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Original Articles

Meat Quality Evaluation by Hyperspectral Imaging Technique: An Overview

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Pages 689-711 | Published online: 16 May 2012

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Read on this site (14)

Bao Wang, Jianfei Sun, Lianming Xia, Junjie Liu, Zhenhe Wang, Pei Li, Yemin Guo & Xia Sun. (2023) The Applications of Hyperspectral Imaging Technology for Agricultural Products Quality Analysis: A Review. Food Reviews International 39:2, pages 1043-1062.
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Felix Y. H. Kutsanedzie, Zhiming Guo & Quansheng Chen. (2019) Advances in Nondestructive Methods for Meat Quality and Safety Monitoring. Food Reviews International 35:6, pages 536-562.
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Hafizu Ibrahim Kademi, Beyza H. Ulusoy & Canan Hecer. (2019) Applications of miniaturized and portable near infrared spectroscopy (NIRS) for inspection and control of meat and meat products. Food Reviews International 35:3, pages 201-220.
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Fuguo Xing, Haibo Yao, Yang Liu, Xiaofeng Dai, Robert L. Brown & Deepak Bhatnagar. (2019) Recent developments and applications of hyperspectral imaging for rapid detection of mycotoxins and mycotoxigenic fungi in food products. Critical Reviews in Food Science and Nutrition 59:1, pages 173-180.
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Xiaohui Xie, Hongbin Pu & Da-Wen Sun. (2018) Recent advances in nanofabrication techniques for SERS substrates and their applications in food safety analysis. Critical Reviews in Food Science and Nutrition 58:16, pages 2800-2813.
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Feifei Tao & Michael Ngadi. (2018) Recent advances in rapid and nondestructive determination of fat content and fatty acids composition of muscle foods. Critical Reviews in Food Science and Nutrition 58:9, pages 1565-1593.
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Ricardo Vejarano, Raúl Siche & Wendu Tesfaye. (2017) Evaluation of biological contaminants in foods by hyperspectral imaging: A review. International Journal of Food Properties 20:sup2, pages 1264-1297.
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Lu Wang, Da-Wen Sun, Hongbin Pu & Jun-Hu Cheng. (2017) Quality analysis, classification, and authentication of liquid foods by near-infrared spectroscopy: A review of recent research developments. Critical Reviews in Food Science and Nutrition 57:7, pages 1524-1538.
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Wen-Hao Su, Hong-Ju He & Da-Wen Sun. (2017) Non-Destructive and rapid evaluation of staple foods quality by using spectroscopic techniques: A review. Critical Reviews in Food Science and Nutrition 57:5, pages 1039-1051.
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Lina Cheng, Da-Wen Sun, Zhiwei Zhu & Zi Zhang. (2017) Emerging techniques for assisting and accelerating food freezing processes: A review of recent research progresses. Critical Reviews in Food Science and Nutrition 57:4, pages 769-781.
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Zhenjie Xiong, Da-Wen Sun, Hongbin Pu, Wenhong Gao & Qiong Dai. (2017) Applications of emerging imaging techniques for meat quality and safety detection and evaluation: A review. Critical Reviews in Food Science and Nutrition 57:4, pages 755-768.
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Qiong Dai, Jun-Hu Cheng, Da-Wen Sun & Xin-An Zeng. (2015) Advances in Feature Selection Methods for Hyperspectral Image Processing in Food Industry Applications: A Review. Critical Reviews in Food Science and Nutrition 55:10, pages 1368-1382.
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Zhenjie Xiong, Anguo Xie, Da-Wen Sun, Xin-An Zeng & Dan Liu. (2015) Applications of Hyperspectral Imaging in Chicken Meat Safety and Quality Detection and Evaluation: A Review. Critical Reviews in Food Science and Nutrition 55:9, pages 1287-1301.
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Hong-Ju He, Di Wu & Da-Wen Sun. (2015) Nondestructive Spectroscopic and Imaging Techniques for Quality Evaluation and Assessment of Fish and Fish Products. Critical Reviews in Food Science and Nutrition 55:6, pages 864-886.
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Jia-Huan Qu, Da-Wen Sun & Hongbin Pu. (2017) Vis/NIR Chemical Imaging Technique for Predicting Sodium Humate Contents in Aquaculture Environment. Water, Air, & Soil Pollution 228:5.
