SMAP and TSMAP Segmentation Software and Data

README File
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.

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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.

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Test Images from Papers

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

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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.

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