Hyperspectral imaging - an emerging process analytical tool for food quality and safety control

被引:1042
作者
Gowen, A. A. [1 ]
O'Donnell, C. P.
Cullen, P. J.
Downey, G.
Frias, J. M.
机构
[1] Univ Coll Dublin, Sch Agr Food Sci & Vet Med, Dublin 2, Ireland
[2] Dublin Inst Technol, Sch Food Sci & Environm Hlth, Dublin 1, Ireland
[3] Teagasc Ashtown Food Res Ctr, Dublin 15, Ireland
关键词
D O I
10.1016/j.tifs.2007.06.001
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Hyperspectral imaging (HSI) is an emerging platform technology that integrates conventional imaging and spectroscopy to attain both spatial and spectral information from an object. Although HSI was originally developed for remote sensing, it has recently emerged as a powerful process analytical tool for non-destructive food analysis. This paper provides an introduction to hyperspectral imaging: HSI equipment, image acquisition and processing are described; current limitations and likely future applications are discussed. In addition, recent advances in the application of HSI to food safety and quality assessment are reviewed, such as contaminant detection, defect identification, constituent analysis and quality evaluation.
引用
收藏
页码:590 / 598
页数:9
相关论文
共 68 条
[11]   Recent developments in the applications of image processing techniques for food quality evaluation [J].
Du, CJ ;
Sun, DW .
TRENDS IN FOOD SCIENCE & TECHNOLOGY, 2004, 15 (05) :230-249
[12]   Bacterial identification by near-infrared chemical imaging of food-specific cards [J].
Dubois, J ;
Lewis, EN ;
Fry, FS ;
Calvey, EM .
FOOD MICROBIOLOGY, 2005, 22 (06) :577-583
[13]   Hyperspectral imaging for nondestructive determination of some quality attributes for strawberry [J].
ElMasry, Garnal ;
Wang, Ning ;
ElSayed, Adel ;
Ngadi, Michael .
JOURNAL OF FOOD ENGINEERING, 2007, 81 (01) :98-107
[14]   Raman spectroscopy and chemical imaging for quantification of filtered waterborne bacteria [J].
Escoriza, Maria Fernanda ;
VanBriesen, Jeanne M. ;
Stewart, Shona ;
Maier, John ;
Treado, Patrick J. .
JOURNAL OF MICROBIOLOGICAL METHODS, 2006, 66 (01) :63-72
[15]  
Ferris D G, 2001, J Low Genit Tract Dis, V5, P65, DOI 10.1097/00128360-200104000-00001
[16]   IMAGING SPECTROMETRY FOR EARTH REMOTE-SENSING [J].
GOETZ, AFH ;
VANE, G ;
SOLOMON, JE ;
ROCK, BN .
SCIENCE, 1985, 228 (4704) :1147-1153
[17]  
GOMEZSANCHIS J, 2004, 2004 CIGR INT C BEIJ
[18]  
Hege K, 2003, P SOC PHOTO-OPT INS, V5159, P380, DOI 10.1117/12.506426
[19]   Detection of nematodes in cod (Gadus morhua) fillets by imaging spectroscopy [J].
Heia, Karsten ;
Sivertsen, Agnar H. ;
Stormo, Svein K. ;
Elvevoll, Edel ;
Wold, Jens Petter ;
Nilsen, Heidi .
JOURNAL OF FOOD SCIENCE, 2007, 72 (01) :E11-E15
[20]   A review of the analytical methods coupled with chemometric tools for the determination of the quality and identity of dairy products [J].
Karoui, Romdhane ;
De Baerdemaeker, Josse .
FOOD CHEMISTRY, 2007, 102 (03) :621-640