Hyperspectral imaging technique for evaluating food quality and safety during various processes: A review of recent applications
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Da-Wen Sun | Hongbin Pu | Yuwei Liu | Da‐Wen Sun | Hongbin Pu | Yuwei Liu
[1] Jiewen Zhao,et al. Nondestructive measurement of total volatile basic nitrogen (TVB-N) content in salted pork in jelly using a hyperspectral imaging technique combined with efficient hypercube processing algorithms , 2013 .
[2] I. Murray,et al. The use of visible and near infrared reflectance spectroscopy to predict beef M. longissimus thoracis et lumborum quality attributes. , 2008, Meat science.
[3] Da-Wen Sun,et al. Automatic segmentation of beef longissimus dorsi muscle and marbling by an adaptable algorithm. , 2009, Meat science.
[4] Hongbin Pu,et al. Prediction of textural changes in grass carp fillets as affected by vacuum freeze drying using hyperspectral imaging based on integrated group wavelengths , 2017 .
[5] Da-Wen Sun,et al. Learning techniques used in computer vision for food quality evaluation: a review , 2006 .
[6] Da-Wen Sun,et al. Emerging Technologies for Food Processing , 2005 .
[7] E. Vittadini,et al. Effect of different air/steam convection cooking methods on turkey breast meat: physical characterization, water status and sensory properties. , 2011, Meat science.
[8] Christopher N.G. Scotter,et al. Non-destructive spectroscopic techniques for the measurement of food quality , 1997 .
[9] Da-Wen Sun,et al. Hyperspectral imaging as an effective tool for quality analysis and control of fish and other seafoods: Current research and potential applications , 2014 .
[10] Wei Chen,et al. Preparation of dry honey by microwave–vacuum drying , 2008 .
[11] Veronica Dewanto,et al. Thermal processing enhances the nutritional value of tomatoes by increasing total antioxidant activity. , 2002, Journal of agricultural and food chemistry.
[12] Zhiwei Zhu,et al. Emerging techniques for assisting and accelerating food freezing processes: A review of recent research progresses , 2017, Critical reviews in food science and nutrition.
[13] Hong-Ju He,et al. Non-Destructive and rapid evaluation of staple foods quality by using spectroscopic techniques: A review , 2016, Critical reviews in food science and nutrition.
[14] T. Lowe,et al. Flesh Quality in Snapper, Pagrcrs auratus, Affected by Capture Stress , 1993 .
[15] Wangang Zhang,et al. Effects of High Oxygen Packaging on Tenderness and Water Holding Capacity of Pork Through Protein Oxidation , 2015, Food and Bioprocess Technology.
[16] Achim Kohler,et al. Noncontact salt and fat distributional analysis in salted and smoked salmon fillets using X-ray computed tomography and NIR interactance imaging. , 2009, Journal of agricultural and food chemistry.
[17] Jun-Hu Cheng,et al. Mapping moisture contents in grass carp (Ctenopharyngodon idella) slices under different freeze drying periods by Vis-NIR hyperspectral imaging , 2017 .
[18] A. Gowen,et al. Use of hyperspectral imaging for evaluation of the shelf-life of fresh white button mushrooms (Agaricus bisporus) stored in different packaging films , 2010 .
[19] J P Wold,et al. Feasibility of NIR interactance hyperspectral imaging for on-line measurement of crude composition in vacuum packed dry-cured ham slices. , 2013, Meat science.
[20] Claudia Ruiz-Capillas,et al. Biogenic Amines in Meat and Meat Products , 2005, Critical reviews in food science and nutrition.
[21] Min Huang,et al. Prediction of moisture content uniformity using hyperspectral imaging technology during the drying of maize kernel , 2015 .
[22] Bart Nicolai,et al. Prediction of optimal cooking time for boiled potatoes by hyperspectral imaging , 2011 .
[23] Jens T. Thielemann,et al. Non-Contact Transflectance near Infrared Imaging for Representative on-Line Sampling of Dried Salted Coalfish (Bacalao) , 2006 .
