Further results on MAP optimality and strong consistency of certain classes of morphological filters

N. D. Sidiropoulos; J. S. Baras; C. A. Berenstein

doi:10.1109/83.495959

Further results on MAP optimality and strong consistency of certain classes of morphological filters

N. D. Sidiropoulos, J. S. Baras, C. A. Berenstein

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Abstract

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.

Original language	English (US)
Pages (from-to)	762-764
Number of pages	3
Journal	IEEE Transactions on Image Processing
Volume	5
Issue number	5
DOIs	https://doi.org/10.1109/83.495959
State	Published - 1996
Externally published	Yes

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10.1109/83.495959

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title = "Further results on MAP optimality and strong consistency of certain classes of morphological filters",

abstract = "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.",

author = "Sidiropoulos, {N. D.} and Baras, {J. S.} and Berenstein, {C. A.}",

year = "1996",

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AU - Berenstein, C. A.

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AB - 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.

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JO - IEEE Transactions on Image Processing

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Further results on MAP optimality and strong consistency of certain classes of morphological filters

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