WO2014186547A1 - Method of measuring narrow recessed features using machine vision - Google Patents
Method of measuring narrow recessed features using machine vision Download PDFInfo
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- WO2014186547A1 WO2014186547A1 PCT/US2014/038146 US2014038146W WO2014186547A1 WO 2014186547 A1 WO2014186547 A1 WO 2014186547A1 US 2014038146 W US2014038146 W US 2014038146W WO 2014186547 A1 WO2014186547 A1 WO 2014186547A1
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- Prior art keywords
- gap
- imager
- feature
- axis
- plane
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Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
- G01B11/00—Measuring arrangements characterised by the use of optical techniques
- G01B11/02—Measuring arrangements characterised by the use of optical techniques for measuring length, width or thickness
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
- G01B11/00—Measuring arrangements characterised by the use of optical techniques
- G01B11/14—Measuring arrangements characterised by the use of optical techniques for measuring distance or clearance between spaced objects or spaced apertures
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/50—Depth or shape recovery
- G06T7/521—Depth or shape recovery from laser ranging, e.g. using interferometry; from the projection of structured light
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30108—Industrial image inspection
- G06T2207/30164—Workpiece; Machine component
Definitions
- This application relates to systems and methods for measuring recessed features of a workpiece and, in particular, to systems and methods for measuring narrow gaps between adjacent components.
- Some embodiments employ a method for measuring a first dimension along a first minor axis of a feature adjacent to a first edge of a first surface of a workpiece, wherein the first surface has a first plane, wherein the feature includes a length along a major axis that is transverse to the first minor axis, wherein the feature has a second dimension along a second minor axis that is transverse to the major axis and the first minor axis, wherein the second dimension extends from the first surface to a recessed surface of the feature, wherein the recessed surface of the feature has a recessed plane, wherein an imager having a field of view of an inspection area is employed, wherein the workpiece is positioned in an inspection position such that the first minor axis of the feature is located within the field of view of the imager, wherein directional light is propagated onto the feature such that a major portion of the directional light entering the field of view of the imager propagates into the field of view between the recessed plane and the first
- Some additional or cumulative embodiments employ a method for measuring a width along a first minor axis of a gap between a first edge of a first upper surface and a second edge of a second upper surface of a workpiece, wherein the first upper surface has a first upper elevation, wherein the second upper surface has a second upper elevation, wherein the gap includes a length along a major axis that is transverse to the first minor axis, wherein the gap has a depth along a second minor axis that is transverse to the major axis and the first minor axis, wherein the depth extends from at least one of the upper surfaces to a bottom of the gap, wherein the bottom of the gap has a bottom elevation, wherein an imager having a field of view of an inspection area is employed, wherein the workpiece is positioned in an inspection position such that the first minor axis of the gap is located within the field of view of the imager, wherein directional light is propagated into the gap such that a major portion of the directional
- the directional light is focused into the gap.
- the width of the gap and the depth of the gap are shorter than the length of the gap.
- the width of the gap is shorter than the depth of the gap.
- the field of view has a width dimension that is coplanar with the first minor axis of the gap, and the width dimension of the field of view is shorter than five times the width of the gap.
- the imager includes an array of pixels along rows and columns, the pixels convey gray scale or intensity information of the image, and analyzing differences includes grouping the gray scale or intensity information by rows of pixels parallel to facilitate determination of spacing between the first and second edges.
- the imager includes an array of pixels along rows and columns employed to capture the image, the pixels convey gray scale or intensity information of the image, and analyzing differences includes averaging the gray scale or intensity information captured by pixels along rows or columns to facilitate determination of spacing between the first and second edges.
- an imager having an array of pixels along rows and columns is employed to capture the image, and relative movement between the workpiece and the imager along the major axis is implemented to facilitate determination of spacing between the first and second edges.
- the field of view has a central imager axis extending from the imager, the directional light has a central lighting axis extending from a light source, and the lighting axis intersects the imager axis.
- the directional light has a central lighting axis extending from a light source, and the lighting axis has a vector component that is parallel to the major axis.
- the lighting axis is a first lighting axis
- propagating the directional light includes propagating directional light along a second lighting axis
- the first and second lighting axes enter the gap from different directions
- the first edge defines a first plane that is generally perpendicular to the first surface
- the second edge defines a second plane that is generally perpendicular to the second surface
- the first lighting axis is positioned within a third plane between the first and second planes
- the second lighting axis is positioned within a fourth plane between the first and second planes
- the first and second lighting axes are oriented at nonperpendicular angles with respect to the first or second surfaces.
- the first lighting axis is positioned within a fifth plane that is transverse to the third plane
- the second lighting axis is positioned within a sixth plane that is transverse to the fourth plane
- the fifth and sixth planes intersect each other below the bottom of the gap.
- the first lighting axis is positioned within a fifth plane that is transverse to the third plane
- the second lighting axis is positioned within a sixth plane that is transverse to the fourth plane
- the fifth and sixth planes intersect each other above the bottom of the gap.
- the first and second surfaces have different elevations with respect to the bottom of the gap.
- the width is between zero and 500 ⁇ .
- the depth is between 500 ⁇ and 2 mm.
- the light source comprises an LED, an optical fiber, or a laser.
- the workpiece includes a plurality of gaps, including first and second gaps that are transversely aligned, wherein capturing the image employs a camera, wherein the camera and the light source form an inspection module, and wherein the first and second gaps are inspected by separate inspection modules.
- the workpiece includes a plurality of gaps, including first and second gaps that are transversely aligned, wherein capturing the image employs a camera having an array of pixels along rows and columns, wherein the array of pixels is divided into a plurality of imaging fields including first and second imaging fields, wherein the first imaging field captures a first image of the first gap, and wherein the second imaging field captures a second image of the second gap.
