X-RAY APPLICATIONS IN FOOD AND AGRICULTURE: A REVIEW

被引:0
作者
Mathanker, S. K. [1 ]
Weckler, P. R. [2 ]
Bowser, T. J. [2 ]
机构
[1] Univ Illinois, Dept Agr & Biol Engn, Urbana, IL USA
[2] Oklahoma State Univ, Dept Biosyst & Agr Engn, Stillwater, OK 74078 USA
关键词
Classifiers; Food safety; Fruit; Grain; Image processing; Machine vision; Nut; Plant; Segmentation; Soil; X-ray; WATER-CONTENT; NONDESTRUCTIVE DETECTION; COMPUTED-TOMOGRAPHY; DEBONED POULTRY; BONE FRAGMENTS; GRANARY WEEVIL; INSPECTION; WHEAT; SYSTEM; CLASSIFICATION;
D O I
暂无
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
X-ray imaging studies in the food and agriculture sector were surveyed This survey of the literature revealed that x-ray hardware and software have improved considerably since 1990s, when digital x-ray imaging studies began. X-ray imaging has been extensively researched for food inspection. Additionally, there are studies utilizing x-rays to characterize plant and soil properties. Poor image contrast, due to similarity in the attenuation properties of an object and its background, pose a challenge in image segmentation. Development of local adaptive approaches has improved image segmentation and classification accuracies. Hardware developments have resulted in commercial-grade x-ray inspection systems. Future developments in x-ray generation and detection technologies, advances in image processing algorithms, and worldwide food safety concerns indicate increased opportunities for x-ray inspection in the food and agriculture sector.
引用
收藏
页码:1227 / 1239
页数:13
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