1403/02/01
فردین اخلاقیان طاب

فردین اخلاقیان طاب

مرتبه علمی: دانشیار
ارکید:
تحصیلات: دکترای تخصصی
اسکاپوس: 9635715500
دانشکده: دانشکده مهندسی
نشانی:
تلفن:

مشخصات پژوهش

عنوان
Real Time Identification of Rice Varieties UsingTexture Features Based on Classifier Fusion Method
نوع پژوهش
Presentation
کلیدواژه‌ها
bulk rice, texture, classifier fusion, run length matrix
سال
2012
پژوهشگران Seyed Jalaleddin Mousavi Rad ، Fardin Akhlaghian Tab ، Kaveh Mollazade

چکیده

This paper describes a classifier fusion method for identification of rice variety as bulk samples using run length matrix features. Forty four features from run length matrix were extracted from bulk samples of different rice varieties. To find the best features, imperialist competition based feature selection was used. Finally, seventeen features were selected as the superior ones. The overall classification accuracy, found by classifier fusion technique, was achieved as %93.38.