Automatic unhulled rice grain crack detection by X-ray imaging

被引：1

作者：

Kumar, P. A. ^{[1
]}

Bal, Satish ^{[1
]}

机构：

[1] Indian Inst Technol, Dept Agr & Food Engn, Kharagpur 721302, W Bengal, India

来源：

TRANSACTIONS OF THE ASABE | 2007年 / 50卷 / 05期

关键词：

cracks; detection; paddy; segmentation; X-ray;

D O I：

暂无

中图分类号：

S2 [农业工程];

学科分类号：

0828 ;

摘要：

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.

引用

页码：1907 / 1911

页数：5

共 50 条

[21] Automatic Bifurcation Detection in Coronary X-Ray Angiographies
Kerkeni, Asma
Ben Abdallah, Asma
Manzanerat, Antoine
Bedoui, Mohamed Hedi
2016 13TH INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS, IMAGING AND VISUALIZATION (CGIV), 2016, : 333 - 338
[22] Automatic Detection of Elbow Abnormalities in X-ray Imagery
Afzal, Mashal
Moazzam, M.
Badar, Rizwan
Narejo, Sanam
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (12) : 391 - 397
[23] Automatic Detection of Body Parts in X-Ray Images
Jeanne, Vincent
Unay, Devrim
Jacquet, Vincent
2009 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPR WORKSHOPS 2009), VOLS 1 AND 2, 2009, : 88 - +
[24] A Robust Crack Filter Based on Local Gray Level Variation and Multiscale Analysis for Automatic Crack Detection in X-ray Images
Peng, Shao-Hu
Hyun-Do Nam
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2016, 11 (04) : 1035 - 1041
[25] A robust crack filter based on local gray level variation and multiscale analysis for automatic crack detection in X-ray images
Peng S.-H.
Nam H.-D.
Nam, Hyun-Do (hdnam@dankook.ac.kr), 1600, Korean Institute of Electrical Engineers (11): : 1037 - 1043
[26] Algorithm for automatic x-ray photoelectron spectroscopy data processing and x-ray photoelectron spectroscopy imaging
Tougaard, S
JOURNAL OF VACUUM SCIENCE & TECHNOLOGY A, 2005, 23 (04): : 741 - 745
[27] INFLUENCE OF SOME X-RAY PENETRAMETERS ON CRACK DETECTION CAPABILITY
RUESCHER, EH
MATERIALS EVALUATION, 1973, 31 (08) : 152 - &
[28] Automatic Differentiation for Inverse Problems in X-ray Imaging and Microscopy
Guzzi, Francesco
Gianoncelli, Alessandra
Bille, Fulvio
Carrato, Sergio
Kourousias, George
LIFE-BASEL, 2023, 13 (03):
[29] Automatic solder joint inspection system by X-ray imaging
Hamada, Toshimitsu
Nakahata, Kozo
Fushimi, Satoru
Morioka, Yoshifumi
Nishida, Takehiko
Seimitsu Kogaku Kaishi/Journal of the Japan Society for Precision Engineering, 1993, 59 (01): : 65 - 71
[30] X-RAY NON-DESTRUCTIVE INSPECTION SYSTEM - AUTOMATIC DEFECT DETECTION BY X-RAY TV
KITADATE, K
OHISHI, M
TANIMOTO, Y
FUJII, M
TOSHIBA REVIEW, 1981, (136): : 19 - 24

← 1 2 3 4 5 →