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A Parallel Algorithm for Stochastic Image Segmentation
May 1986 (vol. 8 no. 5)
pp. 594-603
Hon-Son Don, School of Electrical Engineering, Purdue University, West Lafayette, IN 47907; Department of Electrical Engineering, State University of New York, Stony Brook, NY 11794.
King-Sun Fu, School of Electrical Engineering, Purdue University, West Lafayette, IN 47907.
A parallel algorithm for syntactic image segmentation is introduced. Stochastic tree grammar is used as a context-generating model. It is shown that when this context-generating process is in the equilibrium state, a matched filter can be designed and applied in parallel to the image. This process can be used for image segmentation in a syntactic pattern recognition system to enhance the performance of the succeeding recognition process.
Citation:
Hon-Son Don, King-Sun Fu, "A Parallel Algorithm for Stochastic Image Segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 8, no. 5, pp. 594-603, May 1986, doi:10.1109/TPAMI.1986.4767834
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