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Hongbin Pu, Dan Liu, Jia-Huan Qu & Da-Wen Sun. (2017) Applications of Imaging Spectrometry in Inland Water Quality Monitoring—a Review of Recent Developments. Water, Air, & Soil Pollution 228:4.
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Jiang-Lin Li, Da-Wen Sun, Hongbin Pu & Digvir S. Jayas. (2017) Determination of trace thiophanate-methyl and its metabolite carbendazim with teratogenic risk in red bell pepper (Capsicumannuum L.) by surface-enhanced Raman imaging technique. Food Chemistry 218, pages 543-552.
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Jun-Li Xu & Da-Wen Sun. (2017) Identification of freezer burn on frozen salmon surface using hyperspectral imaging and computer vision combined with machine learning algorithm. International Journal of Refrigeration 74, pages 151-164.
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Qian Yang, Da-Wen Sun & Weiwei Cheng. (2017) Development of simplified models for nondestructive hyperspectral imaging monitoring of TVB-N contents in cured meat during drying process. Journal of Food Engineering 192, pages 53-60.
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Weihong Hu, Da-Wen Sun, Hongbin Pu & Tingtiao Pan. (2016) Recent Developments in Methods and Techniques for Rapid Monitoring of Sugar Metabolism in Fruits. Comprehensive Reviews in Food Science and Food Safety 15:6, pages 1067-1079.
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Weiwei Cheng, Da-Wen Sun & Jun-Hu Cheng. (2016) Pork biogenic amine index (BAI) determination based on chemometric analysis of hyperspectral imaging data. LWT 73, pages 13-19.
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Wen-Hao Su & Da-Wen Sun. (2016) Comparative assessment of feature-wavelength eligibility for measurement of water binding capacity and specific gravity of tuber using diverse spectral indices stemmed from hyperspectral images. Computers and Electronics in Agriculture 130, pages 69-82.
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Weiwei Cheng, Da-Wen Sun, Hongbin Pu & Yuwei Liu. (2016) Integration of spectral and textural data for enhancing hyperspectral prediction of K value in pork meat. LWT - Food Science and Technology 72, pages 322-329.
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Jiang-Lin Li, Da-Wen Sun & Jun-Hu Cheng. (2016) Recent Advances in Nondestructive Analytical Techniques for Determining the Total Soluble Solids in Fruits: A Review. Comprehensive Reviews in Food Science and Food Safety 15:5, pages 897-911.
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Wen-Hao Su & Da-Wen Sun. (2016) Multivariate analysis of hyper/multi-spectra for determining volatile compounds and visualizing cooking degree during low-temperature baking of tubers. Computers and Electronics in Agriculture 127, pages 561-571.
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Yu-Nan Chen, Da-Wen Sun, Jun-Hu Cheng & Wen-Hong Gao. (2016) Recent Advances for Rapid Identification of Chemical Information of Muscle Foods by Hyperspectral Imaging Analysis. Food Engineering Reviews 8:3, pages 336-350.
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Anguo Xie, Da-Wen Sun, Zhiwei Zhu & Hongbin Pu. (2016) Nondestructive Measurements of Freezing Parameters of Frozen Porcine Meat by NIR Hyperspectral Imaging. Food and Bioprocess Technology 9:9, pages 1444-1454.
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Hongbin Pu, Lu Wang, Da-Wen Sun & Jun-Hu Cheng. (2016) Comparing Four Dimension Reduction Algorithms to Classify Algae Concentration Levels in Water Samples Using Hyperspectral Imaging. Water, Air, & Soil Pollution 227:9.
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Wen-Hao Su & Da-Wen Sun. (2016) Facilitated wavelength selection and model development for rapid determination of the purity of organic spelt (Triticum spelta L.) flour using spectral imaging. Talanta 155, pages 347-357.
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Jun-Hu Cheng, Da-Wen Sun, Jia-Huan Qu, Hong-Bin Pu, Xiao-Chao Zhang, Zhongxiang Song, Xinghai Chen & Hong Zhang. (2016) Developing a multispectral imaging for simultaneous prediction of freshness indicators during chemical spoilage of grass carp fish fillet. Journal of Food Engineering 182, pages 9-17.
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Wen-Hao Su & Da-Wen Sun. (2016) Potential of hyperspectral imaging for visual authentication of sliced organic potatoes from potato and sweet potato tubers and rapid grading of the tubers according to moisture proportion. Computers and Electronics in Agriculture 125, pages 113-124.
