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Re:Unsupervised Billboard Detection by ajays on Thursday August 02, 2012 @12:18PM (#4329454)
I'd like to see how it works on the third image from the top, with the gas station sign, etc.

It is fairly straightforward to detect a billboard in a random nature scene; look for straight lines and intersections of them. Most (all?) billboards are also horizontal.

It is quite another thing to detect billboards in an urban setting.

Re:Unsupervised Billboard Detection by madhkrish on Thursday August 02, 2012 @01:13PM (#4329779)
I've added the output at the end of the blog post for that image... check it out!

This algorithm works pretty well for billboards in urban settings as well -- since the photos come with the units outlined.