Automatic unhulled rice grain crack detection by X-ray imaging

Pothula, Anand Kumar and Bal, Satish (2007) Automatic unhulled rice grain crack detection by X-ray imaging. Transactions of the ASABE, 50 (5). pp. 1907-1911. ISSN 0001-2351

Text (Published Version)
2007 Automatic unhulled rice grain crack detection by x-ray imaging.pdf

Download (345kB) | Preview


Crack detection of incoming paddy (unhulled rice grain) is an important step in the rice milling industry, as paddy grains with cracks severely affect the milling yield. The present method of crack detection by manually dehusking and examining kernels under light is laborious, time consuming, and highly subjective. The potential of x-ray imaging for paddy grain crack detection was investigated. Algorithms were developed for automatic detection of paddy cracks from the x-ray image. Hough transform was used to determine the cracks in the final segmented image. A graphical user interface (GUI) was developed for displaying the number of cracks in the given x-ray image.

Statistics for USQ ePrint 35702
Statistics for this ePrint Item
Item Type: Article (Commonwealth Reporting Category C)
Refereed: Yes
Item Status: Live Archive
Additional Information: Published version deposited in accordance with the copyright policy of the publisher.
Faculty/School / Institute/Centre: No Faculty
Faculty/School / Institute/Centre: No Faculty
Date Deposited: 08 Aug 2019 03:28
Last Modified: 09 Aug 2019 05:15
Uncontrolled Keywords: cracks, detection, paddy, segmentation, x‐ray.
Fields of Research (2008): 09 Engineering > 0999 Other Engineering > 099901 Agricultural Engineering
Fields of Research (2020): 40 ENGINEERING > 4099 Other engineering > 409901 Agricultural engineering

Actions (login required)

View Item Archive Repository Staff Only