A new interactive pattern recognition approach by multilayer neural networks and mathematical morphology

We describe an online interactive graphic system which has been designed to separate a set of multidimensional multivariate observations into groups or clusters. A neural network allows one to map the data onto a two dimensional display. We propose a new clustering approach based on the so called "watershed" algorithm which takes advantage of the two dimensional display.<>