Ice Charting with neural networks
Research performed within the
European Union ICE ROUTES Project
by
Bernd Fritzke
and
Christian Eckes
Systems Biophysics Group
Institut für Neuroinformatik
Principal approach
(results shown are preliminary, example simplified)
Original SAR data (copyright ESA 1996)
Expert Classification
input data is preprocessed with, e.g.,
multi-resolution filters
expert classification provides target values
growing neural network
is trained to output maximum a posteriori class probabilities
Maximum a posteriori Probabilities
Generated by Growing Neural Network
Corresponding Classification Boundaries
