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. A method to group advertisements by advertisement campaign, comprising:
retrieving, by executing an instruction with at least one processor, pixel color values associated with first and second advertisements from a data store via a bus;
reducing computational resources associated with analyzing the pixel color values on at least one processor by dropping, by executing an instruction with the at least one processor, least significant bits from the pixel color values;
grouping, by executing an instruction with the at least one processor, first colors into a first color range and second colors into a second color range, the grouping based on colors having matching pixel color values;
determining, by executing an instruction with the at least one processor, a first color proportion corresponding to the first color range in the first advertisement and a second color proportion corresponding to the 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 similarity between the first color proportion and the third color proportion satisfies a first threshold and a similarity between the second color proportion and the fourth color proportion satisfies a second threshold.
2. The method as defined in claim 1 , 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.
3. The method as defined in claim 1 , wherein the first threshold defines a color proportion value tolerance amount different than the second threshold.
4. The method as defined in claim 1 , wherein the first color range of the first color proportion sufficiently matches a color range of the third color proportion within a color range threshold and the second color range of the second color proportion sufficiently matches a color range of the fourth color proportion within the color range threshold.
5. The method as defined in claim 4 , wherein the color range threshold defines a difference between a first color bit value and a second color bit value as being similar.
6. The method as defined in claim 1 , further including:
detecting a plurality of color ranges in the first advertisement;
selecting a subset of the plurality of color ranges based on the subset of the plurality of color ranges having relatively higher proportions of presence in the first advertisement than others of the plurality of color ranges, the first color proportion and the second color proportion corresponding to two respective color ranges of the subset of the plurality of color ranges; and
associating the first and second advertisements with a same advertisement campaign when a threshold number of color proportions in the selected subset of the plurality of color ranges detected in the first advertisement sufficiently match corresponding color proportions of the second advertisement within at least one of the first threshold or the second threshold.
7. The method as defined in claim 6 , wherein the first threshold and the second threshold specify that a color proportion of the selected subset of the plurality of color ranges in the first advertisement is within a proportion range of a corresponding color proportion of the second advertisement.
8. An apparatus to group advertisements by advertisement campaign, comprising:
an advertisement retriever to retrieve pixel color values associated with first and second advertisements from a data store via a bus;
a color analyzer to:
reduce computational resources associated with analyzing the pixel color values by dropping least significant bits from the pixel color values; and
group first colors into a first color range and second colors into a second color range, the grouping based on colors having matching pixel color values;
a color proportion generator to determine a first color proportion corresponding to the first color range in the first advertisement and a second color proportion corresponding to the 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 similarity between the first color proportion and the third color proportion satisfies a first threshold and a similarity between the second color proportion and the fourth color proportion satisfies a second threshold.
9. The apparatus as defined in claim 8 , wherein the associator further tags the second advertisement with metadata including an advertisement campaign identifier.
10. The apparatus as defined in claim 8 , wherein the first threshold defines a color proportion value tolerance amount different than the second threshold.
11. The apparatus as defined in claim 8 , wherein the first color range of the first color proportion sufficiently matches a color range of the third color proportion within a color range threshold and the second color range of the second color proportion sufficiently matches a color range of the fourth color proportion within the color range threshold.
12. The apparatus as defined in claim 11 , wherein the color range threshold defines a difference between a first color bit value and a second color bit value as being similar.
13. The apparatus as defined in claim 8 , wherein the color analyzer is further to detect a plurality of colors in the first advertisement and to select a subset of the plurality of colors based on the subset of the plurality of colors having relatively higher proportions of presence in the first advertisement than others of the plurality of colors, the first color proportion and the second color proportion corresponding to two respective colors of the subset of the plurality of colors.
14. The apparatus as defined in claim 8 , wherein the associator associates the first and second advertisements with the same advertisement campaign when a threshold number of color proportions in a selected subset of a plurality of color ranges detected in the first advertisement sufficiently match corresponding color proportions of the second advertisement within at least one of the first threshold or the second threshold.
15. The apparatus as defined in claim 14 , wherein the first threshold and the second threshold specify that a color proportion of the selected subset of the plurality of color ranges in the first advertisement is within a proportion range of a corresponding color proportion of the second advertisement.
16. An article of manufacture comprising instructions that, when executed, cause a computing device to at least:
retrieve pixel color values associated with first and second advertisements from a data store via a bus;
reduce computational resources associated with analyzing the pixel color values by dropping least significant bits from the pixel color values;
group first colors into a first color range and second colors into a second color range, the grouping based on colors having matching pixel color values;
determine a first color proportion corresponding to the first color range in the first advertisement and a second color proportion corresponding to the 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 similarity between the first color proportion and the third color proportion satisfies a first threshold and a similarity between the second color proportion and the fourth color proportion satisfies a second threshold.
17. The article of manufacture of claim 16 , wherein the instructions further cause the computing device to tag the second advertisement with metadata including an advertisement campaign identifier.
18. The article of manufacture of claim 16 , wherein the first threshold defines a different color proportion value tolerance amount than the second threshold.
19. The article of manufacture of claim 16 , wherein the first color range of the first color proportion sufficiently matches a color range of the third color proportion within a color range threshold and the second color range of the second color proportion sufficiently matches a color range of the fourth color proportion within the color range threshold.
20. The article of manufacture of claim 19 , wherein the color range threshold defines a difference between a first color bit value and a second color bit value as being similar.
21. The article of manufacture of claim 16 , further comprising instructions that, when executed, cause the computing device to:
detect a plurality of color ranges in the first advertisement;
select a subset of the plurality of color ranges based on the subset of the plurality of color ranges having relatively higher proportions of presence in the first advertisement than others of the plurality of color ranges, the first color proportion and the second color proportion corresponding to two respective color ranges of the subset of the plurality of 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 plurality of color ranges detected in the first advertisement sufficiently match corresponding color proportions of the second advertisement within at least one of the first threshold or the second threshold.
22. The article of manufacture of claim 21 , wherein the first threshold and the second threshold specify that a color proportion of the selected subset of the plurality of color ranges in the first advertisement is within a proportion range of a corresponding color proportion of the second advertisement.