Improving Clustering Algorithms for Image Segmentation using Contour and Region Information 

Oliver i Malagelada, Arnau; Muñoz Pujol, Xavier; Batlle i Grabulosa, Joan; Pacheco Valls, Lluís; Freixenet i Bosch, Jordi (2006)

In image segmentation, clustering algorithms are very popular because they are intuitive and, some of them, easy to implement. For instance, the k-means is one of the most used in the literature, and many authors successfully ...