X-ray Imaging of Stored Dates to Detect Infestation by Saw-Toothed Beetles |
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| Authors: | Nawal Al-Mezeini Annamalai Manickavasagan Ali Khalfan Al-Wahaibi Ali Ahmed Al-Raeesi Lazhar Khriji |
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| Affiliation: | 1. Department of Soils, Water and Agricultural Engineering, College of Agricultural and Marine Sciences, Sultan Qaboos University, Sultanate of Oman;2. Department of Crop Sciences, College of Agricultural and Marine Sciences, Sultan Qaboos University, Sultanate of Oman;3. Department of Electrical and Computer Engineering, College of Engineering, Sultan Qaboos University, Sultanate of Oman |
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| Abstract: | The objective of this study was to investigate the capability of X-ray imaging in detecting internal infestations caused by the saw-toothed beetle (Oryzaephilus surinamensis L.) in stored dates. Un-infested and infested dates were x-rayed for different life stages (egg, larvae, pupae, and adult) of O. surinamensis. An algorithm was developed to extract 44 features from the X-ray images. Linear discriminant analysis (LDA) was used to discriminate the un-infested and infested dates using extracted features. Overall accuracy of X-ray imaging system was 80% for un-infested and beetle-infested dates. X-ray imaging system yielded around 97% accuracy in detecting internal infestation of dates with an adult beetle while using a pairwise classification method. Further studies are required to investigate the effects of moisture content and hardness of dates in the discrimination between the un-infested and infested dates. |
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| Keywords: | Infestation stored dates Oryzaephilus surinamensis stored products insect detection |
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