[24] Yuan-Yuan Pu,et al. Combined hot-air and microwave-vacuum drying for improving drying uniformity of mango slices based on hyperspectral imaging visualisation of moisture content distribution , 2017 .
[25] Gamal ElMasry,et al. Quality classification of cooked, sliced turkey hams using NIR hyperspectral imaging system , 2011 .
[26] Yubin Lan,et al. Electronic Nose with an Air Sensor Matrix for Detecting Beef Freshness , 2008 .
[27] Da-Wen Sun,et al. Effect of operating conditions of a vacuum cooler on cooling performance for large cooked meat joints , 2004 .
[28] Da-Wen Sun,et al. Meat Quality Evaluation by Hyperspectral Imaging Technique: An Overview , 2012, Critical reviews in food science and nutrition.
[29] Jun-Hu Cheng,et al. Suitability of hyperspectral imaging for rapid evaluation of thiobarbituric acid (TBA) value in grass carp (Ctenopharyngodon idella) fillet. , 2015, Food chemistry.
[30] N. Chiewchan,et al. Effect of thermal processing on the quality loss of pineapple juice , 2005 .
[31] Wouter Saeys,et al. NIR Spectroscopy Applications for Internal and External Quality Analysis of Citrus Fruit—A Review , 2012, Food and Bioprocess Technology.
[33] Moon S. Kim,et al. Development of a Simple Algorithm for the Detection of Chilling Injury in Cucumbers from Visible/Near-Infrared Hyperspectral Imaging , 2005, Applied spectroscopy.
[34] Aoife Gowen,et al. Prediction of white button mushroom (Agaricus bisporus) moisture content using hyperspectral imaging , 2009 .
[35] Yuan-Yuan Pu,et al. Vis-NIR hyperspectral imaging in visualizing moisture distribution of mango slices during microwave-vacuum drying. , 2015, Food chemistry.
[36] Zhenjie Xiong,et al. Non-destructive prediction of thiobarbituricacid reactive substances (TBARS) value for freshness evaluation of chicken meat using hyperspectral imaging. , 2015, Food chemistry.
[37] R. Lu,et al. Analysis of spatially resolved hyperspectral scattering images for assessing apple fruit firmness and soluble solids content , 2008 .
[38] Da-Wen Sun,et al. Inspecting pizza topping percentage and distribution by a computer vision method , 2000 .
[39] R. Vadivambal,et al. Non-uniform Temperature Distribution During Microwave Heating of Food Materials—A Review , 2010 .
[40] Hongbin Pu,et al. Spectral absorption index in hyperspectral image analysis for predicting moisture contents in pork longissimus dorsi muscles. , 2016, Food chemistry.
[41] Hongbin Pu,et al. Determination of trace thiophanate-methyl and its metabolite carbendazim with teratogenic risk in red bell pepper (Capsicumannuum L.) by surface-enhanced Raman imaging technique. , 2017, Food chemistry.
[42] Min Zhang,et al. Prediction of color and moisture content for vegetable soybean during drying using hyperspectral imaging technology , 2014 .
[43] N. Prieto,et al. Ability of near infrared reflectance spectroscopy (NIRS) to estimate physical parameters of adult steers (oxen) and young cattle meat samples. , 2008, Meat science.
[44] Di Wu,et al. Rapid and real-time prediction of lactic acid bacteria (LAB) in farmed salmon flesh using near-infrared (NIR) hyperspectral imaging combined with chemometric analysis , 2014 .
[45] Silvia Serranti,et al. Hyperspectral imaging techniques applied to the monitoring of wine waste anaerobic digestion process , 2012 .
[46] Jun-Hu Cheng,et al. Combining the genetic algorithm and successive projection algorithm for the selection of feature wavelengths to evaluate exudative characteristics in frozen-thawed fish muscle. , 2016, Food chemistry.
[47] Da-Wen Sun,et al. Selection of feature wavelengths for developing multispectral imaging systems for quality, safety and authenticity of muscle foods-a review , 2015 .
