نوع مقاله : مقاله پژوهشی
نویسندگان
1 کارشناس ارشد، دانشگاه شهید باهنر کرمان
2 دانشیار، دانشگاه شهید باهنر کرمان
3 دانشجوی کارشناسی، دانشگاه تربیت مدرس تهران
چکیده
کلیدواژهها
عنوان مقاله [English]
نویسندگان [English]
A new method based upon Gabor filter and machine vision for the recognition of pistachio varieties is proposed throughout the current study. In the suggested method, the image of a set number of pistachios is considered to represent a texture; instead of one by one pistachio processing (which is actually done in the current methods) the new method is expected to represent a higher rating as well as a higher performance. To evaluate the proposed method, it was applied on an image of a set of pistachios' containing 1000 sub-images of 5 varieties of the fruit and using a K-means clustering to classify the product. The experimental results confirm the efficiency of the method by a classification rating of 94.8%.
کلیدواژهها [English]
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