Development of narrow-band fluorescence index for the detection of aflatoxin contaminated corn

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8027, Issue , 2011, Pages

  Yao, Haibo ^a   Hruska, Zuzana ^a   Kincaid, Russell ^a   Ononye, Ambrose ^a   Brown, Robert L ^b   Bhatnagar, Deepak ^b   Cleveland, Thomas E ^b  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

^b SOUTHERN REGIONAL RESEARCH CENTER   (United States)

Author keywords

aflatoxin; corn; fluorescence hyperspectral image; fluorescence index

Indexed keywords

ANALYTICAL TESTS; ASPERGILLUS FLAVUS; CONTAMINATION DETECTION; CORN; CORN KERNELS; DETECTION ACCURACY; FLUORESCENCE INDEX; FLUORESCENCE INDICES; FOOD AND DRUG ADMINISTRATION; HYPERSPECTRAL DATA; HYPERSPECTRAL IMAGERY; IMAGE BAND; INTERSTATE COMMERCE; NARROW BANDS; NON-INVASIVE WAY; PARTS PER BILLION; QUANTIFICATION METHODS; REAL-TIME DETECTION; SAMPLING TECHNIQUE;

AGRICULTURE; COMMERCE; FLUORESCENCE; POLLUTION DETECTION; REMOTE SENSING;

AFLATOXINS;

EID: 80052236411     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.884400     Document Type: Conference Paper

References (13)

1. Lillesand, T. M., Kiefer, R. W., and Chipman, J. W., "Remote Sensing and Image Interpretation", 6th ed., John Wiley & Sons, Inc., (2008).
2. Thorp, K., Tian, L., Yao, H., and Tang, L., "Narrow-band and derivative-based vegetation indices for hyperspectral data", Transaction of the ASAE, 47(1), 291-299, (2004).
3. Pearson, T.C., Wicklow, D. T., Maghirang, E. B., Xie, F., Dowell, F. E., "Detecting aflatoxin in single corn kernels by transmittance and reflectance spectroscopy", Transactions of the ASAE, 44(5), 1247-1254, (2001).
4. Delwiche, S. R., "Classification of scab- and other mold-damaged wheat kernels by near-infrared reflectance spectroscopy", Transactions of the ASAE, 46(3), 731-738, (2003).
5. Kim, M. S., Lefcourt, A. M., and Chen, Y-R, "Multispectral Fluorescence Imaging Techniques for Nondestructive Food Safety Inspection", Proceedings of SPIE: Monitoring Food Safety, Agriculture, and Plant Health, (2004).
6. Lefcourt, A. M., Kim, M. S., Chen, Y-R, and Kang, S., "Systematic approach for using hyperspectral imaging data to develop multispectral imagining systems: Detection of feces on apples", Computers and Electronics in Agriculture, 54, 22-35, (2006).
7. Vargas, A. M., Kim, M. S., Tao, Y., Lefcourt, A. M., Chen, Y-R,, Luo, Y., Song Y., and Buchanan, R., "Detection of Fecal Contaminationon on Cantaloupes Using Hyperspectral Fluorescence Imagery", Journal of Food Science, 70(8), 471-476, (2005).
8. Park, B., Kise, M., Windham, W. R., Lawrence, K. C., and Yoon, S. C., "Textural analysis of hyperspectral images for improving contaminant detection accuracy", Sens. & Instrumen. Food Qual., 2, 208-214, (2008).
9. USDA, "USDA aflatoxin handbook", Grain Inspection Service Publication, USDA, (2002).
10. Yao, H., Hruska, Z., Kincaid, R., Brown, R.L., Cleveland, T.E. and Bhatnagar, D., "Correlation and cassification of single kernel fluorescence hyperspectral data with aflatoxin concentration in corn kernels inoculated with Aspergillus flavus spores," Food Additives and Contaminants, 27(5), 701-709, (2010).
11. Pearson, T. C., Wicklow, D., and Pasikatan, M. C., "Reduction of Aflatoxin and Fumonisin Contamination in Yellow Corn by High-Speed Dual-Wavelength Sorting ", Cereal Chemistry, 8(4), 490-498, (2004).
12. Kise, M., Park., B., Lawrence, K.C., and Windham, W. R., "Development of Handheld Two-Band Spectral Imaging System for Food Safety Inspection", Biological Engineering, 1(2), 145-157, (2008).
13. Ononye, A., Yao, H., Hruska, Z., Kincaid, R., Brown, R., L, and Cleveland, T. E., "Automatic detection of aflatoxin contaminated corn kernels using dual-band imagery", Proc. of SPIE. Orland, FL. 7315, (2009).