- the first surface has a first elevation with respect to the bottom of the gap, wherein the second surface has a second elevation with respect to the bottom of the gap that is different from the first elevation, wherein the different first and second elevations define a protrusion
- capturing the image employs a camera having an array of pixels along rows and columns, wherein the array of pixels is divided into a plurality of imaging fields including first and second imaging fields, wherein the first imaging field captures the image of the gap, wherein the second imaging field captures a second image of the protrusion, and wherein data from the second image is used to determine a height difference between the first and second elevations.
- Some additional or cumulative embodiments employ a system for measuring a width along a first minor axis of a gap between a first edge of a first upper surface and a second edge of a second upper surface of a workpiece, wherein the first upper surface has a first upper elevation, wherein the second upper surface has a second upper elevation, wherein the gap includes a length along a major axis that is transverse to the first minor axis, wherein the gap has a depth along a second minor axis that is transverse to the major axis and the first minor axis, wherein the depth extends from at least one of the first or second upper surfaces to a bottom of the gap, wherein the bottom of the gap has a bottom elevation, wherein the width and depth are shorter than the length, wherein an imager has a field of view of an inspection area for capturing an image of light reflected from the bottom of the gap, wherein a lighting system is operable for emitting directional light to illuminate to the bottom of the gap, wherein the
- Some additional or cumulative embodiments employ a method for measuring a first dimension along a first minor axis of a first feature adjacent to a first edge of a first surface of a workpiece and for measuring and for measuring a third dimension along a third minor axis of a second feature adjacent to a second edge of a second surface of the workpiece, wherein the first surface has a first plane, wherein the first feature includes a first length along a first major axis that is transverse to the first minor axis, wherein the first feature has a second dimension along a second minor axis that is transverse to the first major axis and the first minor axis, wherein the second dimension extends from the first surface to a first recessed surface of the first feature, wherein the first recessed surface of the first feature has a first recessed plane, wherein the second surface has a second plane, wherein the second feature includes a second length along a second major axis that is transverse to the third minor axis, wherein the second feature has
- FIG. 1 is a cross-sectional view illustrating a gap between two components of a workpiece, such as a mechanical assembly.
- FIG. 2A is a top plan view of an exemplary embodiment of an inspection system for inspecting the gap shown in FIG. 1.
- FIG. 2B is a side view of the inspection system of FIG. 1 along a plane that is transverse to a major axis of the gap.
- FIG. 2C is a cross-sectional view of the inspection system along a plane that is parallel to an edge of the gap.
- FIG. 2D is a top plan view of an alternative exemplary embodiment of a radiation pattern from a single light source of the inspection system.
- FIG. 2E is a top plan view of an alternative exemplary embodiment of a radiation pattern from a different direction than that of the single light source in FIG. 2E.
- FIG. 2F is a top plan view of an alternative exemplary embodiment of a radiation pattern from both the light sources shown in FIGS. 2D and 2E.
- FIG. 3A is a top plan view of an embodiment of the inspection system wherein multiple gap locations are aligned with multiple respective fields of view of modules to permit the multiple gap positions to be inspected simultaneously.
- FIG. 3B is a top view showing misalignment of two components of the workpiece such that the widths of the gaps at the gap positions are different.
- FIGS. 4A-4D are prior art images of gaps between components of a workpiece illuminated by area lighting whose radiation pattern impinges substantially the entire upper surfaces of the components forming the gaps.
- FIG. 5A is an image of a gap between components of a workpiece illuminated by directional lighting whose radiation pattern impinges substantially only the gap within the field of view of the imager.
- FIG. 5B is an image of two abutting components of the workpiece illuminated by directional lighting whose radiation pattern impinges the workpiece substantially outside the field of view of the imager.
- FIG. 6 illustrates an image of a gap between components of a workpiece similar to those schematically illustrated in FIGS. 2A-2F.
- FIG. 7 is a top plan view of an exemplary embodiment of an inspection system adapted to inspect multiple features, such as gaps and protrusions, of a workpiece from different directions.
- FIG. 8 is an illustration of an imaging field of an imager operable for capturing images of the gap and the protrusion in different imaging regions.
- FIGS. 9 A and 9B are respective top and side views of an alternative exemplary embodiment of an inspection system adapted to inspect multiple features, such as gaps and protrusions, of a workpiece from different directions.
- FIG. 10 is a top view of another alternative embodiment of an inspection system adapted to inspect multiple features, such as a top feature and a side feature, of a workpiece from different directions.
- FIG. 11 is a top view of another alternative embodiment of an inspection system adapted to inspect multiple features at multiple separate locations on a workpiece.
- FIG. 1 is a cross-sectional side elevation view illustrating a feature, such as a gap 20, between two components 22 and 24 of a workpiece 26, such as a mechanical assembly.
- the workpiece 26 may be an electronic device such as a mobile phone, tablet, or laptop computer.
- the component 22 comprises a glass plate and the component 24 comprises a housing.
- the components 22 and 24 may be fixed together by means of an adhesive layer 28, such as tape or glue, but they may be fixed or otherwise secured to each other by any suitable or beneficial means.
- the gap 20 includes width "w" along a first minor axis 30 that is transverse to a side wall 32 the component 22 that defines an edge 34 of the component 22.
- the first minor axis 30 is also transverse to a side wall 36 the component 24 that defines an edge 38 of the component 24.
- the first minor axis 30 is perpendicular to the side walls 32 and 36, and the width of the gap 20 is the shortest distance between the side walls 32 and 36 within an inspection area of an inspection module 42 (FIG. 2B) of an inspection system 44 (FIG. 2A).
