Methods and apparatus to group advertisements by advertisement campaign
A disclosed example method to group advertisements by advertisement campaign involves determining a first color proportion of a first color and a second color proportion of a second color in a first advertisement. The example method involves comparing first and second color proportions of the first advertisement to a third color proportion and a fourth color proportion of a second advertisement. The example method also involves associating the second advertisement with a same advertisement campaign of the first advertisement when a comparison between the first color proportion and the third color proportion satisfies a first threshold and a comparison between the second color proportion and the fourth color proportion satisfies a second threshold.
1. An apparatus to group advertisements by advertisement campaign, the apparatus comprising:
a color analyzer to:
determine first pixel color values from a first image of a first advertisement and second pixel color values from a second image of a second advertisement; and
remove least significant bits from the first pixel color values associated with the first advertisement and the second pixel color values associated with the second advertisement;
a color proportion generator to determine a first color proportion corresponding to a first color range in the first advertisement and a second color proportion corresponding to a second color range in the first advertisement;
a comparator to compare the first color proportion and the second color proportion corresponding to the first advertisement to a third color proportion and a fourth color proportion corresponding to the second advertisement; and
an associator to associate the second advertisement with a same advertisement campaign corresponding to the first advertisement when a first similarity between the first color proportion and the third color proportion satisfies a first threshold and a second similarity between the second color proportion and the fourth color proportion satisfies a second threshold, at least one of the color analyzer, the color proportion generator, the comparator, or the associator including hardware.
2. The apparatus of claim 1 , wherein the associator is to tag the second advertisement with metadata including an advertisement campaign identifier.
3. The apparatus of claim 1 , wherein the first threshold defines a color proportion value tolerance amount different than the second threshold.
4. The apparatus of claim 1 , wherein the associator is to associate the second advertisement with the same advertisement campaign corresponding to the first advertisement when the first color range of the first color proportion matches a third color range of the third color proportion within a color range threshold and the second color range of the second color proportion matches a fourth color range of the fourth color proportion within the color range threshold.
5. The apparatus of claim 1 , wherein the color analyzer is to:
detect colors in the first advertisement; and
select a subset of the colors based on the subset of the colors having relatively higher proportions of presence in the first advertisement than others of the colors, the first color proportion and the second color proportion corresponding to two respective colors of the subset of the colors.
6. The apparatus of claim 1 , wherein the associator is to associate the first and second advertisements with the same advertisement campaign when a threshold number of color proportions in a selected subset of color ranges detected in the first advertisement match corresponding color proportions of the second advertisement within at least one of the first threshold or the second threshold.
7. The apparatus of claim 6 , wherein the associator is to associate the second advertisement with the same advertisement campaign corresponding to the first advertisement when the comparator determines, based on the first threshold and the second threshold, that a color proportion of the selected subset of the color ranges in the first advertisement is within a proportion range of a corresponding color proportion of the second advertisement.
8. The apparatus of claim 1 , wherein the color analyzer is to group first colors into the first color range and second colors into the second color range.
9. A tangible computer-readable storage medium comprising instructions that, when executed, cause at least one processor to at least:
determine first pixel color values from a first image of a first advertisement and second pixel color values from a second image of a second advertisement;
remove least significant bits from the first pixel color values associated with the first advertisement and the second pixel color values associated with the second advertisement;
determine a first color proportion corresponding to a first color range in the first advertisement and a second color proportion corresponding to a second color range in the first advertisement;
compare the first color proportion and the second color proportion corresponding to the first advertisement to a third color proportion and a fourth color proportion corresponding to the second advertisement; and
associate the second advertisement with a same advertisement campaign corresponding to the first advertisement when a first similarity between the first color proportion and the third color proportion satisfies a first threshold and a second similarity between the second color proportion and the fourth color proportion satisfies a second threshold.
10. The tangible computer-readable storage medium of claim 9 , wherein the instructions, when executed, further cause the at least one computing device to tag the second advertisement with metadata including an advertisement campaign identifier.
11. The tangible computer-readable storage medium of claim 9 , wherein the first threshold defines a different color proportion value tolerance amount than the second threshold.
12. The tangible computer-readable storage medium of claim 9 , wherein the instructions, when executed, cause the at least one processor to associate the second advertisement with the same advertisement campaign corresponding to the first advertisement when the first color range of the first color proportion matches a third color range of the third color proportion within a color range threshold and the second color range of the second color proportion matches a fourth color range of the fourth color proportion within the color range threshold.
13. The tangible computer-readable storage medium of claim 9 , wherein the instructions, when executed, cause the at least one processor to:
detect color ranges in the first advertisement;
select a subset of the color ranges based on the subset of the color ranges having relatively higher proportions of presence in the first advertisement than others of the color ranges, the first color proportion and the second color proportion corresponding to two respective color ranges of the subset of the color ranges; and
associate the first and second advertisements with the same advertisement campaign when a threshold number of color proportions in the selected subset of the color ranges detected in the first advertisement match corresponding color proportions of the second advertisement within at least one of the first threshold or the second threshold.
