亚洲一区欧美在线,日韩欧美视频免费观看,色戒的三场床戏分别是在几段,欧美日韩国产在线人成

自然條件下番茄成熟度機(jī)器人判別模型
作者:
作者單位:

作者簡介:

通訊作者:

中圖分類號(hào):

基金項(xiàng)目:


on Maturity of Harvesting-tomato for Robot under Natural Conditions
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 圖/表
  • |
  • 訪問統(tǒng)計(jì)
  • |
  • 參考文獻(xiàn)
  • |
  • 相似文獻(xiàn)
  • |
  • 引證文獻(xiàn)
  • |
  • 資源附件
  • |
  • 文章評(píng)論
    摘要:

    針對(duì)機(jī)器人采摘番茄因用途不同而進(jìn)行選擇性收獲的問題,對(duì)人工選擇的番茄圖像樣本集進(jìn)行特征分析,從番茄的攝像機(jī)透視幾何出發(fā),提出將番茄表面紅色調(diào)所占著色面積比與其他色調(diào)所占著色面積比的差值作為描述番茄成熟程度的主要分組特征。利用該特征并結(jié)合番茄著色區(qū)域整體色調(diào)均值和方差,用BP神經(jīng)網(wǎng)絡(luò)建立番茄成熟度的判別模型。通過模型測試和噪聲水平測試表明,將著色面積比差值和色調(diào)均值作為模型的兩個(gè)輸入時(shí),模型的準(zhǔn)確判別率和抗干擾能力都是最佳的。模型測試的準(zhǔn)確判別率為97.5%,當(dāng)噪聲水平在0.05以下時(shí)準(zhǔn)確判別率可達(dá)到95.26%以上,可以為番茄自動(dòng)收獲作業(yè)提供一定的理論參考依據(jù)。

    Abstract:

    Aiming at the problems of selective harvesting-tomato for robot according to various purposes, feature extraction and analysis of tomato image from artificial selection were firstly performed. Proceeding from camera perspective geometry of tomato, difference value between rendering area ratio of red hue to whole tomato region and rendering area ratio of other hue to whole tomato region was presented by way of main grouping feature of judgment model to describe maturity of tomato. An automatic judgment model on maturity of tomato based on BP NN was built up by using above feature combined with hue mean and variance of whole rendering region of tomato. Validation test and noise level test of models show that the model can keep higher accuracy and nicer anti-interference when difference value of area ratio and hue mean are selected as two inputs of BP NN. The accuracy of validation test and noise level test is 97.5%. The accuracy can reach above 95.26% when noise level is under0.05. The model can provide theoretical reference of automatic harvesting-tomato for robot.

    參考文獻(xiàn)
    相似文獻(xiàn)
    引證文獻(xiàn)
引用本文

尹建軍,毛罕平,王新忠,沈?qū)殗?自然條件下番茄成熟度機(jī)器人判別模型[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2009,40(10):146-150. on Maturity of Harvesting-tomato for Robot under Natural Conditions[J]. Transactions of the Chinese Society for Agricultural Machinery,2009,40(10):146-150.

復(fù)制
分享
文章指標(biāo)
  • 點(diǎn)擊次數(shù):
  • 下載次數(shù):
  • HTML閱讀次數(shù):
  • 引用次數(shù):
歷史
  • 收稿日期:
  • 最后修改日期:
  • 錄用日期:
  • 在線發(fā)布日期:
  • 出版日期:
文章二維碼