- the gap 20 includes a length (not shown) along a major axis 46 that is transverse to the first minor axis 30.
- the major axis 46 is perpendicular to the first minor axis 30.
- the length of the gap 20 is a major distance along a side of the component 22 or a major distance along a side of the component 24.
- the gap 20 includes a depth "d" along a second minor axis 48 that is transverse to the major axis 46 and transverse to the first minor axis 30, such that the depth extends from at least one of an upper surface 52 of component 22 or an upper surface 54 of component 24 to a bottom 56 of the gap 20.
- the upper surface 52 and the upper surface 54 have different elevations with respect to the bottom 56 of the gap 20.
- the second minor axis 48 is perpendicular to the major axis 46 and perpendicular to the first minor axis 30.
- the length, width, and depth define a gap volume.
- the width and depth are shorter than the length.
- the width is shorter than the depth.
- the gap 20 may have a width that is between zero and 500 ⁇ . In some embodiments, the width is shorter than 200 ⁇ and greater than 0 ⁇ . In some embodiments, the width is shorter than 180 ⁇ and greater than 0 ⁇ . In some embodiments, the width is shorter than 150 ⁇ and greater than 0 ⁇ . In other embodiments, the width is shorter than 125 ⁇ and greater than 0 ⁇ . In yet other embodiments, the width is shorter than 100 ⁇ and greater than 0 ⁇ . In still other embodiments, the width is shorter than 90 ⁇ and greater than 0 ⁇ . In still other embodiments, the width is shorter than 45 ⁇ and greater than 0 ⁇ . In some other embodiments, the width could be greater than 500 ⁇ .
- the gap 20 may have a depth that is between 200 and 2000 ⁇ . In some embodiments, the depth is greater than 500 ⁇ . In some embodiments, the depth is greater than 750 ⁇ . In some embodiments, the depth is greater than 1000 ⁇ . In other embodiments, the depth is greater than 1250 ⁇ . In yet other embodiments, the depth is greater than 1500 ⁇ . In still other embodiments, the depth is greater than 1750 ⁇ . In still other embodiments, the depth could be greater than 2000 ⁇ . In some embodiments, the depth can be shorter than 200 ⁇ .
- FIG. 2A is a top plan view of an exemplary embodiment of an inspection system 44 for inspecting the gap 20 shown in FIG. 1.
- FIG. 2B is a side view of the inspection system 44 along section lines 2B— 2B of FIG. 2A and along a plane 60 (into the page along section lines 2B— 2B) that is transverse to the major axis 46 of the gap 20.
- FIG. 2C is a cross-sectional view of the inspection system 44 along section lines 2C— 2C of FIG.
- the plane 62a is coplanar with a central imager axis 62 of an imager 70.
- the central imager axis 62 also defines a plane 62b that includes the central axis 62 and is transverse to the plane 62a.
- some embodiments of the inspection system 44 include one or more modules 42 that include one or more imagers 70 and one or more light sources 76 that are operable to provide directional light.
- the inspection system 44 is housed within and an enclosure (not shown) to control or eliminate ambient light from reaching the upper surfaces 52 and 54.
- each inspection module 42 includes a single imager 70 to capture a field of view 80 and a pair of light sources 76a and 76b to illuminate the gap 20 within the field of view 80 from opposing sides of the gap 20 transverse or perpendicular to the edges 34 and 38 of the gap 20. Propagating directional light from two or more different directions into the field of view 80 to overlap on the bottom 56 of the gap 20 removes microshading along the bottom 56 and helps make the bottom 56 of the gap 20 uniformly bright.
- fold mirrors 122 can be employed to divert the field of view 80 of an imager 70 to capture the image of more than one gap 20 on the imaging field 130 (FIG. 8) of the imager 70.
- the fold mirrors 122 can be employed to divert directional light from a single light source to illuminate the gap 20 from opposing sides of the gap 20 transverse or perpendicular to the edges 34 and 38 of the gap 20.
- the directional light can be structured or unstructured light, coherent or incoherent light, polarized or unpolarized light, or a combination thereof.
- the directional light can be temporally or spatially shaped.
- the directional light can include any single wavelength, multiple specific wavelengths, or a broad spectrum of wavelengths.
- the directional light is focused toward the gap 20 using one or more conventional optical components (not shown).
- a major portion of the directional light entering the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- greater than 75% of the directional light entering the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- greater than 80% of the directional light entering the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24. In some embodiments, greater than 90% of the directional light entering the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- greater than 95% of the directional light entering the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24. In some embodiments, greater than 99% of the directional light entering the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- 100% of the directional light entering the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- a major portion of the directional light illuminating the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- greater than 75% of the directional light illuminating the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- greater than 80% of the directional light illuminating the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24. In some embodiments, greater than 90% of the directional light illuminating the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- greater than 95% of the directional light illuminating the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24. In some embodiments, greater than 99% of the directional light illuminating the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 55 or the edge 38 of the component 24.
- 100% of the directional light illuminating the field of view 80 of the imager 70 propagates into the field of view 80 between the bottom 56 of the gap 20 and the elevation of the upper surface 52 or the edge 34 of the component 22 or between the bottom 56 of the gap 20 and the elevation of the upper surface 54 or the edge 38 of the component 24.
- Propagating the directional light into the field of view 80 below the elevation levels of the upper surfaces 52 or 54 or below the edges 34 or 38 enhances contrast between the bottom 56 of the gap 20 and the upper surfaces 52 and 54 of the respective components 22 and 24.
- the directional light has a first central lighting axis 82a extending from the light source 76, and the first central lighting axis 82a has a vector component that is parallel to the major axis 46.
- the directional light has a second central lighting axis from a second light source 82b (82a and 82b my be generically or collectively denoted as 82).
