Does Selenium support headless browser testing?

you need not use PhantomJS as an alternative to Selenium. Selenium includes a PhantomJS webdriver class, which rides on the GhostDriver platform. Simply install the PhantomJS binary to your machine. in python, you can then use:

from selenium import webdriver
dr = webdriver.PhantomJS() 

and voila.