CIVILICA We Respect the Science
(ناشر تخصصی کنفرانسهای کشور / شماره مجوز انتشارات از وزارت فرهنگ و ارشاد اسلامی: ۸۹۷۱)

Cantaloupe Volume Determination through Image Processing

عنوان مقاله: Cantaloupe Volume Determination through Image Processing
شناسه ملی مقاله: JR_JASTMO-11-5_011
منتشر شده در در سال 1388
مشخصات نویسندگان مقاله:

M. Rashidi - Department of Agricultural Machinery, Faculty of Agriculture, Islamic Azad University, Takestan Branch, Islamic Republic of Iran.
M. Gholami - Department of Agricultural Machinery, Faculty of Agriculture, Islamic Azad University, Takestan Branch, Islamic Republic of Iran.
S. Abbassi - Department of Agricultural Machinery, Faculty of Agriculture, Islamic Azad University, Takestan Branch, Islamic Republic of Iran.

خلاصه مقاله:
Cantaloupe (Cucumis melo) volume was measured using water displacement and image processing methods. The volume determined from image processing method was compared to the volume determined by the water displacement method using the paired samples t-test and the Bland-Altman approach. The paired samples t-test results showed that the volume determined by image processing method was not significantly (P> ۰.۰۵) different from the volume measured through water displacement method. The mean and standard deviation of the volume difference between the two methods were -۸۱.۱ cm۳ and ۲۳۷.۴ cm۳, respectively (۹۵% confidence interval: -۲۱۲.۵ and ۵۰.۴ cm۳, P= ۰.۲۰۷). The average percentage difference between the two methods was ۷.۶۰%. The Bland-Altman approach was also indicated to be a satisfactory, image processing method suitable for volume estimation of almost all size cantaloupe. Accordingly, image processing provides an accurate, simple, rapid and non-invasive method to estimate fruit volume and can be easily implemented in monitoring fruit growth as well as in sorting of fruits during postharvest processing.

کلمات کلیدی:
Cantaloupe, Fruit sorting

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1827154/