Source: https://patents.google.com/patent/JP6478713B2/en
Timestamp: 2020-02-17 19:48:53
Document Index: 613695621

Matched Legal Cases: ['art 3', 'art 7', 'art 2', 'art 7', 'art 9', 'art. 10']

JP6478713B2 - Measuring device and measuring method - Google Patents
JP6478713B2
JP6478713B2 JP2015042977A JP2015042977A JP6478713B2 JP 6478713 B2 JP6478713 B2 JP 6478713B2 JP 2015042977 A JP2015042977 A JP 2015042977A JP 2015042977 A JP2015042977 A JP 2015042977A JP 6478713 B2 JP6478713 B2 JP 6478713B2
JP2015042977A
JP2016161513A (en
強 北村
2015-03-04 Application filed by キヤノン株式会社 filed Critical キヤノン株式会社
2015-03-04 Priority to JP2015042977A priority Critical patent/JP6478713B2/en
2016-09-05 Publication of JP2016161513A publication Critical patent/JP2016161513A/en
2019-03-06 Publication of JP6478713B2 publication Critical patent/JP6478713B2/en
230000037408 Distribution ratio Effects 0 claims 1
The present invention relates to a measuring apparatus and a measuring method for measuring the shape of a test surface.
One technique for evaluating the shape of the test surface is an optical measuring device. There are various types of optical measuring devices. One method is called a pattern projection method. In this method, a predetermined projection pattern is projected onto a test surface (test object) to perform imaging, distance information at each pixel position is calculated from the principle of triangulation, and the shape of the test surface is measured. The pattern projection method is further classified into a plurality of methods depending on the pattern projection method. A multi-shot method in which a plurality of patterns are projected, such as a phase shift method and a spatial code method, and a single shot method in which the number of pattern projections is one. And exist. In measurement when the surface to be measured moves at high speed, measurement by the multi-shot method is difficult, and measurement by the single-shot method is performed.
In the single shot method, various measures are applied to the pattern light in order to specify which coordinates of the pattern light each pixel indicates in the captured image. Examples include a dot line method with individually identifiable dots on the stripe pattern line, a line width modulation method that changes the line width for line identification, and a random dot method that projects randomly arranged dots. Etc. exist. In these measurement methods, dots and lines are detected based on the spatial distribution information of luminance obtained from the captured image, and the coordinate information is restored. However, the luminance spatial distribution information is data including the influence of the reflectance distribution of the test surface, the illuminance distribution bias of the light source, the background light, and the like. As a result, an error may occur in the detection of dots or lines, or the detection itself may be impossible. As a result, the measured shape information has low accuracy. In particular, when considering a measuring device that can handle a wide range of test surfaces, it is necessary to remove as much as possible the influence of the reflectance distribution on the test surface.
In order to solve the above problem, Patent Document 1 acquires an image (uniform illumination image) when uniform illumination light is irradiated in addition to an image (pattern image) when pattern light is irradiated. By using the data of the uniform illumination image as correction data, it is possible to remove from the pattern image distortion caused by variations in the reflectance distribution on the surface to be examined and the bias in the illuminance distribution of the light source. Since the coordinate information of each line is accurately detected from the corrected pattern image, the shape and position of the test surface are measured with high accuracy. Patent Document 2 relates to a color pattern projection measurement method using a pattern having a plurality of color components. In this case, since the reflectance of light of each wavelength varies depending on the color distribution of the test surface, there arises a problem that it is difficult to restore the coordinate information particularly on the dark test surface. On the other hand, shape information is acquired regardless of the color distribution of the test surface by correcting the pattern image using the image obtained by irradiating the test surface with light from the light source without using a pattern forming device. Is possible.
JP-A-3-289505 Japanese Patent No. 3884321
In Patent Document 1, a pattern image and a uniform illumination image are photographed by light emitted from the same light source, and switching of the presence / absence of a pattern at the time of obtaining both images is performed by a liquid crystal shutter. Therefore, acquisition of both images is not performed simultaneously. Also in Patent Document 2, switching of the presence / absence of a pattern is performed by a transmissive liquid crystal device, and both images are acquired at different timings. From the viewpoint of correction, both images need to have the same shooting conditions as much as possible. Therefore, it is natural to perform measurement at the same wavelength using light of the same light source, and in this case, it is impossible to acquire both images at the same timing.
