Morphological Markov random fields

Jens Michael Carstensen

doi:10.1016/0167-7152(94)90020-5

Morphological Markov random fields

Jens Michael Carstensen

Research output: Contribution to journal › Journal article › Research › peer-review

Abstract

We introduce a set of morphologically specified Markov random fields, that extends the standard set of models by using the operators of mathematical morphology. These models capture important morphological features in images and this is illustrated by Monte Carlo simulations.

Original language	English
Journal	Statistics and Probability Letters
Volume	20
Issue number	4
Pages (from-to)	321-326
ISSN	0167-7152
DOIs	https://doi.org/10.1016/0167-7152(94)90020-5
Publication status	Published - 1994

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title = "Morphological Markov random fields",

abstract = "We introduce a set of morphologically specified Markov random fields, that extends the standard set of models by using the operators of mathematical morphology. These models capture important morphological features in images and this is illustrated by Monte Carlo simulations.",

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PY - 1994

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N2 - We introduce a set of morphologically specified Markov random fields, that extends the standard set of models by using the operators of mathematical morphology. These models capture important morphological features in images and this is illustrated by Monte Carlo simulations.

AB - We introduce a set of morphologically specified Markov random fields, that extends the standard set of models by using the operators of mathematical morphology. These models capture important morphological features in images and this is illustrated by Monte Carlo simulations.

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DO - 10.1016/0167-7152(94)90020-5

M3 - Journal article

SN - 0167-7152

VL - 20

SP - 321

EP - 326

JO - Statistics and Probability Letters

JF - Statistics and Probability Letters

IS - 4

ER -

Morphological Markov random fields

Abstract

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