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儲糧害蟲圖像識別的研究進展及展望
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    摘要:

    圖像處理技術檢測儲糧害蟲,具有快速、準確、可視化等優(yōu)點。為了充分利用國內(nèi)外的研究成果,促進我國在該領域的研究與應用,從內(nèi)部害蟲和外部害蟲兩個方面,綜述了基于可見光、近紅外和軟X射線3種方法的計算機圖像處理技術在儲糧害蟲自動識別中的研究進展,分析了各種方法的優(yōu)缺點。提出今后應從新的特征提取、活蟲與死蟲的識別、早期害蟲侵害的檢測、動態(tài)圖像的研究、自動傳輸機構的研制等方面開展深入研究,以實現(xiàn)糧蟲的自動檢測。

    Abstract:

    The detection system for stored-grain pests based on image processing technology has many advantages of rapidness, accuracy, visualization and etc. In order to take full advantages of the foreign and native research findings, improve its research and application in this field in China, the research progress of automatic recognition for stored-grain pests outside and inside grain kernels was summarized by utilizing computer image processing technology based on three methods, such as visible image, near infrared image and soft X-ray. The superiority and inferiority of each method was analyzed. Further key research work from five aspects was presented, such as new feature extraction, recognition of live and dead pests, detection of early pest infestation, dynamic image technique, development of automatic separating and transmitting machine, so the automatic detection of stored-grain pests could be actualized. 

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毛罕平,張紅濤.儲糧害蟲圖像識別的研究進展及展望[J].農(nóng)業(yè)機械學報,2008,39(4):175-179.[J]. Transactions of the Chinese Society for Agricultural Machinery,2008,39(4):175-179.

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