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231224s1984 xx ||||| 00| ||eng c |
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|a (NLM)22499662
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|a DE-627
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|e rakwb
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|a eng
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| 100 |
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|a Chesney, R H
|e verfasserin
|4 aut
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|a Identification of metallic spheroids by classification of their electromagnetic induction responses
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|c 1984
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| 336 |
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|a Text
|b txt
|2 rdacontent
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|a ohne Hilfsmittel zu benutzen
|b n
|2 rdamedia
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|a Band
|b nc
|2 rdacarrier
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|a Date Completed 02.10.2012
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|a Date Revised 12.11.2019
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|a published: Print
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|a Citation Status PubMed-not-MEDLINE
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|a An investigation into the feasibility of applying pattern recognition concepts to the classification of metallic objects by their electromagnetic induction responses was performed. The effect on the response of a limited set of steel spheroids due to various factors such as object shape, size, and orientation was examined and a pattern recognition scheme based on these results was proposed. Implementation of the scheme involved the development of a novel extension to the nearest mean vector type of classifier in which the concept of the class mean as a point in feature space was generalized to be a curve. The resultant pattern recognition scheme was tested on a representative test set which included 815 responses, corresponding to 104 variations in object and orientation. A success rate of greater than 96 percent was achieved. It is noted that the classifier extension developed provides a viable approach to classification of responses that very continuously with respect to a single parameter
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|a Journal Article
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|a Das, Y
|e verfasserin
|4 aut
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|a McFee, J E
|e verfasserin
|4 aut
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|a Ito, M R
|e verfasserin
|4 aut
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|i Enthalten in
|t IEEE transactions on pattern analysis and machine intelligence
|d 1979
|g 6(1984), 6 vom: 01. Juni, Seite 809-20
|w (DE-627)NLM098212257
|x 1939-3539
|7 nnas
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| 773 |
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|g volume:6
|g year:1984
|g number:6
|g day:01
|g month:06
|g pages:809-20
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|d 6
|j 1984
|e 6
|b 01
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|h 809-20
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