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基于Harris算子的籽粒尖端識(shí)別方法
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國(guó)家自然科學(xué)基金資助項(xiàng)目(60975007,、61003151,、31000670)、中央高校基本科研業(yè)務(wù)費(fèi)專項(xiàng)資金資助項(xiàng)目(QN2009091)和西北農(nóng)林科技大學(xué)人才專項(xiàng)資金資助項(xiàng)目(Z111020902)


Identification of Tipcap of Agricultural Kernel Based on Harris Algorithm
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    摘要:

    通過籽粒尖端形態(tài)特征分析,,提出了一種基于Harris角點(diǎn)檢測(cè)的籽粒尖端識(shí)別方法。Harris算子在一個(gè)局部區(qū)域中檢測(cè)角特征,,作為籽粒最明顯的角結(jié)構(gòu),,尖端在Harris角點(diǎn)檢測(cè)中具有最大的響應(yīng)值,使其對(duì)尖端不明顯的籽粒也有良好的響應(yīng),。通過對(duì)玉米,、南瓜和西葫蘆等具有尖端特征的750粒籽粒的測(cè)試結(jié)果表明,提出算法的尖端檢測(cè)綜合準(zhǔn)確率為95.6%,。

    Abstract:

    By analyzing morphological feature of tipcap of agricultural kernel, a tipcap identification algorithm based on Harris corner detector was developed. Harris algorithm detected the corner within a local region. As the most obvious corner structure, the tipcap had the maximal response to Harris corner detector, which made it can detect the kernels without the obvious tipcap accurately. The kernels with tipcap of corn, pumpkin and summer squash were selected for the test. The experimental results on 750 kernels showed that the proposed method got overall accuracy of 95.6% for tipcap of kernels.

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楊蜀秦,寧紀(jì)鋒,何東健.基于Harris算子的籽粒尖端識(shí)別方法[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2011,42(3):166-169. Yang Shuqin,Ning Jifeng,He Dongjian. Identification of Tipcap of Agricultural Kernel Based on Harris Algorithm[J]. Transactions of the Chinese Society for Agricultural Machinery,2011,42(3):166-169.

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