Multispectral fluorescence imaging for detection of bovine faeces on Romaine lettuce and baby spinach leaves

被引:13
|
作者
Lee, Hoyoung [1 ]
Everard, Colm D. [2 ]
Kang, Sukwon [3 ]
Cho, Byoung-Kwan [4 ]
Chao, Kuanglin [1 ]
Chan, Diane E. [1 ]
Kim, Moon S. [1 ]
机构
[1] ARS, Environm Microbial & Food Safety Lab, Beltsville Agr Res Ctr, USDA, Beltsville, MD 20705 USA
[2] Univ Coll Dublin, Sch Biosyst Engn, Dublin 4, Ireland
[3] Rural Dev Adm, Natl Acad Agr Sci, Suwon 441100, South Korea
[4] Chungnam Natl Univ, Dept Biosyst Machinery Engn, Taejon 305764, South Korea
关键词
Hyperspectral imaging; Multispectral; Fluorescence; Faecal contamination; Food safety; ESCHERICHIA-COLI O157H7; FECAL CONTAMINATION; HYPERSPECTRAL IMAGERY; UNITED-STATES; APPLES; QUALITY; SYSTEM;
D O I
10.1016/j.biosystemseng.2014.08.019
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Hyperspectral fluorescence imaging with ultraviolet-A excitation was used to evaluate the feasibility of two-waveband fluorescence algorithms for the detection of bovine faecal contaminants on the abaxial and adaxial surfaces of Romaine lettuce and baby spinach leaves. Correlation analysis was used to select the most significant waveband pairs for two-band ratio and difference methods in distinguishing contaminated and uncontaminated leaf areas. For this investigation, two-band ratios using bands at 665.6 nm and 680.0 nm (F665.6/F680.0) for lettuce and at 660.8 nm and 680.0 nm (F660.8/F680.0) for spinach effectively differentiated all contamination spots applied to the lettuce and spinach leaves, respectively. The fluorescence emission peaks for the faecal matter of animals that consume green plant materials and for chlorophyll a occur in close proximity in the red spectral region. Consequently, a high spectral resolution would be required for multispectral imaging with these two-band ratios for online implementation to detect bovine faecal contamination on leafy greens such as Romaine lettuce and baby spinach. Published by Elsevier Ltd on behalf of IAgrE.
引用
收藏
页码:125 / 134
页数:10
相关论文
共 50 条
  • [1] Detection of salmonella species in Romaine lettuce and baby spinach
    Crowley, Erin
    Arbault, Patrice
    Armstrong, Marcia
    Benesh, DeAnn
    Black, James
    Daniels, Will
    Doyle, Michael
    Fatemi, Peyman
    Gombas, David
    Veld, Paul In't
    Johnson, Ronald
    McCallum, Kristina
    McMahon, Wendy
    Mohajer, Sam
    Pourkomailian, Bizhan
    Schwartz, Brooke
    Sharma, Neil
    Shergill, Gurjit
    Shillito, Raymond
    Thompson, Leslie
    Whitaker, Bob
    Woodbury, Robyn
    Acheson, David
    Coates, Scott
    Journal of AOAC International, 2015, 98 (04) : 1083 - 1089
  • [2] Hyperspectral Determination of Fluorescence Wavebands for Multispectral Imaging Detection of Multiple Animal Fecal Species Contaminations on Romaine Lettuce
    Cho, Hyunjeong
    Kim, Moon S.
    Kim, Sungyoun
    Lee, Hoonsoo
    Oh, Mirae
    Chung, Soo Hyun
    FOOD AND BIOPROCESS TECHNOLOGY, 2018, 11 (04) : 774 - 784
  • [3] Hyperspectral Determination of Fluorescence Wavebands for Multispectral Imaging Detection of Multiple Animal Fecal Species Contaminations on Romaine Lettuce
    Hyunjeong Cho
    Moon S. Kim
    Sungyoun Kim
    Hoonsoo Lee
    Mirae Oh
    Soo Hyun Chung
    Food and Bioprocess Technology, 2018, 11 : 774 - 784
  • [4] Effects of gamma irradiation on the survival of Pseudomonas fluorescens inoculated on romaine lettuce and baby spinach
    Olanya, Ocen M.
    Niemira, Brendan A.
    Phillips, John G.
    LWT-FOOD SCIENCE AND TECHNOLOGY, 2015, 62 (01) : 55 - 61
  • [5] Microbial Quality of Bagged Baby Spinach and Romaine Lettuce: Effects of Top versus Bottom Sampling
    Kase, Julie A.
    Borenstein, Stacey
    Blodgett, Robert J.
    Feng, Peter C. H.
    JOURNAL OF FOOD PROTECTION, 2012, 75 (01) : 132 - 136
  • [6] A comparison of hyperspectral reflectance and fluorescence imaging techniques for detection of contaminants on spinach leaves
    Everard, Colm D.
    Kim, Moon S.
    Lee, Hoyoung
    JOURNAL OF FOOD ENGINEERING, 2014, 143 : 139 - 145
  • [7] Relative efficacy of sodium hypochlorite wash versus irradiation to inactivate Escherichia coli O157:H7 internalized in leaves of romaine lettuce and baby spinach
    Niemira, Brendan A.
    JOURNAL OF FOOD PROTECTION, 2007, 70 (11) : 2526 - 2532
  • [8] Multispectral fluorescence imaging device for malignancy detection
    Bocher, T
    Luhmann, T
    Baier, S
    Dierolf, M
    Naumann, M
    Beuthan, J
    Berlien, HP
    Muller, G
    OPTICAL BIOPSIES AND MICROSCOPIC TECHNIQUES II, 1997, 3197 : 60 - 67
  • [9] Steady-state multispectral fluorescence imaging system for plant leaves
    Kim, MS
    McMurtrey, JE
    Mulchi, CL
    Daughtry, CST
    Chappelle, EW
    Chen, YR
    APPLIED OPTICS, 2001, 40 (01) : 157 - 166
  • [10] Multispectral fluorescence imaging for tumor detection and molecular biology
    Svensson, Jenny
    Axelsson, Johan
    Johansson, Ann
    Bendsoe, Niels
    Svanberg, Katarina
    Andersson-Engels, Stefan
    2006 IEEE LEOS ANNUAL MEETING CONFERENCE PROCEEDINGS, VOLS 1 AND 2, 2006, : 227 - +