On the other hand, when considering the use of the shape measuring apparatus, the relative positional relationship between the test surface and the image sensor is not necessarily constant. For example, when considering using a measuring device for machine vision, there may be a situation where the surface to be detected moves on a belt conveyor and the shape information of the moving surface to be measured needs to be acquired in real time. Further, in a situation where it is necessary to grip the test object, the relative position between the gripper moving for gripping and the test object needs to be calculated in real time from the viewpoint of throughput. Hereinafter, such a measurement that needs to grasp the shape information of the surface to be measured in real time is referred to as a movement measurement.
In the prior art described in Patent Documents 1 and 2, the pattern image and the image for correcting the pattern image are acquired at different timings. Therefore, in a moving measurement environment in which measurement is performed while the test object or the imaging unit is moving, both images are taken with different fields of view. Therefore, in the conventional technique, it is difficult to accurately correct the pattern image, or it is necessary to correct the influence of the change in the visual field accompanying the movement on the image.
An object of this invention is to provide the measuring device which measures the shape of a to-be-tested surface accurately.
One aspect of the present invention is a measuring device that measures the shape of a test surface, and a first illumination unit that illuminates the test surface with a first light having a first wavelength having a light intensity distribution of a pattern shape; A second illumination unit that illuminates a region of the test surface that is wider than an illumination region of the first light with a second light having a second wavelength different from the first wavelength, and an imaging unit that images the test surface And a processing unit that acquires information on the shape of the test surface by processing the image of the test surface output from the imaging unit, and the processing unit includes the first illumination unit and the It acquires the second image of the first image and the second wavelength of the first wavelength of the test surface that has been captured by the imaging unit while illuminating the test surface by the second illumination unit, the first The ratio of the two reflectance distributions of the test surface to the light of the wavelength and the light of the second wavelength and the second Correct for the first image by using the image, and acquires the information of the shape of the test surface using a first image that is the correction.
ADVANTAGE OF THE INVENTION According to this invention, the measuring device which measures the shape of a to-be-tested surface accurately can be provided.
The figure which shows the measuring device which concerns on 1st Embodiment. The figure which shows specification of reflectance distribution. The figure which shows the example of the state of a to-be-tested surface. The figure which shows the example of the luminance distribution of a uniform illumination image. The figure which shows the to-be-tested surface angle dependence of a reflectance. The figure which shows the example of the luminance distribution of the uniform illumination image converted into the wavelength. The figure which shows the example of intensity distribution of pattern light. The figure which shows the example of the luminance distribution of a pattern image. The figure which shows the example of the luminance distribution of the correct | amended pattern image. The figure which shows the measuring device which concerns on 2nd Embodiment. The figure which shows the measuring device which concerns on 3rd Embodiment.
The present invention has been made in view of the above problems, and removes the influence of measurement errors due to the reflectance distribution of the test surface whose relative position changes with respect to the measurement device in real time, and accurately measures the shape of the test surface. .
FIG. 1 shows a measuring apparatus for measuring a three-dimensional shape of a test surface according to the first embodiment. The measurement apparatus, like the conventional measurement apparatus, images the first illumination unit 2 that illuminates the test surface (test object) 6 with the first light having the first wavelength having a slit shape and the test surface 6. Part 3. The first illumination unit 2 includes a light source that emits light of a first wavelength, a generation unit 4 that generates first light (pattern light) having a light intensity distribution of a pattern shape from the light emitted from the light source, and a lens. Including projection optical systems. The imaging unit 3 includes a photographing optical system such as a CCD, CMOS, or lens (not shown). The first illumination unit 2 and the imaging unit 3 for the first light are controlled by the control unit 101.
The first illumination unit 2 illuminates the test surface 6 with the first light 5. The pattern shape of the first light 5 varies depending on the measurement method. The pattern shape of the first light 5 is, for example, a dot or a slit (line). When the pattern shape of the first light 5 is a dot, the first light 5 is a dot line pattern in which a plurality of dots whose coordinates can be identified are arranged on the line of the line pattern even if it is a single dot. There may be. Further, when the pattern shape of the first light 5 is a line, even if the first light 5 is slit light composed of one line, line width modulation in which individual line widths are changed for line identification. It may be a pattern. The imaging unit 3 images the test surface 6 illuminated with the first light 5 having the first wavelength. The image (first image) of the first wavelength of the test surface 6 output from the imaging unit 3 is stored in the image storage unit 102. The image acquisition method of the first embodiment and the apparatus configuration necessary for it are the same as those of the conventional measuring apparatus.