14. The tangible computer-readable storage medium of claim 13 , wherein the instructions, when executed, cause the at least one processor to associate the second advertisement with the same advertisement campaign corresponding to the first advertisement in response to determining, based on the first threshold and the second threshold, that a color proportion of the selected subset of the color ranges in the first advertisement is within a proportion range of a corresponding color proportion of the second advertisement.
15. The tangible computer-readable storage medium of claim 9 , wherein the instructions, when executed, cause the at least one processor to group first colors into the first color range and second colors into the second color range.
16. A method to group advertisements by advertisement campaign, the method comprising:
determining, by executing an instruction with at least one processor, first pixel color values from a first image of a first advertisement and second pixel color values from a second image of a second advertisement;
removing, by executing an instruction with the at least one processor, least significant bits from the first pixel color values associated with the first advertisement and the second pixel color values associated with the second advertisement;
determining, by executing an instruction with the at least one processor, a first color proportion corresponding to a first color range in the first advertisement and a second color proportion corresponding to a second color range in the first advertisement;
comparing, by executing an instruction with the at least one processor, the first color proportion and the second color proportion corresponding to the first advertisement to a third color proportion and a fourth color proportion corresponding to the second advertisement; and
associating, by executing an instruction with the at least one processor, the second advertisement with a same advertisement campaign corresponding to the first advertisement when a first similarity between the first color proportion and the third color proportion satisfies a first threshold and a second similarity between the second color proportion and the fourth color proportion satisfies a second threshold.
17. The method of claim 16 , wherein associating the second advertisement with the same advertisement campaign of the first advertisement further includes tagging the second advertisement with metadata including an advertisement campaign identifier.
18. The method of claim 16 , wherein the first threshold defines a color proportion value tolerance amount different than the second threshold.
19. The method of claim 16 , including associating, by executing an instruction with the at least one processor, the second advertisement with the same advertisement campaign corresponding to the first advertisement when the first color range of the first color proportion matches a third color range of the third color proportion within a color range threshold and the second color range of the second color proportion matches a fourth color range of the fourth color proportion within the color range threshold.
20. The method of claim 16 , further including grouping, by executing an instruction with the at least one processor, first colors into the first color range and second colors into the second color range.
21. An apparatus to group advertisements by advertisement campaign, the apparatus comprising:
at least one memory;
instructions in the apparatus; and
at least one processor to execute the instructions to:
determine first pixel color values from a first image of a first advertisement and second pixel color values from a second image of a second advertisement;
remove least significant bits from the first pixel color values associated with the first advertisement and the second pixel color values associated with the second advertisement;
determine a first color proportion corresponding to a first color range in the first advertisement and a second color proportion corresponding to a second color range in the first advertisement;
compare the first color proportion and the second color proportion corresponding to the first advertisement to a third color proportion and a fourth color proportion corresponding to the second advertisement; and
associate the second advertisement with a same advertisement campaign corresponding to the first advertisement when a first similarity between the first color proportion and the third color proportion satisfies a first threshold and a second similarity between the second color proportion and the fourth color proportion satisfies a second threshold.
22. The apparatus of claim 21 , wherein the at least one processor is to tag the second advertisement with metadata including an advertisement campaign identifier.
23. The apparatus of claim 21 , wherein the first threshold defines a color proportion value tolerance amount different than the second threshold.
24. The apparatus of claim 21 , wherein the at least one processor is to associate the second advertisement with the same advertisement campaign corresponding to the first advertisement when the first color range of the first color proportion matches a third color range of the third color proportion within a color range threshold and the second color range of the second color proportion matches a fourth color range of the fourth color proportion within the color range threshold.
25. The apparatus of claim 21 , wherein the at least one processor is to:
detect colors in the first advertisement; and
select a subset of the colors based on the subset of the colors having relatively higher proportions of presence in the first advertisement than others of the colors, the first color proportion and the second color proportion corresponding to two respective colors of the subset of the colors.
26. The apparatus of claim 21 , wherein the at least one processor is to associate the first and second advertisements with the same advertisement campaign when a threshold number of color proportions in a selected subset of color ranges detected in the first advertisement match corresponding color proportions of the second advertisement within at least one of the first threshold or the second threshold.
27. The apparatus of claim 26 , wherein the at least one processor is to associate the second advertisement with the same advertisement campaign corresponding to the first advertisement when the at least one processor determines, based on the first threshold and the second threshold, that a color proportion of the selected subset of the color ranges in the first advertisement is within a proportion range of a corresponding color proportion of the second advertisement.
28. The apparatus of claim 21 , wherein the at least one processor is to group first colors into the first color range and second colors into the second color range.