Grading of Cured Tobacco Leaves
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چکیده
In this chapter, we present a novel method of grading cured tobacco leaves, which is the final and vital stage of precision agriculture of tobacco crop. The MUNSELL color model is used to extract color features such as average and standard deviation of hue of cured tobacco leaves of each grade. The extracted features of each grade are aggregated and represented in the form of inter-valued type data and are stored in the knowledgebase. A symbolic classifier has been explored for the purpose of grading. Further, experimentations are conducted on our own real dataset to evaluate the performance of the proposed method. The experimental results reveal the success of the proposed model.
منابع مشابه
Min-max representation of features for grading cured tobacco leaves
In this paper, a new model to grade cured tobacco leaves using symbolic data is proposed. Color features such as average and standard deviation of hue of tobacco leaves are extracted using the Munsell color system. The extracted features of each grade are aggregated and represented in the form of inter-valued type data and stored in the knowledgebase. For a given test sample of a cured tobacco ...
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