Research Article

Optimized K-Means Algorithm

Table 1

Face localization using -mean modified algorithm on MIT-CBCL, BioID, and Caltech; the sets contain faces with different poses and faces with clutter background as well as indoors/outdoors.

Dataset Image Accuracy (%)

MIT-Set 1 150 100
MIT-Set 2 150 100
BioID 300 100
Caltech 300 100