Use predator birds to frighten off the pigeons. Unless you own a real bird of prey though, you'll have to resort to plastic or concrete statues of owls or hawks. Place them where the pigeons usually roost. Note that these may not work, however, once the pigeons grow used to the presence of the mute and unmoving statue.