Document Detail

Further results on MAP optimality and strong consistency of certain classes of morphological filters.
MedLine Citation:
PMID:  18285165     Owner:  NLM     Status:  In-Data-Review    
Morphological openings and closings can be viewed as consistent MAP estimators of smooth random binary image signals immersed in i.i.d. clutter, or suffering from i.i.d. random dropouts. We revisit this viewpoint under much more general assumptions and show that, quite surprisingly, the above interpretation is still valid.
N D Sidiropoulos; J S Baras; C A Berenstein
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Publication Detail:
Type:  Journal Article    
Journal Detail:
Title:  IEEE transactions on image processing : a publication of the IEEE Signal Processing Society     Volume:  5     ISSN:  1057-7149     ISO Abbreviation:  IEEE Trans Image Process     Publication Date:  1996  
Date Detail:
Created Date:  2008-02-20     Completed Date:  -     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  9886191     Medline TA:  IEEE Trans Image Process     Country:  United States    
Other Details:
Languages:  eng     Pagination:  762-4     Citation Subset:  -    
Dept. of Electr. Eng., Maryland Univ., College Park, MD.
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