Traditional algorithms and image vectors. I used a conconction of existing region and contour based techniques and threw in some original ideas as well.
This is a great starting point in case you are interested in knowing more -- http://www.staff.science.uu.nl/~kreve101/asci/smi2001.pdf More recently, I've been exploring some ideas of Tversky.