An intelligent crop cultivation system based on computer vision with a multiplex switch approach

in International Symposium (oral presentation paper), 國際研討會(全文口頭發表)
標題An intelligent crop cultivation system based on computer vision with a multiplex switch approach
出版類型國際研討會(全文口頭發表)
出版年度2017
AuthorsChung-Liang Chang, 張仲良, Kuan-Ming Lin 林冠旻, & Wei-Lun Fu 傅偉倫
出版日期Jul 16 2017 12:0
會議地點Spokane, Washington
其他編號0000
中文摘要

This paper proposes a multiplex switch approach based on computer vision for the selection of crop
cultivation tasks. An image processing technique was used to identify weeds, crops, and the humidity of the soil in the
cultivation field. Field images were collected to offer the identifier to estimate the desired pattern. Then, the classification
results would be sent to a decision module that would then set the schedules for the corresponding operations, such as
weeding, watering, and chemical spraying. The fuzzy-logic inference method was used to determine the soil humidity and
produce a drive signal for water irrigation operations. Information from a soil humidity sensor served as the reference
signal for the inference engine. The simulated results demonstrated the effectiveness and feasibility of the proposed
system.

網址https://elibrary.asabe.org/abstract.asp?aid=48078
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