Selected Publications in Hierarchical Random Field Models:

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Publications on Multiscale Random Fields and Spatial Random Trees

1. acrobat J. M. Siskind, J. Sherman, Jr., I. Pollak, M. P. Harper, and C. A. Bouman, ``Spatial Random Tree Grammers for Modeling Hierarchal Structure in Images with Regions of Arbitrary Shape,'' {\em IEEE Trans. on Pattern Anal. and Mach. Intell.}, pp. 1504-1519, vol. 29, no. 9, September 2007.

2. acrobat Wiley Wang, Ilya Pollak, Tak-Shing Wong, Charles A. Bouman, Mary P. Harper, and Jeff Siskind, ``Hierarchical Stochastic Image Grammars for Classification and Segmentation,'' {\em IEEE Trans. on Image Processing,} pp. 3033-3052, vol. 15, no. 10, October 2006.

3. postscript acrobat T. Frese, C. A. Bouman, and K. Sauer, ``Adaptive Wavelet Graph Model for Bayesian Tomographic Reconstructions,'' {\em IEEE Trans. on Image Processing,} pp. 756-770, vol. 11, July 2002.

4. postscript acrobat 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.

   postscript acrobat scanned acrobat 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.