On the other hand, the measuring device of 1st Embodiment has the 2nd illumination part 7 which illuminates the area | region wider than the illumination area of 1st light compared with the conventional measuring device structure. The second light 8 emitted from the second illumination unit 7 is light having a second wavelength different from the first wavelength. In the present embodiment, the wavelength of the first light 5 is λ1, and the wavelength of the second light 8 is λ2. In this embodiment, the illumination by the 1st light 5 of the 1st illumination part 2 and the illumination by the 2nd light 8 of the 2nd illumination part 7 are performed simultaneously. However, the illumination timings of the two illuminations do not have to be completely the same, and may be almost the same. Accordingly, the two illuminations can be, for example, two intermittent illuminations having slightly different illumination timings.
The imaging unit 3 images the test surface 6 illuminated with the second light 8 at the same timing as the acquisition of the first image of the first wavelength, and acquires the second image of the second wavelength of the test surface 6. . In the present embodiment, the acquisition of the first image and the acquisition of the second image are performed at the same time, but the acquisition timing of the acquisition of the two images does not have to be completely simultaneous, and may be approximately the same. The imaging unit 3 is provided with a wavelength separation mechanism such as a color filter (wavelength separation filter), and can simultaneously acquire the first image of the first wavelength and the second image of the second wavelength. The first image and the second image thus captured simultaneously are stored in the image storage unit 102.
Hereinafter, an apparatus configuration and a method for correcting the first image using the second image will be described. The first image and the second image stored in the image storage unit 102 are sent to the specifying unit 103. The specifying unit 103 specifies a correction area in which the reflectance distribution is to be corrected using the second image. A correction area specifying method will be described with reference to FIG. First, edge detection is performed on the second image 300, and a boundary line of luminance change in the image information is extracted. Except for the case where the surface reflectance of the test surface 6 continuously changes, the boundary line generates a region having substantially the same reflectance. Here, as a factor of the luminance change, a change in surface reflectance 303 due to the surface properties such as the print 301 and a reflectance due to the surface angle generated when straddling the ridgeline (edge) 302 of the test surface 6 are observed. There is a change 304. Therefore, only the region having a specific reflectance is extracted by the former that affects the measured value.
As one of the extraction methods, a feature of a shape related to a specific manifestation property area such as a print area can be used. Specifically, in the example of FIG. 2, the shape information of the print A is stored in advance in the reflectance information storage unit (storage unit) 200 in the processing unit 100, and the specifying unit 103 stores the second image 300. A region where printing is present is specified by matching with luminance distribution information. In addition, when the area of the print 301 or the like is smaller than the dimension of the test surface 6, the correction area may be determined from the area of the area. In FIG. 2, for the sake of explanation, the area of the print 301 for the base material is shown large. However, in most cases, the area of the print 301 is significantly smaller than the base of the test surface 6 in most cases. . In such a situation, it is possible to determine whether or not the area indicates a specific surface texture area such as a print area only from the dimension information of the area delimited by the boundary. In addition, in the case where the approximate information of the position and orientation of the test surface 6 exists, an area where the surface property can change is specified in advance based on the approximate information of the position and orientation, and reflection in the area is performed. Each area may be classified into a high reflection area and a low reflection area only by the magnitude of the rate.
After specifying the correction area where the reflectance distribution is to be corrected, the first image and the second image are sent to the correction unit 105. The correction unit 105 corrects the reflectance due to the difference in wavelength using the reflectance information stored in advance in the reflectance information storage unit 200. The following correction will be described by taking as an example a case where two types of surface properties having different reflectivities are distributed on the test surface 6 as shown in FIG. As shown in FIG. 3, a region where one surface property exists is a region A, and a region where the other surface property exists is a region B. In contrast, FIG. 4 shows a second image obtained by irradiating the second light of wavelength λ2. Through the above-described process of specifying the reflectance distribution, the specifying unit 103 has already specified the existence area of the area A and the existence area of the area B in the main image.
