Title :
Detection of aflatoxin contaminated figs using Near-Infrared (NIR) reflectance spectroscopy
Author :
Gunes, Ahmet ; Kalkan, H. ; Durmus, E. ; Butukcan, Mehmet Burak
Author_Institution :
Dept. of Comput. Eng., Suleyman Demirel Univ., Isparta, Turkey
Abstract :
Figs like other agricultural products may include cancerogenic aflatoxin which is caused by Aspergillus type molds. Under the UV illumination, a large portion of the aflatoxin contaminated figs expose Bright Greenish Yellow Fluorescence (BGYF) in visible light spectrum. Using the fluorescence properties, the contaminated figs are visually detected and manually removed by workers. However, this procedure could not eliminate all the aflatoxin contaminated figs and the UV exposure may cause skin cancer on workers under UV illumination. Besides, the reflectance outside the visible spectrum may include significant information for aflatoxin contamination. In this study, we investigate the NIR reflectance spectroscopy for the detection of aflatoxin contaminated figs and correctly classified the figs with 90% mean accuracy.
Keywords :
agricultural products; contamination; food safety; microorganisms; toxicology; Aspergillus type molds; BGYF; NIR reflectance spectroscopy; UV exposure; UV illumination; aflatoxin contaminated figs; aflatoxin contamination; agricultural products; bright greenish yellow fluorescence; cancerogenic aflatoxin; fluorescence properties; near infrared reflectance spectroscopy; skin cancer; visible light spectrum; visible spectrum; Contamination; Fluorescence; Inspection; Lighting; Reflectivity; Spectroscopy; Sugar; Aflatoxin; NIR spectroscopy; food safety;
Conference_Titel :
Electronics, Computer and Computation (ICECCO), 2013 International Conference on
Conference_Location :
Ankara
DOI :
10.1109/ICECCO.2013.6718244