[48] Jun-Hu Cheng,et al. Development of hyperspectral imaging coupled with chemometric analysis to monitor K value for evaluation of chemical spoilage in fish fillets. , 2015, Food chemistry.
[49] Karsten Heia,et al. Classification of fresh Atlantic salmon (Salmo salar L.) fillets stored under different atmospheres by hyperspectral imaging , 2012 .
[50] Vasilis Valdramidis,et al. Recent applications of hyperspectral imaging in microbiology. , 2015, Talanta.
[51] Jun-Hu Cheng,et al. Discrimination of shelled shrimp (Metapenaeus ensis) among fresh, frozen-thawed and cold-stored by hyperspectral imaging technique , 2015 .
[52] Da-Wen Sun,et al. Desorption isotherms and glass transition temperature for chicken meat , 2002 .
[53] Ashok Samal,et al. Visible/near-infrared hyperspectral imaging for beef tenderness prediction , 2008 .
[54] Da-Wen Sun,et al. Principles and Applications of Hyperspectral Imaging in Quality Evaluation of Agro-Food Products: A Review , 2012, Critical reviews in food science and nutrition.
[55] Vaios T. Karathanos,et al. Effect of freeze-drying conditions on shrinkage and porosity of dehydrated agricultural products , 1998 .
[56] Da-Wen Sun,et al. NIR hyperspectral imaging as non-destructive evaluation tool for the recognition of fresh and frozen–thawed porcine longissimus dorsi muscles , 2013 .
[57] Hongbin Pu,et al. Non-destructive prediction of salt contents and water activity of porcine meat slices by hyperspectral imaging in a salting process , 2013 .
[58] Shiv O. Prasher,et al. Application of Hyperspectral Technique for Color Classification Avocados Subjected to Different Treatments , 2009, Food and Bioprocess Technology.
[59] M. Aaslyng,et al. Effects of pressurization on structure, water distribution, and sensory attributes of cured ham: can pressurization reduce the crucial sodium content? , 2006, Journal of agricultural and food chemistry.
[60] Yong He,et al. Color Measurement of Tea Leaves at Different Drying Periods Using Hyperspectral Imaging Technique , 2014, PloS one.
[61] Weiwei Cheng,et al. Development of simplified models for nondestructive hyperspectral imaging monitoring of TVB-N contents in cured meat during drying process , 2017 .
[62] Colm P. O'Donnell,et al. Preliminary study on the use of near infrared hyperspectral imaging for quantitation and localisation of total glucosinolates in freeze-dried broccoli , 2014 .
[63] David Jones,et al. Coupled electromagnetic and heat transfer model for microwave heating in domestic ovens , 2012 .
[64] G. Ferrari,et al. Utilization of Combined Processes in Freeze-Drying of Shrimps , 2001 .
[65] Hongbin Pu,et al. Nondestructive Measurements of Freezing Parameters of Frozen Porcine Meat by NIR Hyperspectral Imaging , 2016, Food and Bioprocess Technology.
[66] Paul Allen,et al. Prediction of moisture, color and pH in cooked, pre-sliced turkey hams by NIR hyperspectral imaging system , 2013 .
[67] R. Lametsch,et al. Analytical methods for authentication of fresh vs. thawed meat - A review. , 2008, Meat science.
[68] Quansheng Chen,et al. Nondestructive detection of total volatile basic nitrogen (TVB-N) content in pork meat by integrating hyperspectral imaging and colorimetric sensor combined with a nonlinear data fusion , 2015 .
[69] J. Vainionpää,et al. Combined effects of NaCl and raw meat pH on water-holding in cooked sausage with and without added phosphate. , 2001, Meat science.
[70] Moon S. Kim,et al. Development of hyperspectral imaging technique for the detection of chilling injury in cucumbers , 2004, SPIE Optics East.
[71] Da-Wen Sun,et al. Vacuum cooling for the food industry—a review of recent research advances , 2004 .
[72] C. Clary,et al. Improving grape quality using microwave vacuum drying associated with temperature control. , 2007, Journal of food science.