The reflectance distribution of the reflectance of wavelength λ1 and the reflectance of wavelength λ2 in each surface property stored in the reflectance information storage unit 200 in the luminance distribution of the second image measured with the second light of wavelength λ2 shown in FIG. By multiplying the ratio, the luminance distribution of the second image when measured at the wavelength λ1 is converted. The reflectivity largely depends on the test surface angle, but the reflectivity wavelength ratio has a small test surface angle dependency. FIG. 5 shows the result of measuring the reflectance with light of wavelengths λ1 and λ2 while changing the angle of the test surface using a certain uniform material. Although the reflectance varies greatly depending on the test surface angle at both wavelengths, the reflectance wavelength ratio is less dependent on the test surface angle. Therefore, the above-described conversion can be performed with a certain degree of accuracy even when the test surface angle is unknown.
FIG. 6 shows the result of converting the second image by the conversion unit 104 into an image of the first wavelength. The luminance distribution of the second image after conversion corresponds to an image obtained by illuminating a wide illumination area of the test surface 6 with light of wavelength λ1. The first image by the first light of wavelength λ1 and the second image converted to wavelength λ1 are sent to the correction unit 105. The correcting unit 105 corrects the reflectance distribution in the first image based on the second image converted to the first wavelength.
Consider the intensity distribution of the first light 5 as shown in FIG. An example of the luminance distribution of the first image obtained by projecting the first light 5 is indicated by a solid line in FIG. In FIG. 8, the dotted line represents the intensity distribution of the first light shown in FIG. 7, and it can be seen that the luminance distribution of the first light is distorted due to the influence of the reflectance distribution of the test surface 6. The pattern edge coordinates calculated from the distorted pattern luminance distribution include an error, and an error is also generated in the three-dimensional shape information calculated therefrom. The correction unit 105 performs correction by dividing the luminance distribution of the first image in FIG. 7 by the wavelength-converted second image in FIG. FIG. 9 shows the luminance distribution of the corrected first image. It can be seen that distortion due to the influence of the reflectance distribution is removed.
As described above, in the first embodiment, the first image stored in the image storage unit 102 and the reflectance information of the test surface 6 stored in the reflectance information storage unit 200 are stored in the image storage unit 102. The first image is corrected. In the above, for the sake of simplification, the correction of the first image has been described in consideration of the one-dimensional luminance distribution. However, even when the two-dimensional luminance distribution is assumed, the above correction method and the effect thereof are unchanged.
The three-dimensional information calculation unit 106 calculates a three-dimensional shape using the corrected luminance distribution of the first image. In the three-dimensional shape calculated here, the influence of the reflectance distribution of the test surface 6 is removed, and the information is highly accurate. In the above-described apparatus configuration and calculation process, correction is performed using the second image taken at the same timing as the first image. Therefore, real-time correction is possible even when the specimen moves as described above, or when the relative distance from the part holding the specimen changes, and a highly accurate three-dimensional shape can be calculated. is there.
Next, a second embodiment will be described. In the second embodiment, the apparatus configuration and method relating to the calculation of the three-dimensional shape and the correction of the first image are the same as those used in the first embodiment. However, in the second embodiment, the reflectance information is not input to the reflectance information storage unit 200 in advance. Instead, in the second embodiment, an apparatus configuration for acquiring reflectance information is provided. In addition to the apparatus configuration described in the first embodiment, the measurement apparatus according to the second embodiment shown in FIG. 10 has another illumination unit (first illumination) that illuminates a wide illumination area of the test surface 6 with light of wavelength λ1. 3 illumination section) 9, and the third illumination section 9 irradiates the third light 10 having the same wavelength λ 1 as the first light 5. In addition, as an example of the form of the 3rd illumination part 9, annular illumination etc. are mentioned.
In the second embodiment, the reflectance information of the test surface 6 is obtained by measurement before obtaining the first image. Specifically, the imaging surface 3 is illuminated by the third illumination unit 9 that irradiates the third light 10 with the wavelength λ1 and the second illumination unit 7 that irradiates the second light 8 with the wavelength λ2, and the imaging unit 3 captures the image. I do. The second image of the second wavelength and the third image of the first wavelength are stored in the image storage unit 102. The reflectance wavelength ratio in each region is derived from these images, and the information is stored in the reflectance information storage unit 200. Thereafter, the third illumination unit 9 is turned off. Thereafter, the light source of the first illumination unit 2 is turned on to generate the first light 5, and the first light 5 having the wavelength λ1 and the second light 8 having the wavelength λ2 emitted from the second illumination unit 7 are detected at the same timing. Irradiate surface 6.
