# SMAP and TSMAP Segmentation Software and Data

Charles A. Bouman
School of Electrical and Computer Engineering
Purdue University
West Lafayette, IN 47907-1285

SMAP Software
smap-1.6.4.tgz , or smap-1.6.4.zip - Directory containing ALL NEW ANSI C-CODE and data to:
• Estimate class model parameters using an unsupervised clustering algorithm.
• Segment a multispectral (or monochrome) images using the SMAP multiscale segmentation algorithm documented in: C. Bouman, M. Shapiro "A Multiscale Model for Bayesian Image Segmentation" IEEE Trans. on Image Processing vol. 3, no. 2, pp 162-177, March 1994.

TSMAP Software
TSMAP.tar.gz - - Directory containing the C_code and data to run trainable SMAP algorithm documented in H. Cheng and C. A. Bouman, Multiscale Bayesian Segmentation Using a Trainable Context Model,'' {\em IEEE Trans. on Image Processing,} pp. 511-525, vol. 10, no. 4, April 2001.

Test Images from Papers
Images and data from '94 paper tared and gzipped
Images and data from '91 paper tared and gzipped

Publications Describing Algorithms

pdf C. Bouman and B. Liu, Multiple Resolution Segmentation of Textured Images,'' {\em IEEE Trans. on Pattern Anal. and Mach. Intell.}, vol. 13, no. 2, pp. 99-113, Feb. 1991.

pdf C. A. Bouman and M. Shapiro, A Multiscale Random Field Model for Bayesian Image
Segmentation,'' {\em IEEE Trans. on Image Processing,} vol. 3, no. 2, pp. 162-177, March 1994.

pdf H. Cheng and C. A. Bouman, Multiscale Bayesian Segmentation Using a Trainable Context Model,'' {\em IEEE Trans. on Image Processing,} pp. 511-525, vol. 10, no. 4, April 2001.

pdf Hui Chang, Document Image Segmentation and Compression,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, July 1999.