurement robot of the present embodiment, the world coordinate system is utilized by using high repeatability when moving the three-dimensional sensor unit to a position corresponding to the command value. In order to convert the three-dimensional coordinates in the sensor coordinate system into the three-dimensional coordinates in the world coordinate system using the conversion parameters for each command value obtained by measuring the reference plate whose position and orientation are known, the coordinate conversion is performed with high accuracy. It can be carried out.

  In the above embodiment, when calculating the conversion parameter, based on the three-dimensional coordinates of the center of the round hole of the reference plate 50 in each of the world coordinate system and the sensor coordinate system, the normal vector, and the edge vector, The case where the rotation around each of the three axes of the world coordinate system and the translation along each axis are used has been described. However, the three-dimensional absolute coordinate measuring instrument and the three-dimensional A conversion parameter may be calculated by measuring three-dimensional coordinates with a coordinate measuring robot.

  Specifically, the center coordinates of the round hole obtained by measuring the reference plate 50 with the three-dimensional coordinate measuring robot 10 are C (Xc, Yc, Zc), the normal vector N (Xn, Yn, Zn), and the edge vector. Let E (Xe, Ye, Ze). Points Cl and Ce that are separated from the center coordinate C by a distance L in the normal direction and the edge direction are obtained by calculation, and three-dimensional coordinates of three points C, Cl, and Ce are obtained. Similarly, the reference plate 50 is measured by the three-dimensional absolute coordinate measuring device 60, and the center coordinates C, normal vector N, and edge vector E of the round hole are obtained, and 3 of the above three points C, Cl, and Ce are obtained. Get dimensional coordinates. A conversion parameter is calculated from the correspondence of these three three-dimensional coordinates.

  Further, the conversion parameter may be calculated as follows.

  First, as shown in FIG. 9, each side of the reference plate 50 and the circumference of the round hole are contact-measured by the three-dimensional absolute coordinate measuring device 60, and the round hole is measured based on the measurement result and the dimension of the reference plate 50. The three-dimensional coordinates of the center C are obtained, and the point P1 is located on the leg of the perpendicular drawn from the center C of the round hole to the side a (the upper side in the longitudinal direction), and from the center C of the round hole to the side b (the lower side in the longitudinal direction). The three-dimensional coordinates of the point P2 located on the foot of the lowered perpendicular and the point P3 located on the foot of the perpendicular drawn from the center C of the round hole to the side c (side in the short direction) are obtained. These points P1, P2, and P3 become reference points of the reference plate. The three-dimensional coordinates of each point are calculated using the three-dimensional coordinates of the center C of the round hole and the distances CP1, CP2, and CP3 that are known from the dimensions of the reference plate 50.

  Further, the three-dimensional coordinate measuring robot 10 extracts the edge of each side of the reference plate 50 from the captured image and, as shown in FIG. 9, feature points E1, E2, E3, E4 that intersect with the slit center line. Is extracted and the coordinates on the image are converted into three-dimensional coordinates in the sensor coordinate system. Then, the point P1 located on the leg of the perpendicular drawn from the center C of the round hole to the vector E1E2, the point P2 located on the leg of the perpendicular drawn from the center C of the round hole to the vector E3E4, and the center C of the round hole passed E1E2. The three-dimensional coordinates in the sensor coordinate system of the point P3 at a known distance from C on the straight line parallel to is calculated.

  The conversion parameter may be calculated using the three-dimensional coordinates of the reference point in each of the world coordinate system and the sensor coordinate system.

