Automatic design of morphological algorithms for machine vision

Image analysis – Pattern recognition – Classification

Reexamination Certificate

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Details

C382S159000, C382S160000, C382S165000, C382S225000, C382S228000

Reexamination Certificate

active

10339433

ABSTRACT:
The present invention provides a technique for automated selection of a parameterized operator sequence to achieve a pattern classification task. A collection of labeled data patterns is input and statistical descriptions of the inputted labeled data patterns are then derived. Classifier performance for each of a plurality of candidate operator/parameter sequences is determined. The optimal classifier performance among the candidate classifier performances is then identified. Performance metric information, including, for example, the selected operator sequence/parameter combination, will be outputted. The operator sequences selected can be chosen from a default set of operators, or may be a user-defined set. The operator sequences may include any morphological operators, such as, erosion, dilation, closing, opening, close-open, and open-close.

REFERENCES:
patent: 5412593 (1995-05-01), Magel et al.
patent: 5671294 (1997-09-01), Rogers et al.
patent: 5926804 (1999-07-01), Tufts et al.
patent: 5956419 (1999-09-01), Kopec et al.
patent: 6021383 (2000-02-01), Domany et al.
patent: 6546378 (2003-04-01), Cook
patent: 6711819 (2004-03-01), Stall et al.
patent: 6754389 (2004-06-01), Dimitrova et al.
patent: 7024033 (2006-04-01), Li et al.
patent: 2001/0043722 (2001-11-01), Wildes et al.
patent: 2002/0159627 (2002-10-01), Schneiderman et al.
patent: 2002/0164070 (2002-11-01), Kuhner et al.

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