Method and device for detecting violations
US-2024386719-A1 · Nov 21, 2024 · US
US9972095B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9972095-B2 |
| Application number | US-201615250313-A |
| Country | US |
| Kind code | B2 |
| Filing date | Aug 29, 2016 |
| Priority date | Aug 31, 2015 |
| Publication date | May 15, 2018 |
| Grant date | May 15, 2018 |
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An image measuring apparatus according to an embodiment of the present invention comprises: an imaging device that images a workpiece to acquire an image of this workpiece; and a processing device that performs measurement of the workpiece based on this image and outputs a measurement result. Moreover, the processing device, based on the above-described image, generates another image whose number-of-pixels is smaller than that of the image, sets a plurality of regions based on this another image, and calculates the above-described measurement result based on these plurality of regions.
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What is claimed is: 1. An image measuring apparatus, comprising: an imaging device that images a workpiece to acquire an image of the workpiece; and a processing device that performs measurement of the workpiece based on the image and outputs a measurement result, the processing device based on the image, generating another image whose number-of-pixels is smaller than that of the image, setting a plurality of regions by segmenting one portion of the another image including pixels whose density levels are higher than a threshold value and another portion of the another image including pixels whose density levels are lower than the threshold value to different regions, and calculating the measurement result based on the plurality of regions. 2. The image measuring apparatus according to claim 1 , wherein the processing device performs edge detection along a contour line of the region to acquire an edge point group. 3. The image measuring apparatus according to claim 2 , wherein the processing device excludes some of a plurality of edge points included in the edge point group. 4. The image measuring apparatus according to claim 3 , wherein the processing device sets an approximate straight line or an approximate curve in the edge point group, calculates a distance from the approximate straight line or the approximate curve to the edge point, and excludes some of the plurality of edge points based on a mean value and a variance of the calculated distances. 5. The image measuring apparatus according to claim 1 , wherein the processing device sets a plurality of respectively different numbers for the plurality of regions. 6. The image measuring apparatus according to claim 4 , wherein the processing device sets a plurality of respectively different numbers for the plurality of regions. 7. The image measuring apparatus according to claim 1 , wherein the processing device extracts one of the plurality of regions, and calculates the measurement result based on the extracted regions. 8. A non-temporary recording medium which is computer-readable and has recorded thereon a control program of an image measuring apparatus, the image measuring apparatus comprising: an imaging device that images a workpiece to acquire an image of the workpiece; and a processing device that performs measurement of the workpiece based on the image and outputs a measurement result, the control program of the image measuring apparatus controlling the image measuring apparatus to perform calculation of the measurement result, the control program, by the processing device, based on the image, generating another image whose number-of-pixels is smaller than that of the image, setting a plurality of regions by segmenting one portion of the another image including pixels whose density levels are higher than a threshold value and another portion of the another image including pixels whose density levels are lower than the threshold value to different regions, and calculating the measurement result based on the plurality of regions. 9. The non-temporary recording medium according to claim 8 , wherein the program, by the processing device, performs edge detection along a contour line of the region to acquire an edge point group. 10. The non-temporary recording medium according to claim 9 , wherein the program, by the processing device, excludes some of a plurality of edge points included in the edge point group. 11. The non-temporary recording medium according to claim 10 , wherein the program, by the processing device, sets an approximate straight line or an approximate curve in the edge point group, calculates a distance from the approximate straight line or the approximate curve to the edge point, and excludes some of the plurality of edge points based on a mean value and a variance of the calculated distances. 12. The non-temporary recording medium according to claim 8 , wherein the program, by the processing device, sets a plurality of respectively different numbers for the plurality of regions. 13. The non-temporary recording medium according to claim 8 , wherein the program, by the processing device, extracts one of the plurality of regions, and calculates the measurement result based on the extracted regions. 14. An image measuring apparatus, comprising: an imaging device that images a workpiece to acquire an image of the workpiece; and a processing device that performs measurement of the workpiece based on the image and outputs a measurement result, the processing device based on the image, generating another image whose number-of-pixels is smaller than that of the image, setting a plurality of regions based on the another image, performing edge detection along a contour line of the region to acquire an edge point group, excluding some of a plurality of edge points included in the edge point group, setting an approximate straight line or an approximate curve in the edge point group, calculating a distance from the approximate straight line or the approximate curve to the edge point, excluding some of the plurality of edge points based on a mean value and a variance of the calculated distances, and calculating the measurement result based on the plurality of regions. 15. The image measuring apparatus according to claim 14 , wherein the processing device sets a plurality of respectively different numbers for the plurality of regions. 16. The image measuring apparatus according to claim 14 , wherein the processing device extracts one of the plurality of regions, and calculates the measurement result based on the extracted regions.
Workpiece; Machine component · CPC title
for measuring contours or curvatures · CPC title
Region-based segmentation · CPC title
Edge-based segmentation · CPC title
of area, perimeter, diameter or volume · CPC title
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