Method of quantifying coverage of extra particulate additives on the surface of toner particles
View Patent ↗A method of quantifying the coverage of extra particulate additives (EPA) on the surface of toner particles is provided. More specifically, this invention is a method using automated image analysis to correctly identify toner and coverage of EPA particles on the surface of the toner.
1. A method of determining a percentage coverage of extra particulate additives on surfaces of toner particles, comprising:
receiving an image of the toner particles;
determining a first area of a toner particle surface not covered by extra particulate additives, corresponding to a first brightness threshold;
determining at least one other area of a toner particle surface covered by extra particulate additives,
corresponding to a second brightness threshold;
determining a ratio of the first area to the at least one other area, the ratio corresponding to the relative amount of extra particulate additives on surfaces of toner particles; and
adjusting coverage of extra particulate additives on surfaces of toner particles in a printing operation of an imaging device, based on the determined ratio;
wherein at least one of the receiving, the determining the first area, the determining the second area, and the determining the ratio is performed automatically; and
wherein determining the ratio further comprises
determining areas of overlap between the first area and the at least one other area; and
eliminating non-overlapping portions of the at least one other area,
such that only the overlapping portions of the at least one other area are included in the determining the ratio.
2. The method of claim 1 , wherein the determining the at least one other area comprises determining at least one other area corresponding to the second brightness threshold, and at least one size threshold.
3. The method of claim 2 , wherein the determining the ratio comprises determining a ratio of the first area to each of the at least one other area corresponding to each of the at least one size threshold.
4. The method of claim 2 , wherein the at least one size threshold corresponds to a size of at least one type of extra particulate additive.
5. The method of claim 1 , wherein the image is a scanning electron micrograph.
6. The method of claim 1 , further comprising,
cropping the image; and
blurring the image to facilitate determining the first area.
7. A non-transitory computer-readable storage medium containing one or more computer executable instructions to determine a relative amount of extra particulate additives on surfaces of toner particles, comprising:
receiving an image of the toner particles;
determining a first area of a toner particle surface not covered by extra particulate additives, corresponding to a first brightness threshold;
determining at least one other area of a toner particle surface covered by extra particulate additives,
corresponding to a second brightness threshold;
determining a ratio of the first area to the at least one other area, the ratio corresponding to the relative amount of extra particulate additives on surfaces of toner particles; and
adjusting coverage of extra particulate additives on surfaces of toner particles in a printing operation of an imaging device, based on the determined ratio;
wherein at least one of the receiving, the determining the first area, the determining the second area, and the determining the ratio is performed automatically; and
wherein determining the ratio further comprises
determining areas of overlap between the first area and the at least one other area; and
eliminating non-overlapping portions of the at least one other area,
such that only the overlapping portions of the at least one other area are included in the determining the ratio.
8. The non-transitory computer-readable storage medium of claim 7 , wherein the determining the at least one area comprises determining at least one other area corresponding to the second brightness threshold, and at least one size threshold.
9. The non-transitory computer-readable storage medium of claim 8 , wherein the determining the ratio comprises determining a ratio of the first area to each of the at least one other area corresponding to each of the at least one size threshold.
10. The non-transitory computer-readable storage medium of claim 8 , wherein the at least one size threshold corresponds to a size of at least one type of extra particulate additive.
11. The non-transitory computer-readable storage medium of claim 7 , wherein the image is a scanning electron micrograph.
12. The non-transitory computer-readable storage medium of claim 7 , wherein the determining the at least one other area is performed by applying a granularity filter.
13. The non-transitory computer-readable storage medium of claim 12 , wherein the at least one size threshold is between about 1 and about 20 pixels.
14. The non-transitory computer-readable storage medium of claim 13 , wherein the at least one size threshold is between about 5 and about 10 pixels.
15. The non-transitory computer-readable storage medium of claim 12 , wherein the second brightness threshold is between about 5 and about 20.
16. The non-transitory computer-readable storage medium of claim 15 , wherein the second brightness threshold is about 15.
17. The non-transitory computer-readable storage medium of claim 7 , further comprising,
cropping the image; and
blurring the image to facilitate determining the first area.