FUNGAL INFECTION IN POTATO TUBER USING THERMAL IMAGING

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FAROKHZAD SAEID; MODARESE MOTLAGH ASAD; AHMADI MOGHADAM PARVIZ; KHAIERALIPOUR KAMRAN

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Journal: Iranian Journal of Biosystems Engineering Year:2017 | Volume:48 | Issue:3 Page(s): 243-253

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Title

FUNGAL INFECTION IN POTATO TUBER USING THERMAL IMAGING

Author(s)

FAROKHZAD SAEID | MODARESE MOTLAGH ASAD | AHMADI MOGHADAM PARVIZ | KHAIERALIPOUR KAMRAN | Issue Writer Certificate

Keywords

FUNGAL INFECTIONQ2

FUSARIUM SOLANIQ1

THERMOGRAPHYQ1

SUPPORT VECTOR MACHINEQ1

Abstract

Potato dry rot is one of the most detrimental diseases affecting on potato tubers caused by FUSARIUM SOLANI fungus. In order to prevent the expansion of potato dry rot and the losses caused by this disease, the fungi must be detected and destroyed. The common methods for detecting contaminations are time-consuming, expensive and painstaking. In this study, a fast and reliable method has been presented based on active THERMOGRAPHY technology. This method was used to detect the healthy tubers from contaminated ones and to classify the different stages of contamination (1 to 9 day after infection). In the active THERMOGRAPHY, two heating temperature levels and four cooling time levels were applied on the samples. The results of variance analysis and compare mean of the average temperature differences between the surfaces of the healthy and contaminated tubers indicated that 90oC heating temperature and 40 s cooling time of the samples was the best treatment for detecting healthy and contaminated tubers. For evaluating the classifier performance, statistical indicators such as accuracy, precision, sensitivity and specificity were calculated. The total accuracy of the classifier was 96.67%.

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APA: Copy

FAROKHZAD, SAEID, MODARESE MOTLAGH, ASAD, AHMADI MOGHADAM, PARVIZ, & KHAIERALIPOUR, KAMRAN. (2017). FUNGAL INFECTION IN POTATO TUBER USING THERMAL IMAGING. IRANIAN JOURNAL OF BIOSYSTEMS ENGINEERING (IRANIAN JOURNAL OF AGRICULTURAL SCIENCES), 48(3), 243-253. SID. https://sid.ir/paper/144303/en

Vancouver: Copy

FAROKHZAD SAEID, MODARESE MOTLAGH ASAD, AHMADI MOGHADAM PARVIZ, KHAIERALIPOUR KAMRAN. FUNGAL INFECTION IN POTATO TUBER USING THERMAL IMAGING. IRANIAN JOURNAL OF BIOSYSTEMS ENGINEERING (IRANIAN JOURNAL OF AGRICULTURAL SCIENCES)[Internet]. 2017;48(3):243-253. Available from: https://sid.ir/paper/144303/en

IEEE: Copy

SAEID FAROKHZAD, ASAD MODARESE MOTLAGH, PARVIZ AHMADI MOGHADAM, and KAMRAN KHAIERALIPOUR, “FUNGAL INFECTION IN POTATO TUBER USING THERMAL IMAGING,” IRANIAN JOURNAL OF BIOSYSTEMS ENGINEERING (IRANIAN JOURNAL OF AGRICULTURAL SCIENCES), vol. 48, no. 3, pp. 243–253, 2017, [Online]. Available: https://sid.ir/paper/144303/en

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