Extensive research has been conducted on non-destructive and rapid detection of melamine in powdered foods in the last decade. While Raman and near-infrared hyperspectral imaging techniques have been successful in terms of non-destructive and rapid measurement, they have limitations with respect to measurement time and detection capability, respectively. Therefore, the objective of this study was to develop a mercury cadmium telluride (MCT)-based short-wave infrared (SWIR) hyperspectral imaging system and algorithm to detect melamine quantitatively in milk powder. The SWIR hyperspectral imaging system consisted of a custom-designed illumination system, a SWIR hyperspectral camera, a data acquisition module and a sample transfer table. SWIR hyperspectral images were obtained for melamine-milk samples with different melamine concentrations, pure melamine and pure milk powder. Analysis of variance and the partial least squares regression method over the 1000-2500nm wavelength region were used to develop an optimal model for detection. The results showed that a melamine concentration as low as 50ppm in melamine-milk powder samples could be detected. Thus, the MCT-based SWIR hyperspectral imaging system has the potential for quantitative and qualitative detection of adulterants in powder samples.
机构:
US FDA, Div Bioanalyt Chem, Off Regulatory Sci, Ctr Food Safety & Appl Nutr, College Pk, MD 20740 USAUS FDA, Div Bioanalyt Chem, Off Regulatory Sci, Ctr Food Safety & Appl Nutr, College Pk, MD 20740 USA
机构:
Jiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R ChinaJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Huang, Min
Kim, Moon S.
论文数: 0引用数: 0
h-index: 0
机构:
ARS, Environm Microbial & Food Safety Lab, USDA, Beltsville, MD 20705 USAJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Kim, Moon S.
Delwiche, Stephen R.
论文数: 0引用数: 0
h-index: 0
机构:
ARS, Food Qual Lab, USDA, Bldg 303,BARC East, Beltsville, MD 20705 USAJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Delwiche, Stephen R.
Chao, Kuanglin
论文数: 0引用数: 0
h-index: 0
机构:
ARS, Environm Microbial & Food Safety Lab, USDA, Beltsville, MD 20705 USAJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Chao, Kuanglin
Qin, Jianwei
论文数: 0引用数: 0
h-index: 0
机构:
ARS, Environm Microbial & Food Safety Lab, USDA, Beltsville, MD 20705 USAJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Qin, Jianwei
Mo, Changyeun
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Acad Agr Sci, Jueonju Si 560500, Jeollabuk Do, South KoreaJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Mo, Changyeun
Esquerre, Carlos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Dublin, Dept Biosyst Engn, Dublin, IrelandJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Esquerre, Carlos
Zhu, Qibing
论文数: 0引用数: 0
h-index: 0
机构:
Jiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R ChinaJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
机构:
US FDA, Div Bioanalyt Chem, Off Regulatory Sci, Ctr Food Safety & Appl Nutr, College Pk, MD 20740 USAUS FDA, Div Bioanalyt Chem, Off Regulatory Sci, Ctr Food Safety & Appl Nutr, College Pk, MD 20740 USA
机构:
Jiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R ChinaJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Huang, Min
Kim, Moon S.
论文数: 0引用数: 0
h-index: 0
机构:
ARS, Environm Microbial & Food Safety Lab, USDA, Beltsville, MD 20705 USAJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Kim, Moon S.
Delwiche, Stephen R.
论文数: 0引用数: 0
h-index: 0
机构:
ARS, Food Qual Lab, USDA, Bldg 303,BARC East, Beltsville, MD 20705 USAJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Delwiche, Stephen R.
Chao, Kuanglin
论文数: 0引用数: 0
h-index: 0
机构:
ARS, Environm Microbial & Food Safety Lab, USDA, Beltsville, MD 20705 USAJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Chao, Kuanglin
Qin, Jianwei
论文数: 0引用数: 0
h-index: 0
机构:
ARS, Environm Microbial & Food Safety Lab, USDA, Beltsville, MD 20705 USAJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Qin, Jianwei
Mo, Changyeun
论文数: 0引用数: 0
h-index: 0
机构:
Rural Dev Adm, Natl Acad Agr Sci, Jueonju Si 560500, Jeollabuk Do, South KoreaJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Mo, Changyeun
Esquerre, Carlos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Dublin, Dept Biosyst Engn, Dublin, IrelandJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
Esquerre, Carlos
Zhu, Qibing
论文数: 0引用数: 0
h-index: 0
机构:
Jiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R ChinaJiangnan Univ, Key Lab Adv Proc Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China