1. A partitioned modeling method comprising the steps of: a) Input image region; b) Perform feature extraction on the image region having characterization feature output; c) Perform hierarchical partitioning using the characterization feature having hierarchical partitions output; d) Perform model generation using the hierarchical partitions having partition model output.