Pseudolikelihood Image Segmentation Software

Pseudolikelihood Image Segmentation Software

Derek Stanford and Adrian Raftery
contact: derekstanford AT hotmail DOT com

Approximate Bayes factors for image segmentation: The Pseudolikelihood Information Criterion (PLIC)

Derek C. Stanford and Adrian E. Raftery

IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, 1517-1520 (2002)

S-PLUS functions for automatic image segmentation
dog lung PET image (PGM)
courtesy of Dr. H. Thomas Robertson, Pulmonary and Critical Care Medicine, University of Washington

Fast Automatic Unsupervised Image Segmentation and Curve Detection in Spatial Point Patterns

Derek C. Stanford, Ph. D. Dissertation, Department of Statistics, University of Washington (1999)

ice floe image (PGM)
J. D. Banfield and A. E. Raftery
Ice floe identification in satellite images using mathematical morphology and clustering about principal curves.
Journal of the American Statistical Association, 8, 7-16 (1992)
Washington (state) Pacific coast image (PGM) - from TerraServer
3-segment simulation with Gaussian noise (PGM)
buoy image (PGM)