Maybe that is a bit drastic and might make you look bad morally, so they will not respect you. This is a spiritual battle and you should not concede ground, but stay firmly moral yourself, and not trespass even if it is on a plot of land cursed by the Lord by the presence of these misguided corrupt sinners(!!) because the more you show you do not follow the Lord yourself, the more comfortable they will feel in trespassing against him in the place where you live.
I would suggest you put prominent signs up, that remind them that their evil ways are in fact that, or show the proper attitude towards God. Maybe these can inspire you. Always start by taking less drastic steps, and only go further if they do not avail. You may find the Lord will remove them for you if you pray more fervently and give a bit more to the poor.
Some signs to adorn your house, and can be admired by godly people, everywhere: