PicaNew is a tool that performs color quantization and a number of other standard tasks associated with this process. The name comes from the algorithm it uses to pick the best n colors out of a larger set: PCA -> Principal Component Analysis. This tool (and large parts of the documentation) is based on Pica, created by Joel Franklin.