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Block-iterative methods for image reconstruction from projections

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1 Author(s)
Byrne, C.L. ; Dept. of Math., Massachusetts Univ., Lowell, MA, USA

The simultaneous MART algorithm (SMART) and the expectation maximization method for likelihood maximization (EMML) are extended to block-iterative versions, BI-SMART and BI-EMML, that converge to a solution in the feasible case, for any choice of subsets. The BI-EMML reduces to the “ordered subset” EMML of Hudson et al. (1992, 1994) when their “subset balanced” property holds

Published in:

Image Processing, IEEE Transactions on  (Volume:5 ,  Issue: 5 )

Date of Publication:

May 1996

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