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基于Android手機的水稻劍葉角測量系統(tǒng)
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公益性行業(yè)(農(nóng)業(yè))科研專項經(jīng)費資助項目(201203026)、國家高技術(shù)研究發(fā)展計劃(863計劃)資助項目(2012AA10A503)和北京市自然科學(xué)基金資助項目(4142019)


Measurement System of Rice Flag Leaf Angle Based on Android Smart Phone
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    摘要:

    為了快速、無損地測量水稻劍葉角,設(shè)計了基于Android智能手機的便攜式水稻劍葉角無損測量系統(tǒng)。采用智能手機后置攝像頭獲取水稻劍葉基部圖像,經(jīng)過圖像預(yù)處理、直線檢測、K-means聚類和向量方法等處理過程,得到水稻劍葉角?;贏ndroid編程技術(shù)對系統(tǒng)軟件進行設(shè)計,實現(xiàn)了在Android平臺下利用JNI和Android NDK調(diào)用基于OpenCV庫的劍葉角提取圖像處理算法,實現(xiàn)了新建試驗、材料信息輸入、攝像頭獲取劍葉基部圖像、計算輸出劍葉角及保存數(shù)據(jù)等界面操作流程。利用該測量系統(tǒng)在田間對4個品種的80株水稻進行劍葉角測量試驗,以驗證系統(tǒng)性能。試驗結(jié)果表明,和人工用量角器測量結(jié)果相比,該系統(tǒng)測量的平均絕對誤差為1.34°,相對誤差為2.7%,測量值和真實值相關(guān)系數(shù)為0.997,能有效測量劍葉角。

    Abstract:

    In order to measure the rice flag leaf angle rapidly and nondestructively, a portable system for measuring rice flag leaf angle based on Android smart phone was developed. The rear camera of the smartphone was used for flag leaf images acquisition, and the flag leaf angle was obtained through image preprocessing, lines detection, K-means clustering and vector method. The interfaces and function modules of system software were designed by using the Android programming technology, which realized the extraction algorithm of rice flag leaf angle using JNI and Android NKD to call OpenCV database in the Android platform. It can complete the operational flows of new test establishing, material information inputting, flag leaf images obtaining, angle value outputting as well as interface saving. 80 plants of rices in four varieties were tested to verify the system performance. The test results demonstrated that, comparing with the measurement results of protractors, the average absolute error of this system was 1.34°, the relative error was 2.7%, and the correlation coefficient between the observed values and actual values was 0.997. It was indicated that the proposed system could effectively measure the rice flag leaf angles.

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路文超,趙 勇,羅 斌,潘大宇,王 成.基于Android手機的水稻劍葉角測量系統(tǒng)[J].農(nóng)業(yè)機械學(xué)報,2015,46(11):296-301. Lu Wenchao, Zhao Yong, Luo Bin, Pan Dayu, Wang Cheng. Measurement System of Rice Flag Leaf Angle Based on Android Smart Phone[J]. Transactions of the Chinese Society for Agricultural Machinery,2015,46(11):296-301.

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  • 收稿日期:2015-03-18
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  • 在線發(fā)布日期: 2015-11-10
  • 出版日期: 2015-11-10