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基于多視角圖像的植物葉片建模與曲面面積測量
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國家高技術研究發(fā)展計劃(863計劃)資助項目(2012AA101903);國家自然科學基金資助項目(30600371);教育部重點資助項目(109090)


Plant Leaf Modeling and Surface Area Measuring Based on Multi-view Images
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    摘要:

    針對現(xiàn)有測量植物葉片面積方法會對葉片造成一定程度的損傷,,提出一種直接對自然生長狀態(tài)下的葉片進行測量的方法,。首先,對數(shù)碼相機進行校正獲取相機參數(shù),,從多角度拍攝自然生長狀態(tài)下的葉片,;然后,利用PhotoModeler軟件對圖像進行處理,,獲得葉片三維點云模型,;再利用Matlab編程實現(xiàn)葉片的三維曲面建模并計算曲面面積。將該測量結果與采用掃描儀結合Photoshop測量結果進行了對比,,實驗結果表明,,提出的方法對自然狀態(tài)下的葉片測量效果良好,精度達99%,。

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    The existing methods of leaf area measuring would cause certain damage to the leaf, so a measurement method of the leaf area in natural growing state was put forward. The digital camera was calibrated to get camera parameters; then leaf images at various angles in natural growing state were shot and processed by PhotoModeler software. The 3-D point cloud model of leaf was built up. The 3-D surface modeling and surface area calculating of leaf were achieved by using Matlab software. The measuring results and the calculating results with combination method of scanner and Photoshop software were compared. It showed that the accuracy of calculating results reached to 99%.

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張衛(wèi)正,徐武峰,裘正軍,吳翔,吳武豪,何勇.基于多視角圖像的植物葉片建模與曲面面積測量[J].農業(yè)機械學報,2013,44(7):229-234. Zhang Weizheng, Xu Wufeng, Qiu Zhengjun, Wu Xiang, Wu Wuhao, He Yong. Plant Leaf Modeling and Surface Area Measuring Based on Multi-view Images[J]. Transactions of the Chinese Society for Agricultural Machinery,2013,44(7):229-234.

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  • 在線發(fā)布日期: 2013-06-20
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