One interesting application of taking the value appearing in majority, or more generally taking the median, is to remove noise or people from a sequence of several photos taken from the same point of view. This idea is to superimpose all the photos, and for each pixel, you simply keep the median [1].

[1]: https://patdavid.net/2013/05/noise-removal-in-photos-with-me...