- the first and second lighting axes 82 enter the gap 20 from different directions.
- the first and second lighting axes 82 enter the gap 20 from opposing sides of the field of view 80.
- the first and second lighting axes 82 enter the gap 20 from opposing sides of the gap 20.
- the opposing sides of the gap 20 are transverse to the edges 34 and 38.
- the opposing sides of the gap 20 are perpendicular to an axial direction of one or both of the edges 34 and 38.
- the edge 34 defines a side wall axis 88 along the side wall 32, and the side wall 32 defines a side wall plane 90 (coplanar with the side wall axis 88 and directed into the page of FIG. 1) that is generally perpendicular to the upper surface 52.
- the side wall axis 88 may be collinear with the second minor axis 48.
- the edge 38 defines a side wall axis 92 along the side wall 36, and the side wall 36 defines a side wall plane 94 (coplanar with the side wall axis 92 and directed into the page of FIG. 1) that is generally perpendicular to the upper surface 54.
- the lighting axis 82a is positioned within a first lighting axis plane (not shown) between the side wall plane 90 and the side wall plane 94.
- the lighting axis 82b is positioned within a second lighting axis plane (not shown) between the side wall plane 90 and the side wall plane 94.
- the first and second lighting axes 82 are oriented at nonperpendicular angles with respect to at least one of the upper surface 52 and the upper surface 54.
- the lighting axis 82a is positioned within a third lighting axis plane (not shown) that is transverse to the first lighting axis plane
- the lighting axis 82b is positioned within a fourth lighting axis plane (not shown) that is transverse to the second lighting axis plane (not shown)
- the third and fourth lighting axis planes intersect each other below the bottom of the gap.
- the lighting axis 82a is positioned within a third lighting axis plane that is transverse to the first lighting axis plane
- the lighting axis 82b is positioned within a fourth lighting axis plane that is transverse to the second lighting axis plane
- the third and fourth lighting axis planes intersect each other above the bottom of the gap-
- the directional light or its lighting axis 82 impinges the bottom 56 of the gap 20 at an angle between 5 and 70 degrees. In some additional or cumulative embodiments, the directional light or its lighting axis 82 impinges the bottom 56 of the gap 20 at an angle between 10 and 65 degrees. In some additional or cumulative embodiments, the directional light or its lighting axis 82 impinges the bottom 56 of the gap 20 at an angle between 10 and 50 degrees. In some additional or cumulative
- the directional light or its lighting axis 82 impinges the bottom 56 of the gap 20 at an angle between 20 and 50 degrees. In some additional or cumulative embodiments, the directional light or its lighting axis 82 impinges the bottom 56 of the gap 20 at an angle between 30 and 50 degrees. In some additional or cumulative embodiments, the directional light or its lighting axis 82 impinges the bottom 56 of the gap 20 at an angle between 40 and 50 degrees.
- FIG. 2A depicts exemplary radiation patterns 100a and 100b of the directional light from respective light sources 76a and 76b as if the directional light traversed the field of view 80 above the upper surfaces 52 and 54 of the respective components 22 and 24. While some of the directional light may traverse the field of view 80 above the upper surfaces 52 and 54, it is preferred that most of the directional light (from the directional light sources 76) traversing the field of view 80 enters the field of view 80 below the elevations of the upper surfaces 52 ad 54, as previously discussed.
- FIG. 2D is a top plan view of an alternative exemplary embodiment of an irradiation pattern from a single light source of the inspection system 44.
- FIG. 2E is a top plan view of an alternative exemplary embodiment of an irradiation pattern from a different direction than that of the single light source in FIG. 2E.
- FIG. 2F is a top plan view of an alternative exemplary embodiment of an irradiation pattern from both the light sources shown in FIGS. 2D and 2E.
- the light source 76a is positioned and configured to provide emission ray boundaries 102 that intersect the field of view 80 below the elevations of the upper surfaces 52 ad 54.
- the directional light from the light source 76a thereby produces an exemplary radiation pattern 100a that includes radiation subpatterns lOOai and 100a 2 .
- Radiation subpattern lOOai shows directional light that impinges the upper surfaces 52 and 54, as well as the bottom 56 of the gap 20, outside of the field of view 80 of the imager 70.
- Radiation subpattern 100a 2 shows directional light that impinges the bottom of the gap 56 within and beyond the field of view 80 of the imager 70.
- the light source 76b is positioned and configured to provide the emission ray boundaries 102 that intersect the field of view 80 below the elevations of the upper surfaces 52 ad 54.
- the directional light from the light source 76b thereby produces an exemplary radiation pattern 100b that includes radiation subpatterns 100bi and 100b 2 .
- Radiation subpattern 100bi shows directional light that impinges the upper surfaces 52 and 54, as well as the bottom 56 of the gap 20, outside of the field of view 80 of the imager 70.
- Radiation subpattern 100b 2 shows directional light that impinges the bottom of the gap 56 within and beyond the field of view 80 of the imager 70.
- the light sources 76a and 76b provide directional light that thereby produces an exemplary combined radiation pattern 100 that includes the radiation patterns 100a and 100b.
- the combined radiation pattern 100 provides bright illumination to the gap 20 within the field of view 80 without significantly illuminating the upper surfaces 52 and 54 (so that the side walls 32 and 36 are imaged by the imager 70 as a dark line) to provide contrast between the gap 20 and the upper surfaces 52 and 54 in order to facilitate differentiation by the imager 70 between the gap 20 and the upper surfaces 52 and 54.