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Ting-Tiao Pan, Da-Wen Sun, Jun-Hu Cheng & Hongbin Pu. (2016) Regression Algorithms in Hyperspectral Data Analysis for Meat Quality Detection and Evaluation. Comprehensive Reviews in Food Science and Food Safety 15:3, pages 529-541.
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Jun-Hu Cheng, Da-Wen Sun & Hongbin Pu. (2016) Combining the genetic algorithm and successive projection algorithm for the selection of feature wavelengths to evaluate exudative characteristics in frozen?thawed fish muscle. Food Chemistry 197, pages 855-863.
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Qiong Dai, Jun-Hu Cheng, Da-Wen Sun, Zhiwei Zhu & Hongbin Pu. (2016) Prediction of total volatile basic nitrogen contents using wavelet features from visible/near-infrared hyperspectral images of prawn (Metapenaeus ensis). Food Chemistry 197, pages 257-265.
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Gamal M. ElMasry & Shigeki Nakauchi. (2016) Image analysis operations applied to hyperspectral images for non-invasive sensing of food quality???A comprehensive review. Biosystems Engineering 142, pages 53-82.
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Lu Wang, Hongbin Pu & Da-Wen Sun. (2016) Estimation of chlorophyll-a concentration of different seasons in outdoor ponds using hyperspectral imaging. Talanta 147, pages 422-429.
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Jun-Li Xu, Cecilia Riccioli & Da-Wen Sun. (2016) Efficient integration of particle analysis in hyperspectral imaging for rapid assessment of oxidative degradation in salmon fillet. Journal of Food Engineering 169, pages 259-271.
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Anguo Xie, Da-Wen Sun, Zhongyue Xu & Zhiwei Zhu. (2015) Rapid detection of frozen pork quality without thawing by Vis–NIR hyperspectral imaging technique. Talanta 139, pages 208-215.
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Zhenjie Xiong, Da-Wen Sun, Hongbin Pu, Anguo Xie, Zhong Han & Man Luo. (2015) Non-destructive prediction of thiobarbituricacid reactive substances (TBARS) value for freshness evaluation of chicken meat using hyperspectral imaging. Food Chemistry 179, pages 175-181.
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Zhenjie Xiong, Da-Wen Sun, Anguo Xie, Hongbin Pu, Zhong Han & Man Luo. (2015) Quantitative determination of total pigments in red meats using hyperspectral imaging and multivariate analysis. Food Chemistry 178, pages 339-345.
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Lu Wang, Hongbin Pu, Da-Wen Sun, Dan Liu, Qijun Wang & Zhenjie Xiong. (2014) Application of Hyperspectral Imaging for Prediction of Textural Properties of Maize Seeds with Different Storage Periods. Food Analytical Methods 8:6, pages 1535-1545.
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Jun-Hu Cheng & Da-Wen Sun. (2015) Rapid Quantification Analysis and Visualization of Escherichia coli Loads in Grass Carp Fish Flesh by Hyperspectral Imaging Method. Food and Bioprocess Technology 8:5, pages 951-959.
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Zhenjie Xiong, Da-Wen Sun, Hongbin Pu, Zhiwei Zhu & Man Luo. (2015) Combination of spectra and texture data of hyperspectral imaging for differentiating between free-range and broiler chicken meats. LWT - Food Science and Technology 60:2, pages 649-655.
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Xujun Ye & Kenshi Sakai. (2015) Application of Hyperspectral Imaging in Agriculture. The Journal of the Institute of Image Information and Television Engineers The Journal of The Institute of Image Information and Television Engineers 69:5, pages 464-469.
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Dan Liu, Hongbin Pu, Da-Wen Sun, Lu Wang & Xin-An Zeng. (2014) Combination of spectra and texture data of hyperspectral imaging for prediction of pH in salted meat. Food Chemistry 160, pages 330-337.
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Fei Ma, Jing Yao, Tingting Xie, Changhong Liu, Wei Chen, Conggui Chen & Lei Zheng. (2014) Multispectral imaging for rapid and non-destructive determination of aerobic plate count (APC) in cooked pork sausages. Food Research International 62, pages 902-908.
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Jun-Hu Cheng & Da-Wen Sun. (2014) Hyperspectral imaging as an effective tool for quality analysis and control of fish and other seafoods: Current research and potential applications. Trends in Food Science & Technology 37:2, pages 78-91.
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