  Further, as shown in FIG. 10, it is also possible to obtain the three-dimensional coordinates of the three reference points using a reference plate 51 in which a round hole is formed in a right triangular plate-like plate. In this case, each side of the reference plate 51 and the circumference of the round hole are contact-measured by the three-dimensional absolute coordinate measuring device 60, and the three-dimensional coordinates of the center C of the round hole are based on the measurement result and the dimensions of the reference plate 51. And the three-dimensional coordinates of the point P1 and the vertex P2 of the right triangle located at the leg of the perpendicular line from the center C of the round hole to the side a are obtained. These points C, P1, and P2 become reference points of the reference plate 51. The three-dimensional coordinates of each point are calculated using the three-dimensional coordinates of the center C of the round hole and the distances CP1 and P1P2 that are known from the dimensions of the reference plate 51.

  Further, the three-dimensional coordinate measuring robot 10 extracts the edge of each side of the reference plate 51 from the captured image, and extracts feature points E1 and E2 that intersect with the slit center line as shown in FIG. The coordinates on the image are converted into three-dimensional coordinates in the sensor coordinate system. Then, the three-dimensional coordinates in the sensor coordinate system of the point P1 located on the foot of the perpendicular line dropped from the center C of the round hole to the vector E1E2 and the point P2 at a known distance from the point P in the vector E1E2 direction are calculated.

  Further, as the reference plate, a reference plate 52 provided with a groove-shaped guide along the edge direction as shown in FIG. 11 may be used. In this case, the contact-type three-dimensional absolute coordinate measuring device 60 measures three points on the surface, defines the surface of the reference plate 52, and calculates a normal vector. Next, an edge vector is calculated by measuring two or more points along the guide. A coordinate axis is constituted by this edge vector, a vector orthogonal to the edge vector on the surface of the reference plate, and a normal vector. Then, at least three points on the circumference of the round hole are measured, and the three-dimensional coordinates of the center of the round hole are calculated. By using such a reference plate 52, the measurement accuracy by the three-dimensional absolute coordinate measuring device 60 can be improved.

  Further, as shown in FIG. 12A, a reference plate 53 having a conical round hole may be used. In this case, when slit light is projected, slit feature points are extracted from each of the front and rear circumferential portions of the round hole, as shown in FIG. By using this, the normal vector can be calculated by connecting the center of the front circumferential portion and the center of the rear circumferential portion, and the calculation accuracy of the normal vector can be improved.

  The conversion parameter calculation process and the measurement process can be defined as a program, stored in a storage medium, and provided.

DESCRIPTION OF SYMBOLS 10 3D coordinate measuring robot 12 Imaging device 14 Slit light source 18 3D sensor part 20 Computer 22 Drive control part 24 Edge extraction part 26 Slit extraction part 28 Slit feature point extraction part 30 3D coordinate calculation part 32 Conversion parameter memory | storage part 33 Slit Feature point 34 Coordinate converter 50, 51, 52, 53 Reference plate 60 Three-dimensional absolute coordinate measuring device 62 Reference block

Claims (2)

Imaging means for imaging a measurement object;
Moving means for moving the imaging means to a position according to a command value;
Arithmetic means for calculating, in the coordinate system of the imaging means, three-dimensional coordinates of the characteristic points of the measuring object extracted from an image obtained by imaging the measurement object by the imaging means;
A conversion parameter for converting the coordinate system of the imaging means into a world coordinate system, the three-dimensional coordinates in the world coordinate system of a predetermined reference point of a reference plate having a known position and orientation in the world coordinate system; , Based on the three-dimensional coordinates in the coordinate system of the imaging means of the reference point extracted from the image obtained by imaging the reference plate with the imaging means, using the conversion parameter obtained in advance for each command value, Conversion means for converting the three-dimensional coordinates in the coordinate system of the imaging means of the characteristic points to be measured into three-dimensional coordinates in the world coordinate system;
A three-dimensional coordinate measuring apparatus. Including slit light projection means for projecting at least one slit-shaped light onto the measurement object;
The computing means is based on an edge extracted from an image taken by the imaging means and a slit on the image taken by the imaging means when light on the slit is projected by the slit light projecting means. The three-dimensional coordinate measuring apparatus according to claim 1, wherein the feature points are extracted.

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