- the radiation patterns 100a and 100b overlap only slightly within the field of view 80. In some additional or cumulative embodiments, the radiation patterns 100a and 100b overlap along the full length 110 (aligned along the major axis 46 of the gap 20) of the field of view 80. In some additional or cumulative embodiments, the radiation patterns 100a and 100b overlap within and beyond the full length 110 of the field of view 80. As stated previously, overlap of the radiation patterns 100a and 100b entering the field of view 80 from opposite directions provides the advantage of eliminating shadows cast by imperfections in the surface at the bottom 56 of the gap 20 or shadows caused by imperfections in the directional light provided by one of the light sources 76a or 76b.
- the directional light comprises a spot light.
- the light source 76 comprises an LED, an optical fiber, or a laser.
- the light sources 76 may include optical component(s) for shaping, focusing, or directing the directional light, or the optical components can be deployed along the path of the light emitted from the light sources 76.
- the imager 70 comprises a camera.
- the imager 70 comprises a CCD image sensor or an active pixel sensor, such as a CMOS sensor, a BSI-CMOS, an NMOS sensor, or a hybrid CCD/CMOS sensor.
- CMOS complementary metal-oxide-semiconductor
- BSI-CMOS complementary metal-oxide-semiconductor
- NMOS n-oxide-CMOS
- hybrid CCD/CMOS sensor hybrid CCD/CMOS sensor.
- the imager 70 is arranged so that the field of view 80 is at least substantially perpendicular to the bottom 56 of the gap 20. In some additional or cumulative embodiments, the imager 70 is arranged so that the field of view 80 is perpendicular to the bottom 56 of the gap 20.
- the components 22 and 24 and the gap 20 are not drawn to scale.
- the light sources 76 and the imager 70 are not drawn to scale and are not drawn at the same scale as the components 22 and 24.
- the imager 70 is shown to have the same cross-sectional area as the field of view 80; however, in some embodiments, the imager 70 has dimensions that are much bigger than the area of the field of view 80 and employs a magnifying lens to capture an image of the gap 20.
- the field of view 80 has a diameter or width dimension 112 (such as coplanar with the first minor axis 30 of the gap 20) that is larger than the width of the gap 20.
- the width dimension 112 is greater than at least twice the width of the gap 20.
- the width dimension 112 is greater than at least three times the width of the gap 20.
- the width dimension 112 is shorter than five times the width of the gap 20.
- the field of view 80 may have a width dimension 112 that is between 1 ⁇ and 5000 ⁇ . In some embodiments, the width dimension 112 is shorter than 2000 ⁇ and greater than 1 ⁇ . In some embodiments, the width dimension 112 is shorter than 1000 ⁇ and greater than 5 ⁇ . In some embodiments, the width dimension 112 is shorter than 500 ⁇ and greater than 5 ⁇ . In other embodiments, the width dimension 112 is shorter than 250 ⁇ and greater than 5 ⁇ . In yet other embodiments, the width dimension 112 is shorter than 100 ⁇ and greater than 5 ⁇ . In still other embodiments, the width dimension 112 is shorter than 50 ⁇ and greater than 5 ⁇ . In some other embodiments, the width dimension 112 could be greater than 5000 ⁇ .
- the workpiece 26 is positioned in an inspection area of an inspection station so that the gap 20 is aligned within the field of view 80 of the imager 70. This operation may be performed by a workpiece handling or positioning system.
- the inspection station includes one or more guide walls (not shown) to abut against outer surfaces of the workpiece 26, such as the outer surfaces of the housing component 24.
- the workpiece 26 may be gravity fed into the inspection station to abut against the guide walls.
- the workpiece may be moved on an indexed fixture (such as conveyed by a conveyor belt or a loading or unloading system) into the inspection position, and the workpiece may be prealigned to the indexed fixture or aligned just prior to inspection.
- an optical alignment system may be employed to determine whether the workpiece 26 is adequately aligned for inspection, and the workpiece handling or positioning system may adjust the position of the workpiece 26 with respect to the field of view 80.
- the inspection module 42 or the imager 70 may be moved by a module positioning system to be in alignment with the gap 20 of a workpiece 26.
- a workpiece handling and positioning system is employed in conjunction with a positioning system for the module(s) 42.
- the workpiece 26 is positioned in an inspection station so that multiple gap positions, such as gap positions 20i-208, are aligned with multiple respective inspection modules 42, such as modules 42i-42s.
- at least one gap position (20i, 20 3 , 20 5 , 20 7 ) of each linear gap 20 is aligned to be inspected.
- At least two spaced-apart gap positions (20i-20g) of each linear gap 20 are aligned to be inspected.
- at least one inspection module 42 is employed for each side of the workpiece 26.
- at least two inspection modules 42 are employed for each side of the workpiece 26.
- FIG. 3A is a top view of an embodiment wherein the gap positions 20i-208, are aligned with multiple respective fields of view 80 of modules 42i-42s to permit the multiple gaps 20i-208 to be inspected simultaneously.
- some of the gaps positions 201 -20s are transversely aligned.
- each of the gaps positions 20i-208 is positioned within a field of view 80 of a separate imager 70.
- an imager 70 may be positioned, such as between two of the linearly aligned gaps positions 20i-208, so that the field of view 80 of the imager 70 can be diverted by a split mirror along divergent imaging paths with a plurality of fold mirrors, such that two or more gap positions 20i-208 can be simultaneously imaged by different imaging fields on the imager 70.
- Detailed information about the use of split mirrors and divergent imaging paths can be found in U.S. Pat. No. 8,322,621, the text of which is incorporated herein by reference.
- FIG. 3B is a top view of an embodiment wherein the component 22 is misaligned with respect to component 24 so that the widths of the gaps 20 at the gap positions 20i-208 are different.
- Measuring the gap at a variety of gap positions 201 -20s procures information about the nature of the misalignment of the component 22 with respect to the component 24 so that the misalignment can be corrected or so that the workpiece 26 can be rejected if it does not satisfy quality criteria.
