Maximum likelihood discriminant analysis on the plane using a Markovian model of spatial context (Q1063982)
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scientific article; zbMATH DE number 3919582
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Maximum likelihood discriminant analysis on the plane using a Markovian model of spatial context |
scientific article; zbMATH DE number 3919582 |
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Maximum likelihood discriminant analysis on the plane using a Markovian model of spatial context (English)
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1985
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A method is presented for utilising spatial information in performing discriminant analysis on multivariate data at each point on a regular lattice, as for example with LANDSAT. The spatial information is modelled as a particularly simple Markov random field. The discriminant analysis is based on the maximum likelihood method. The results are compared with alternatives by Monte Carlo simulation, and seem to be encouraging.
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spatial process
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context
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spatial information
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discriminant analysis
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regular lattice
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LANDSAT
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Markov random field
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maximum likelihood method
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Monte Carlo simulation
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