[73] Juming Tang,et al. Kinetics of salmon quality changes during thermal processing , 2007 .
[74] Yankun Peng,et al. Potential prediction of the microbial spoilage of beef using spatially resolved hyperspectral scattering profiles , 2011 .
[75] Anguo Xie,et al. Rapid detection of frozen pork quality without thawing by Vis-NIR hyperspectral imaging technique. , 2015, Talanta.
[76] Guang-hong Zhou,et al. Effects of Different Packaging Systems on Beef Tenderness Through Protein Modifications , 2015, Food and Bioprocess Technology.
[77] Samuel Verdú,et al. Detection of expired vacuum-packed smoked salmon based on PLS-DA method using hyperspectral images , 2013 .
[78] Yao-Ze Feng,et al. Near-infrared hyperspectral imaging in tandem with partial least squares regression and genetic algorithm for non-destructive determination and visualization of Pseudomonas loads in chicken fillets. , 2013, Talanta.
[79] D. P. Ariana,et al. Evaluation of internal defect and surface color of whole pickles using hyperspectral imaging. , 2010 .
[80] Lu Wang,et al. Combination of spectra and texture data of hyperspectral imaging for prediction of pH in salted meat. , 2014, Food chemistry.
[81] Da-Wen Sun,et al. Comparison of hyperspectral imaging and computer vision for automatic differentiation of organically and conventionally farmed salmon , 2017 .
[82] Yao-Ze Feng,et al. Determination of total viable count (TVC) in chicken breast fillets by near-infrared hyperspectral imaging and spectroscopic transforms. , 2013, Talanta.
[83] Jun-Hu Cheng,et al. Rapid and non-invasive detection of fish microbial spoilage by visible and near infrared hyperspectral imaging and multivariate analysis , 2015 .
[84] Jun-Hu Cheng,et al. Developing a multispectral imaging for simultaneous prediction of freshness indicators during chemical spoilage of grass carp fish fillet , 2016 .
[85] Da-Wen Sun,et al. Rapid cooling of porous and moisture foods by using vacuum cooling technology , 2001 .
[86] Da-Wen Sun,et al. Dehydration of Garlic Slices by Combined Microwave-Vacuum and Air Drying , 2003 .
[87] Yen-Con Hung,et al. Quality in Frozen Foods , 1997 .
[88] Di Wu,et al. Advanced applications of hyperspectral imaging technology for food quality and safety analysis and assessment: A review — Part II: Applications , 2013 .
[89] D. Everett,et al. Salt-induced structural changes in 1-day old Mozzarella cheese and the impact upon free oil formation , 2004 .
[90] Jun-Hu Cheng,et al. Using Wavelet Textural Features of Visible and Near Infrared Hyperspectral Image to Differentiate Between Fresh and Frozen–Thawed Pork , 2014, Food and Bioprocess Technology.
[91] Karl McDonald,et al. The effect of injection level on the quality of a rapid vacuum cooled cooked beef product , 2001 .
[92] Alan M. Lefcourt,et al. A novel integrated PCA and FLD method on hyperspectral image feature extraction for cucumber chilling damage inspection , 2004 .
[93] Jun-Hu Cheng,et al. Recent Advances for Rapid Identification of Chemical Information of Muscle Foods by Hyperspectral Imaging Analysis , 2016, Food Engineering Reviews.
[94] H. J. Andersen,et al. NMR relaxometry and differential scanning calorimetry during meat cooking. , 2006, Meat science.
[95] J. Yongsawatdigul,et al. Histamine accumulation and histamine-forming bacteria in Indian anchovy (Stolephorus indicus) , 2005 .
[96] Di Wu,et al. Potential of time series-hyperspectral imaging (TS-HSI) for non-invasive determination of microbial spoilage of salmon flesh. , 2013, Talanta.
[97] Da-Wen Sun,et al. Solar powered combined ejector-vapour compression cycle for air conditioning and refrigeration , 1997 .
[98] Da-Wen Sun,et al. Recent developments of hyperspectral imaging systems and their applications in detecting quality attributes of red meats: A review , 2014 .