The subsequent imaging, image correction, and three-dimensional shape calculation method are the same as those in the first embodiment, except that the reflectance wavelength ratio information is used and the information previously measured and stored in the above-described configuration and process is used. . In the second embodiment, the orientation of the test surface 6 with respect to the imaging surface is different between the timing at which the reflectance wavelength ratio information is acquired and the timing at which actual measurement is performed. In other words, correction is applied based on reflectance data measured at a different surface angle from that at the time of obtaining the first image, which is the basis for calculating the three-dimensional shape. However, as shown in FIG. 5, the reflectance wavelength ratio has a relatively small dependence on the test surface angle, so that the influence of the difference in the test surface angle is negligible in the correction method.
The information of the three-dimensional shape obtained through the above apparatus configuration and process is highly accurate information from which the influence of the reflectance distribution on the test surface 6 is sufficiently removed. In addition, since the first image and the second image for correction are acquired at the same timing, real-time correction is possible, and measurement is also possible when the relative position of the test surface 6 changes at high speed. .
Next, a third embodiment will be described. The third embodiment has an apparatus configuration and a process for acquiring reflectance information of the test surface 6 as in the second embodiment, but differs from the second embodiment with respect to the acquisition method. The measurement apparatus according to the third embodiment shown in FIG. 11 includes a switching mechanism 11 that switches the generation unit 4 in the apparatus configuration described in the first embodiment between a position on the optical path and a position outside the optical path. An example of the switching mechanism 11 is a liquid crystal shutter.
In the third embodiment, under the control of the switching mechanism 11, the third light 12 having the wavelength λ1 is emitted from the light source, and at the same time, the second light 8 having the wavelength λ2 is emitted from the second illumination unit 7. The two-wavelength light is simultaneously irradiated onto a wide illumination area of the test surface 6, and imaging is performed by the imaging unit 3. The second image having the wavelength λ2 and the third image having the wavelength λ1 are stored in the image storage unit 102. The reflectance wavelength ratio in each region is derived from these images, and the information is stored in the reflectance information storage unit 200.
After that, the third light 12 having the wavelength λ1 is emitted from the light source under the control of the switching mechanism 11, and the second light 8 having the wavelength λ2 is emitted from the second illumination unit 7 at the same time. To do. The subsequent imaging, image correction, and three-dimensional shape calculation methods are the same as those in the first and second embodiments, and the information measured and stored in advance by the above-described configuration and process using the reflectance wavelength ratio information. Only the point of use is different. By using a reflectance wavelength ratio that is less dependent on the test surface angle in correction, the influence of the reflectance distribution is removed with sufficient accuracy, and the first image and the second image for correction are acquired at the same timing and real time. It is the same as in the first and second embodiments that correction can be performed.
As mentioned above, although embodiment of this invention has been described, this invention is not limited to these embodiment, A various change is possible within the range of the summary. For example, the measurement of the position and orientation of the test surface 6 is performed by fitting a model of the test surface 6 prepared in advance to the two-dimensional shape obtained from the second image and the three-dimensional shape obtained from the first image. There is a method. The present invention is applied to this measurement method, and a position / orientation measurement method is also possible in which a second image for obtaining a two-dimensional shape is taken and at the same time the first image is corrected based on the image to calculate a three-dimensional shape. In this case, not only the position and orientation are calculated based on highly accurate three-dimensional shape information, but also the second image for correction is acquired by an apparatus configuration necessary for acquiring two-dimensional shape information. It is not accompanied.
2: First light irradiation unit (first illumination unit). 3: An imaging unit. 4: Generation unit. 5: First light (wavelength λ1). 6: Test surface. 7: Second light irradiation unit (second illumination unit). 8: Second light (wavelength λ2). 9: 3rd illumination part. 10: Third light (wavelength λ1). 11: Switching mechanism. 100: Processing unit.
A measuring device for measuring the shape of a test surface,
A first illuminating unit that illuminates the test surface with first light having a first wavelength having a light intensity distribution of a pattern shape;
A second illumination unit that illuminates a region of the test surface that is wider than an illumination region of the first light with second light having a second wavelength different from the first wavelength;
An imaging unit for imaging the test surface;
A processing unit that acquires information on the shape of the test surface by processing an image of the test surface output from the imaging unit;
The processing unit includes a first image of the first wavelength and the second wavelength of the test surface captured by the imaging unit while illuminating the test surface with the first illumination unit and the second illumination unit. And the second image is used to supplement the first image by using the second image and the ratio of the two reflectance distributions of the test surface to the first wavelength light and the second wavelength light. Correcting, and using the corrected first image, information on the shape of the test surface is obtained.
