Detection of fecal contamination on leafy greens by hyperspectral imaging

被引:19
作者
Kang, Sukwon [1 ]
Lee, Kangjin [1 ]
Son, Jaeryong [1 ]
Kim, Moon S. [2 ]
机构
[1] Rural Dev Adm, Suwon, South Korea
[2] USDA, Agr Res Serv, Beltsville, MD USA
来源
11TH INTERNATIONAL CONGRESS ON ENGINEERING AND FOOD (ICEF11) | 2011年 / 1卷
关键词
Fecal contamination; leafy greens; hyperspectral imaging; ESCHERICHIA-COLI O157H7; FLUORESCENCE; LEAVES;
D O I
10.1016/j.profoo.2011.09.143
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Because the contaminated fresh produce and raw materials for food with animal fecal matter can introduce foodborne illness, it is necessary to develop an automatic inspection system to detect the fecal contamination on fresh produce. The hyperspectral fluorescence imaging system using ultraviolet-A excitation (320 similar to 400 nm) was investigated to detect the bovine fecal contamination on the abaxial and adaxial surfaces of romaine lettuce and baby spinach leaves. An image processing algorithm to detect the fecal contamination spots for public health concern was investigated while it correctly indentifies the clean leaf surfaces. The developed algorithm could successfully detect the fecal contamination spots on the adaxial and abaxial surfaces of romaine lettuce and baby spinach. (c) 2011 Published by Elsevier B.V. Selection and/or peer-review under responsibility of 11th International Congress on Engineering and Food (ICEF 11) Executive Committee.
引用
收藏
页码:953 / 959
页数:7
相关论文
共 50 条
[41]   Optimization and validation of a loop-mediated isothermal amplification (LAMP) assay for detection of Giardia duodenalis in leafy greens [J].
Lalonde, Laura F. ;
Xie, Vincent ;
Oakley, Jenna R. ;
Lobanov, Vladislav A. .
FOOD AND WATERBORNE PARASITOLOGY, 2021, 23
[42]   Systematic approach for using hyperspectral imaging data to develop multispectral imagining systems: Detection of feces on apples [J].
Lefcout, Alan M. ;
Kim, Moon S. ;
Chen, Yud-Ren ;
Kang, Sukwon .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2006, 54 (01) :22-35
[43]   A polarization sensitive hyperspectral imaging system for detection of differences in tissue properties [J].
Peller, Joseph A. ;
Ceja, Nancy K. ;
Wawak, Amanda J. ;
Trammell, Susan R. .
MULTIMODAL BIOMEDICAL IMAGING XIII, 2018, 10487
[44]   Quantitative Visualization of Fungal Contamination in Peach Fruit Using Hyperspectral Imaging [J].
Qiang Liu ;
Dandan Zhou ;
Siying Tu ;
Hui Xiao ;
Bin Zhang ;
Ye Sun ;
Leiqing Pan ;
Kang Tu .
Food Analytical Methods, 2020, 13 :1262-1270
[45]   Quantitative Visualization of Fungal Contamination in Peach Fruit Using Hyperspectral Imaging [J].
Liu, Qiang ;
Zhou, Dandan ;
Tu, Siying ;
Xiao, Hui ;
Zhang, Bin ;
Sun, Ye ;
Pan, Leiqing ;
Tu, Kang .
FOOD ANALYTICAL METHODS, 2020, 13 (06) :1262-1270
[46]   Detection of Honey Adulteration using Hyperspectral Imaging [J].
Shafiee, Sahameh ;
Polder, Gerrit ;
Minaei, Saeid ;
Moghadam-Charkari, Nasrolah ;
van Ruth, Saskia ;
kus, Piotr M. .
IFAC PAPERSONLINE, 2016, 49 (16) :311-314
[47]   Active hyperspectral imaging system for the detection of liquids [J].
Howle, Chris R. ;
Stothard, David J. M. ;
Rae, Cameron F. ;
Ross, Mark ;
Truscott, Ben S. ;
Dyer, Christopher D. ;
Dunn, Malcolm H. .
CHEMICAL, BIOLOGICAL, RADIOLOGICAL, NUCLEAR, AND EXPLOSIVES (CBRNE) SENSING IX, 2008, 6954
[48]   Hazardous Liquid Detection by Active Hyperspectral Imaging [J].
Howle, Chris R. ;
Frisby, Alexander ;
McIntosh, Alastair J. S. ;
Stothard, David J. M. ;
Dunn, Malcolm H. ;
Robertson, Gordon ;
Miller, William ;
Malcolm, Graeme ;
Maker, Gareth .
OPTICS AND PHOTONICS FOR COUNTERTERRORISM AND CRIME FIGHTING VII OPTICAL MATERIALS IN DEFENCE SYSTEMS TECHNOLOGY VIII AND QUANTUM-PHYSICS-BASED INFORMATION SECURITY, 2011, 8189
[49]   A survey of landmine detection using hyperspectral imaging [J].
Makki, Ihab ;
Younes, Rafic ;
Francis, Clovis ;
Bianchi, Tiziano ;
Zucchetti, Massimo .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017, 124 :40-53
[50]   Infrared hyperspectral imaging for chemical vapour detection [J].
Ruxton, K. ;
Robertson, G. ;
Miller, W. ;
Malcolm, G. P. A. ;
Maker, G. T. ;
Howle, C. R. .
OPTICS AND PHOTONICS FOR COUNTERTERRORISM, CRIME FIGHTING, AND DEFENCE VIII, 2012, 8546