[99] Jun-Hu Cheng,et al. Classification of fresh and frozen-thawed pork muscles using visible and near infrared hyperspectral imaging and textural analysis. , 2015, Meat science.
[100] Hongbin Pu,et al. Prediction of Color and pH of Salted Porcine Meats Using Visible and Near-Infrared Hyperspectral Imaging , 2014, Food and Bioprocess Technology.
[101] Shigeki Nakauchi,et al. Noninvasive sensing of thermal treatments of Japanese seafood products using imaging spectroscopy , 2015 .
[102] Jun-Hu Cheng,et al. Partial Least Squares Regression (PLSR) Applied to NIR and HSI Spectral Data Modeling to Predict Chemical Properties of Fish Muscle , 2017, Food Engineering Reviews.
[103] Gamal ElMasry,et al. Chemical-free assessment and mapping of major constituents in beef using hyperspectral imaging , 2013 .
[104] R. P. Ross,et al. Preservation and fermentation: past, present and future. , 2002, International journal of food microbiology.
[105] G. Fitzgerald,et al. Food fermentations: role of microorganisms in food production and preservation. , 1999, International journal of food microbiology.
[106] Ashok Samal,et al. Partial least squares analysis of near-infrared hyperspectral images for beef tenderness prediction , 2008 .
[107] R. Roehe,et al. Application of near infrared reflectance spectroscopy to predict meat and meat products quality: A review. , 2009, Meat science.
[108] Yidan Bao,et al. Rapid prediction of moisture content of dehydrated prawns using online hyperspectral imaging system. , 2012, Analytica chimica acta.
[109] Da-Wen Sun,et al. Comparison and selection of EMC/ERH isotherm equations for rice , 1999 .
[110] Tadhg Brosnan,et al. Extension of the vase life of cut daffodil flowers by rapid vacuum cooling , 1999 .
[111] Paolo Menesatti,et al. Spectral imaging VIS-NIR system to forecast the chilling injury onset on citrus fruits , 2005 .
[112] Hongbin Pu,et al. Application of Vis–NIR hyperspectral imaging in classification between fresh and frozen-thawed pork Longissimus Dorsi muscles , 2015 .
[113] Arun S. Mujumdar,et al. Drying Technology: Trends and Applications in Postharvest Processing , 2010 .
[114] Karl McDonald,et al. Comparison of the Quality of Cooked Beef Products Cooled by Vacuum Cooling and by Conventional Cooling , 2000 .
[115] Gamal Elmasry,et al. Near-infrared hyperspectral imaging and partial least squares regression for rapid and reagentless determination of Enterobacteriaceae on chicken fillets. , 2013, Food chemistry.
[116] Gamal ElMasry,et al. Predicting quality and sensory attributes of pork using near-infrared hyperspectral imaging. , 2012, Analytica chimica acta.
[117] M. Ngadi,et al. Hyperspectral imaging for nondestructive determination of some quality attributes for strawberry , 2007 .
[118] Douglas Fernandes Barbin,et al. Non-destructive assessment of microbial contamination in porcine meat using NIR hyperspectral imaging , 2013 .
[119] D. E. Chan,et al. Development of Hyperspectral Imaging Technique for the Detection of Chilling Injury in Cucumbers; Spectral and Image Analysis , 2006 .
[120] Hassan Basri,et al. Solid waste bin level detection using gray level co-occurrence matrix feature extraction approach. , 2012, Journal of environmental management.
[121] Da-Wen Sun,et al. Development of an alternative technique for rapid and accurate determination of fish caloric density based on hyperspectral imaging , 2016 .
[122] Gamal ElMasry,et al. Non-destructive assessment of instrumental and sensory tenderness of lamb meat using NIR hyperspectral imaging. , 2013, Food chemistry.
[123] Colm P. O'Donnell,et al. Hyperspectral imaging – an emerging process analytical tool for food quality and safety control , 2007 .
[124] J. M. Frias,et al. Hyperspectral imaging for the investigation of quality deterioration in sliced mushrooms (Agaricus bisporus) during storage , 2008 .
