Development of high-precision measurement method of fruit color based on digital image analysis
Development of high-precision measurement method of fruit color based on digital image analysis
批准号:
20880035
负责人:
YOSHIOKA Yosuke
金额:
$1.87万
依托单位国家:
日本
项目类别:
Grant-in-Aid for Young Scientists (Start-up)
财政年份:
2008
资助国家:
日本
项目状态:
已结题
起止时间:
2008 至 2009
中文摘要
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英文摘要
In breeding and in pre- and postharvest studies of fruit color, an effective method for evaluating color is needed to replace subjective evaluations by eye. We used a series of data processing and statistical analyses used in content-based image retrieval to evaluate melon and strawberry flesh color, and assessed the efficacy of this approach. This method relies on summarizing color information from images into color signatures, calculating the earth mover's distance (EMD) between color signatures, and multi-dimensional scaling based on an EMD matrix. This method revealed important color features, such as the yellowish-green strength in green-fleshed melons, the relative size of the green and red parts in red-fleshed melons, and the relative size of the white and red parts in strawberry flesh, without the need for an explicit definition of these features. Moreover, this new method performed better at detecting color differences among cultivars than traditional evaluation methods. The method provides effective, objective indicators of fruit color, and shows considerable promise for use in research and breeding programs.
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会议论文
Color signatureに基づくメロン果肉色の画像解析
基于颜色特征的瓜肉颜色图像分析
DOI:
--
发表时间:
2009
期刊:
影响因子:
--
作者:
[Yoshioka Y., N. Fukino, Yosuke Yoshioka, 吉岡洋輔]
通讯作者:
吉岡洋輔
DOI:
10.1007/s10681-009-0071-9
发表时间:
2010-02
期刊:
Euphytica
影响因子:
1.9
作者:
[Y. Yoshioka;N. Fukino]
通讯作者:
Y. Yoshioka;N. Fukino
Study on improvement of flower characteristics for attracting pollinating insects and increasing seed yield
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批准号:18K05612
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项目类别:Grant-in-Aid for Scientific Research (C)
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资助金额:$2.83万
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财政年份:2018
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负责人:YOSHIOKA Yosuke
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依托单位:
Development of breeding techniques based on genome information for improvement of fruit quality traits in cucumber and melon
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批准号:26712004
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项目类别:Grant-in-Aid for Young Scientists (A)
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资助金额:$14.98万
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财政年份:2014
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负责人:YOSHIOKA Yosuke
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依托单位:
Genetic analysis of parthenocarpic ability in melon
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批准号:23780034
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项目类别:Grant-in-Aid for Young Scientists (B)
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资助金额:$2.91万
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财政年份:2011
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负责人:YOSHIOKA Yosuke
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依托单位:
海外基金