- FIGS. 4 A to 4D are prior art images of gaps 20 between components 22 and 24 of workpieces 26, illuminated by area lighting whose radiation pattern impinges substantially the entire upper surfaces 52 and 54 of the respective components 22 and 24 forming the gaps 20.
- Area lighting is conventionally supplied by a ring of point source lights positioned well above the workpiece 26. Such lighting system tends to create shadows and cause noise.
- the bottom 56 of the gap 20 can be imaged using area lighting, but the contrast between the bottom 56 and the adjacent components 22 and 24 is low, preventing accurate determination of the locations of the side walls 32 and 36 thereby preventing accurate determination of the width of the gap 20.
- FIG. 5A is an image of a gap 20 between components of a workpiece 26 illuminated by directional lighting whose radiation pattern 100 impinges substantially only the gap 20 within the field of view 80 of the imager 70.
- FIG. 5B is an image of two abutting components 22 and 24 of the workpiece 26 illuminated by directional light whose radiation pattern impinges the workpiece 26 substantially outside the field of view 80 of the imager 70. These images were obtained by illuminating the workpiece 26 in the manner described with respect to FIGS. 2A to 2F and then capturing the image of the reflected light using the imager 70. As illustrated in FIGS. 5A and 5B, the contrast between the bottom 56 of the gap 20 and the upper surfaces 52 and 54 of the components 22 and 24 adjacent to the gap 20 is higher than that shown in FIGS. 4A to 4D, making it easier to adequately determine the width of the gap 20.
- images captured by the imager 70 may be spatially integrated to improve the imaged contrast difference between the bottom 56 of the gap 20 and the area of the wokrpiece 26 adjacent to the gap 20 and ensure that imaged contrast difference is suitably large and uniform along the length of the gap 20.
- the imager 70 includes an array of pixels along rows and columns that convey gray scale or intensity information of the image.
- the gray scale or intensity information can be grouped by rows of pixels to facilitate determination of spacing between the edges 34 and 38.
- the analysis may include groupings of rows of pixels at an angle to the major axis, as well as grouping of rows of pixels parallel to the major axis 46, to determine whether the edges 34 and 38 of the gap 20 are not parallel to each other.
- the gaps 20 are analyzed to determine whether the gap widths for a given workpiece 26 all have values that fall within a predetermined range.
- the acceptable gap widths are from 0 to 250 ⁇ . In some additional or cumulative embodiments, the acceptable gap widths are from 0 to 200 ⁇ . In some additional or cumulative embodiments, the acceptable gap widths are from 0 to 150 ⁇ . In some additional or cumulative embodiments, the predetermined range of acceptable gap widths is from 10 to 175 ⁇ . In some additional or cumulative embodiments, the predetermined range of acceptable gap widths is from 20 to 150 ⁇ . In some additional or cumulative embodiments, the predetermined range of acceptable gap widths is from 30 to 125 ⁇ .
- the predetermined range of acceptable gap widths is from 40 to 100 ⁇ .
- the contrast can be weighted or be converted to one-bit bi-tonal images.
- the gray scale may be designated on a scale from 0 to 1 , wherein zero represents black and 1 represents white (or the inverse).
- the gray scale may be designated on a scale from 0 to 100.
- the gray scale may be designated on a scale from 0 to 256. In some additional or cumulative
- the gray scale may be implemented using 8 bits, 16 bits, or 32 bits. In some additional or cumulative embodiments, the gray scale may incorporate colorimetric data.
- the contrast between the gap 20 and the edges 34 and 38 is greater than 50%. In some additional or cumulative embodiments, the contrast between the gap 20 and the edges 34 and 38 is greater than 75%. In some additional or cumulative embodiments, the contrast between the gap 20 and the edges 34 and 38 is greater than 80%. In some additional or cumulative embodiments, the contrast between the gap 20 and the edges 34 and 38 is greater than 90%.
- the grey scale or intensity information of the groups of pixels can be averaged.
- the averages of the groups of pixels can then be compared against each other to facilitate determination of spacing between the edges 34 and 38. For example, lighter intensity rows will have much greater and more easily discernable contrast with darker intensity rows.
- relative movement between the workpiece 26 and the imager 70 along the major axis 46 can be implemented while the imager 70 is capturing images to facilitate determination of spacing between the edges 34 and 38.
- the imager 70 can be fixed in a position and the workpiece 26 can be moved.
- the workpiece 26 can be fixed in a position and the imager 70 can be moved.
- FIG. 6 illustrates a spatially-integrated image of the gap 20 between components 22 an 24 of a workpiece 26 similar to those schematically illustrated in FIG. 2.
- the spatially-integrated image is overlaid with an aligned schematic of the cross- sectional view of the wokrpiece from FIG. 2B.
- the spatially- integrated image was obtained by illuminating the bottom 56 of the gap 20 in the manner described with respect FIG. 2 and moving the module 42 of the inspection system 44 along the a portion of the major axis 46, as previously discussed.
- the contrast between the bottom 56 of the gap 20 and the edges 34 and 38 of the respective components 22 and 24 of the wokrpiece 26 adjacent to the gap 20 is higher than that shown in FIGS. 4 or 5, further facilitating the determination of the width of the gap 20.
- the components 22 and 24 may be assembled so that the upper surface 52 of the component 22 may have an elevation that is the same as or different from that elevation of the upper surface 54 of the component 24.
- the inspection system 44 can be adapted to illuminate and capture images to determine the height difference "h" between the upper surfaces 52 and 54.
- the height difference between the upper surfaces 52 and 54 can be observable as a protrusion 120 of the upper surface 52 of the component 22 above the upper surface 54 of the component 24.
