JOURNAL of the JAPANESE SOCIETY of AGRICULTURAL MACHINERY
Online ISSN : 1884-6025
Print ISSN : 0285-2543
ISSN-L : 0285-2543
Discrimination of Strawberry Class Using 3D Image Processing
Tetsuo KATAYAMAKenji IMOUTsuguo OKAMOTOYutaka KAIZUKousuke TSUKANO
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JOURNAL FREE ACCESS

2003 Volume 65 Issue 2 Pages 71-76

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Abstract

Three-dimensional shape features were examined for the distinction of the strawberry shape. First, the three-dimensional coordinates were calculated using a three-dimensional shape entry machine. From the coordinates, eight parameters were proposed. The classification was not adequate when using only one parameter. So, several parameters were selected using step wise decision. The Bayes' estimate and neural network were performed according to the selected parameters. As a result, the agreement percentage with the judgement by the act of man exceeded 90%.

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© The Japanese Society of Agricultural Machinery
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