The imaging unit includes a wavelength separation filter, and separates and acquires the first image and the second image by imaging the test surface illuminated by the first illumination unit and the second illumination unit. The measuring apparatus according to claim 1, wherein:
The processing unit identifies a correction area to be corrected in the first image based on the second image, and uses the ratio of the two reflectance distributions to identify the second image as the first wavelength image. It was converted to the measuring apparatus according to claim 1 or 2, characterized in that to correct the correction region of the first image using the converted image.
Measurement apparatus according to any one of claims 1 to 3, characterized in that it comprises a storage unit which stores information of the two reflectance distribution.
The measurement apparatus according to claim 4 , wherein the information of the two reflectance distributions stored in the storage unit is information acquired in advance by an apparatus different from the measurement apparatus.
A third illumination unit that illuminates the illumination area of the second light with the light of the first wavelength;
The processing unit acquires the second image by causing the imaging unit to image the test surface while illuminating the test surface by the second illumination unit, and acquires the second image by the third illumination unit. The third image different from the first image of the test surface is acquired by causing the imaging unit to image the test surface while illuminating the image, and the 2nd image is obtained from the acquired second image and third image. one of the measuring apparatus according to any one of claims 1 to 5, characterized in that the information of the reflectance distribution obtaining in advance, respectively.
The first illumination unit includes a light source that emits light of the first wavelength, a generation unit that generates the first light having the pattern shape from the light emitted from the light source, and the generation unit on an optical path. A switching mechanism for switching between a position and a position outside the optical path,
The processing unit acquires the second image by causing the imaging unit to image the test surface while illuminating the test surface by the second illumination unit, and the generation unit is located outside the optical path. A third image different from the first image of the test surface is acquired by causing the imaging unit to image the test surface while illuminating the test surface with the first illumination unit, and the acquired first second image and measuring apparatus according to any one of claims 1 to 5 from the third image and acquires in advance respectively the two information reflectance distribution.
The measurement apparatus according to claim 3 , wherein the processing unit specifies the correction region by comparing information on a region having a specific reflectance with the second image.
The measurement apparatus according to claim 8 , wherein the information includes information on a shape of a region having the specific reflectance.
The measurement apparatus according to claim 8 , wherein the information includes information on a size of the region having the specific reflectance.
Region having the specific reflectance measuring apparatus according to any one of claims 8 to 1 0, characterized in that it comprises a printing area.
The measurement apparatus according to claim 3 , wherein the processing unit specifies the correction region based on outline information on a position and an attitude of the test surface.
Wherein the processing unit, measuring device according to any one of claims 1 to 1 2, characterized in that to obtain the information of the two-dimensional shape of the test surface based on the second image.
A measuring method for measuring the shape of a test surface,
While illuminating the test surface with the first light of the first wavelength having a pattern-shaped light intensity distribution, the second light of the second wavelength different from the first wavelength is wider than the illumination area by the first light. Illuminating and imaging the test surface to obtain a first image of the first wavelength and a second image of the second wavelength of the test surface;
A correction step of correct for the first image using said two reflectance distribution ratio of the second image of the object surface for the light of the light and the second wavelength of the first wavelength,
Obtaining information on the shape of the test surface using the corrected first image;
The correction step includes a step of specifying a correction region to be corrected in the first image based on the second image, and the second image is converted into the first wavelength by using a ratio of the two reflectance distributions. measurement method according to claims 1 to 4, comprising the steps of converting the image, characterized in that it comprises a step of correcting the correction region of the first image using the converted image to.
The measurement method according to claim 14 , further comprising a step of acquiring information on a two-dimensional shape of the test surface based on the second image.
JP2015042977A 2015-03-04 2015-03-04 Measuring device and measuring method Active JP6478713B2 (en)
JP2015042977A JP6478713B2 (en) 2015-03-04 2015-03-04 Measuring device and measuring method
US15/055,900 US10121246B2 (en) 2015-03-04 2016-02-29 Measurement apparatus that obtains information of a shape of a surface using a corrected image and measurement method
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