- Variations in thickness or defects in the adhesive layer 28 (or other assembly steps or process) can cause varying elevation in the upper surface 52. These elevation variations can be visible to the human eye or discernable by human touch and may detract from the cosmetic appeal of the workpiece 26.
- gap 20 and the protrusion 120 are presented herein only by way of example to different features that can be illuminated and imaged by the inspection station 44.
- a feature can refer to one or more cracks, bumps, gaps, ridges, trenches, holes, slots, textures, surface finishes, visible indicia, or the like or a combination thereof.
- two or more of the different features are positioned on transverse surfaces.
- the different features cannot be adequately viewed from a single direction.
- the different features can adequately be viewed only from different directions.
- FIG. 7 is a top plan view of an exemplary embodiment of an inspection system 44 adapted to inspect multiple features, such as the gaps 20 and the protrusions 120, of the workpiece 26 from different directions.
- FIG. 8 is an illustration of an imaging field 130 of an imager 70 operable for capturing images of the gap 20 and the protrusion 120 in different imaging regions 132a and 132b.
- FIG. 9 A and 9B are top and side views of an alternative exemplary embodiment of an inspection system 44 adapted to inspect multiple features, such as the gaps 20 and the protrusionsl20, of the workpiece 26 from different directions.
- the imager 70 (or exemplary imagers 70i- 70 4 ), the light sources 76a and 76b, and one or more fold mirrors 122 (such as 122a- 122d) can be positioned so that the field of view 80 of each imager 70 is operable to capture images of both the gap 20 and the protrusion 120, such that an imaging field 130 of the imager 70 is split into two imaging regions 132a and 132b (i.e., the array of pixels is divided into a plurality of imaging regions 132 wherein the imaging region 132a is operable to capture an image of the protrusion 120 and wherein the imaging region 132b is operable to capture an image of the gap 20).
- the imager 70 can be positioned to have a direct field of view 80 of the gap 20 (so that the field of view 80 captures the gap 20 from a
- the one or more fold mirrors 122 are positioned to intercept a portion (such as one half) of the field of view 80 so that it captures the protrusion 120 from a perpendicular or near perpendicular perspective, for example.
- the protrusion 120 can be illuminated and analyzed in a manner similar to the techniques used to illuminate and analyze the gap 20.
- one or more optional additional light sources 76a and 76b can be employed to provide directional light so that it substantially illuminates only the protrusion 120 of the side wall 32 of the component 22 within the field of view 80 without substantially illuminating an adjacent outer surface 126 of the component 24 within the field of view 80.
- the directional light can enter the field of view 80 at an angle such that it intercepts the field of view 80 only between the respective planes of the side walls 32 and 36. In this manner, the protrusion 120 can be illuminated without substantially illuminating the outer surface 126 within the field of view 80.
- a dark barrier 118 can be positioned to absorb any of (or all of) the directional light propagating above the surface 52 of the component 22 so that each side of the protrusion 120 appears dark and provides a high contrast with the protrusion 120. It will be appreciated that a single set of directional light sources 76a and 76b can be employed and that the fold mirror(s) 122 (or additional fold mirrors) can be positioned to split the radiation pattern from the light sources 76a and 76b so that they directionally illuminate the gap 20 and the protrusion 120 from the desired directions.
- the imager 70 can be positioned to have a direct field of view 80 of the protrusion 120 (so that the field of view 80 captures the protrusion 120 from a perpendicular or near perpendicular perspective, for example), and an indirect field of view 80 of the gap 20.
- the one or more fold mirror(s) 122 are positioned to intercept a portion (such as one half) of the field of view 80 so that it captures the gap 20 from a perpendicular or near perpendicular perspective, such as shown in FIG. 7 for example.
- the images of the gap 20 and the protrusion 20 can be obtained either substantially simultaneously or sequentially.
- the imager 70 can capture simultaneous images on the separate imaging regions 132a and 132b.
- the imager 70 can capture sequential images on the separate imaging regions 132a and 132b, or the imager 70 can capture sequential images on the entire imaging field 130.
- the directional lighting can be supplied either simultaneously or sequentially by the same directional light sources 76 or separate light sources 76 in coordination with image capture.
- one or more lenses 128 associated with the imager 70 can be moved toward or away from the workpiece 26 to adjust the focal length for sequential image capture.
- FIG. 10 is a top view of another alternative embodiment of an inspection system 44 adapted to inspect multiple features 140 and 142, such as two top features, two side features, or a top feature and a side feature, of the workpiece 26 from different directions.
- the imager 70 is positioned to have a perspective of an outside corner of the component 24.
- the imager 70 has a perspective that views the outside surface 126 of the component 24 to capture an image of the feature 142, and the perspective also views a reflection of the feature 140 in the mirror 122.
- FIG. 11 is a top view of another alternative embodiment of an inspection system 44 adapted to inspect multiple features at multiple separate locations on the workpiece 26.
- the workpiece 26 can be of any configuration and can have a variable number of sides of the same or different lengths.
- the number of imagers 70 and/or the number of split imaging fields 132 and mirrors 122 can be adjusted to minimize extra movement of the workpiece 26 to reduce or eliminate costly motion actuators (not shown).
- the inspection system 44 as exemplarily described in the embodiments presented herein can be advantageously used to provide a fast, simple, and low cost measurement of device features.