[125] Jun-Hu Cheng,et al. Rapid Quantification Analysis and Visualization of Escherichia coli Loads in Grass Carp Fish Flesh by Hyperspectral Imaging Method , 2015, Food and Bioprocess Technology.
[126] Da-Wen Sun,et al. Identification of freezer burn on frozen salmon surface using hyperspectral imaging and computer vision combined with machine learning algorithm , 2017 .
[127] Ning Wang,et al. Detecting chilling injury in Red Delicious apple using hyperspectral imaging and neural networks , 2009 .
[128] Yong He,et al. Theory and application of near infrared reflectance spectroscopy in determination of food quality , 2007 .
[129] M. Holmes,et al. Determination of total acid content and moisture content during solid-state fermentation processes using hyperspectral imaging , 2016 .
[130] Yuan-Yuan Pu,et al. Prediction of moisture content uniformity of microwave-vacuum dried mangoes as affected by different shapes using NIR hyperspectral imaging , 2016 .
[131] Da-Wen Sun,et al. Improving quality inspection of food products by computer vision: a review , 2004 .
[132] Da-Wen Sun,et al. Recent advances in the use of computer vision technology in the quality assessment of fresh meats , 2011 .
[133] Jun-Hu Cheng,et al. Comparison of Visible and Long-wave Near-Infrared Hyperspectral Imaging for Colour Measurement of Grass Carp (Ctenopharyngodon idella) , 2014, Food and Bioprocess Technology.
[134] Murat O. Balaban,et al. Objective Quality Assessment of Raw Tilapia (Oreochromis niloticus) Fillets Using Electronic Nose and Machine Vision , 2001 .
[135] Hongbin Pu,et al. Integration of spectral and textural data for enhancing hyperspectral prediction of K value in pork meat , 2016 .
[136] Wouter Saeys,et al. Comparison of Visible–Near Infrared and Short Wave Infrared hyperspectral imaging for the evaluation of rainbow trout freshness , 2014 .
[137] Jun-Hu Cheng,et al. Pork biogenic amine index (BAI) determination based on chemometric analysis of hyperspectral imaging data , 2016 .
[138] J. Blasco,et al. Recent Advances and Applications of Hyperspectral Imaging for Fruit and Vegetable Quality Assessment , 2012, Food and Bioprocess Technology.
[139] Q. Hu,et al. Comparison of Freeze-Drying and Freeze-Drying Combined with Microwave Vacuum Drying Methods on Drying Kinetics and Rehydration Characteristics of Button Mushroom (Agaricus bisporus) Slices , 2014, Food and Bioprocess Technology.
[140] Zhihang Zhang,et al. Ultrasound assisted nucleation of some liquid and solid model foods during freezing , 2011 .
[141] Min Huang,et al. Apple mealiness detection using hyperspectral scattering technique , 2010 .
[142] R. Rødbotten,et al. Prediction of beef quality attributes from early post mortem near infrared reflectance spectra , 2000 .
[143] Da-Wen Sun,et al. Vacuum cooling technology for the agri-food industry: Past, present and future , 2006 .
[144] Da-Wen Sun,et al. Pizza quality evaluation using computer vision: Part 2. Pizza topping analysis , 2003 .
[145] Da-Wen Sun,et al. Pizza sauce spread classification using colour vision and support vector machines , 2005 .
[146] Fei Liu,et al. Application of Visible and Near Infrared Hyperspectral Imaging to Differentiate Between Fresh and Frozen–Thawed Fish Fillets , 2013, Food and Bioprocess Technology.
[147] Pengcheng Nie,et al. Application of Time Series Hyperspectral Imaging (TS-HSI) for Determining Water Distribution Within Beef and Spectral Kinetic Analysis During Dehydration , 2013, Food and Bioprocess Technology.
[148] Dan Liu,et al. Recent Developments and Applications of Hyperspectral Imaging for Quality Evaluation of Agricultural Products: A Review , 2015, Critical reviews in food science and nutrition.