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- General Physics & Mathematics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Theoretical Computer Science (AREA)
- Quality & Reliability (AREA)
- Optics & Photonics (AREA)
- Length Measuring Devices By Optical Means (AREA)
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Abstract
Description
Claims
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| KR1020157032345A KR20160009558A (en) | 2013-05-17 | 2014-05-15 | Method of measuring narrow recessed features using machine vision |
| CN201480025974.3A CN105229409A (en) | 2013-05-17 | 2014-05-15 | Use the method for the narrow recessed features of machine vision metrology |
Applications Claiming Priority (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201361824545P | 2013-05-17 | 2013-05-17 | |
| US201361824555P | 2013-05-17 | 2013-05-17 | |
| US61/824,555 | 2013-05-17 | ||
| US61/824,545 | 2013-05-17 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2014186547A1 true WO2014186547A1 (en) | 2014-11-20 |
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/US2014/038146 Ceased WO2014186547A1 (en) | 2013-05-17 | 2014-05-15 | Method of measuring narrow recessed features using machine vision |
Country Status (5)
| Country | Link |
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| US (1) | US20140340507A1 (en) |
| KR (1) | KR20160009558A (en) |
| CN (1) | CN105229409A (en) |
| TW (1) | TW201502465A (en) |
| WO (1) | WO2014186547A1 (en) |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2016109130A1 (en) | 2014-12-29 | 2016-07-07 | Electro Scientific Industries, Inc. | Adaptive part profile creation via independent side measurement with alignment features |
| EP3304413A4 (en) * | 2015-01-25 | 2019-02-20 | YTA Holdings, LLC | Method and system for determining quality of markings applied to food products |
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| JPH08219725A (en) * | 1995-02-16 | 1996-08-30 | Nkk Corp | Narrow groove root gap width detection method |
| US5940681A (en) * | 1996-12-14 | 1999-08-17 | Micronas Intermetall Gmbh | Method and apparatus for automatically checking position data of J-leads |
| JP2003315020A (en) * | 2002-04-19 | 2003-11-06 | Nissan Motor Co Ltd | Gap and step measuring device, measuring method and measuring program |
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| JP2011112374A (en) * | 2009-11-24 | 2011-06-09 | Kanto Auto Works Ltd | Gap/step measuring instrument, method of gap/step measurement, and program therefor |
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| US5122792A (en) * | 1990-06-21 | 1992-06-16 | David Sarnoff Research Center, Inc. | Electronic time vernier circuit |
| US5576858A (en) * | 1991-10-14 | 1996-11-19 | Hosiden Corporation | Gray scale LCD control capacitors formed between a control capacitor electrode on one side of an insulating layer and two subpixel electrodes on the other side |
| US5319183A (en) * | 1992-02-18 | 1994-06-07 | Fujitsu Limited | Method and apparatus for cutting patterns of printed wiring boards and method and apparatus for cleaning printed wiring boards |
| CN1131741A (en) * | 1995-03-22 | 1996-09-25 | 载歌公司 | Optical gap measuring apparatus and method |
| JP4564286B2 (en) * | 2004-06-14 | 2010-10-20 | 株式会社東芝 | 3D ultrasonic imaging device |
| KR20070054802A (en) * | 2005-11-24 | 2007-05-30 | 삼성전자주식회사 | Driving device of liquid crystal display |
| JP4692892B2 (en) * | 2006-06-01 | 2011-06-01 | 株式会社ニコン | Surface inspection device |
| WO2009099219A1 (en) * | 2008-02-07 | 2009-08-13 | Sony Corporation | Light guide plate, surface illumination device, liquid crystal display device, and manufacturing method for the light guide plate |
| CA2829388C (en) * | 2011-03-09 | 2018-09-25 | Flex Lighting Ii, Llc | Light emitting device with adjustable light output profile |
| CN103370010A (en) * | 2011-10-24 | 2013-10-23 | 松下电器产业株式会社 | photoacoustic camera device |
| CN102661715A (en) * | 2012-06-08 | 2012-09-12 | 苏州富鑫林光电科技有限公司 | CCD (charge coupled device) type clearance measurement system and method |
| JP6051917B2 (en) * | 2013-02-18 | 2016-12-27 | 日亜化学工業株式会社 | Inspection method for semiconductor light emitting device and method for manufacturing semiconductor light emitting device |
| US9594937B2 (en) * | 2014-02-28 | 2017-03-14 | Electro Scientific Industries, Inc. | Optical mark reader |
-
2014
- 2014-05-14 US US14/277,502 patent/US20140340507A1/en not_active Abandoned
- 2014-05-15 KR KR1020157032345A patent/KR20160009558A/en not_active Withdrawn
- 2014-05-15 CN CN201480025974.3A patent/CN105229409A/en active Pending
- 2014-05-15 WO PCT/US2014/038146 patent/WO2014186547A1/en not_active Ceased
- 2014-05-16 TW TW103117285A patent/TW201502465A/en unknown
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH08219725A (en) * | 1995-02-16 | 1996-08-30 | Nkk Corp | Narrow groove root gap width detection method |
| US5940681A (en) * | 1996-12-14 | 1999-08-17 | Micronas Intermetall Gmbh | Method and apparatus for automatically checking position data of J-leads |
| JP2003315020A (en) * | 2002-04-19 | 2003-11-06 | Nissan Motor Co Ltd | Gap and step measuring device, measuring method and measuring program |
| US7064046B2 (en) * | 2003-02-06 | 2006-06-20 | Sanyo Electric Co., Ltd. | Manufacturing method of semiconductor device |
| JP2011112374A (en) * | 2009-11-24 | 2011-06-09 | Kanto Auto Works Ltd | Gap/step measuring instrument, method of gap/step measurement, and program therefor |
Also Published As
| Publication number | Publication date |
|---|---|
| KR20160009558A (en) | 2016-01-26 |
| TW201502465A (en) | 2015-01-16 |
| CN105229409A (en) | 2016-01-06 |
| US20140340507A1 (en) | 2014-11-20 |
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