A Review of Recent Advances for the Detection of Biological, Chemical, and Physical Hazards in Foodstuffs Using Spectral Imaging Techniques
文献类型： 外文期刊
作者： Xie, Chuanqi 1 ; Zhou, Weidong 1 ;
作者机构： 1.Zhejiang Acad Agr Sci, Inst Anim Husb & Vet Sci, State Key Lab Managing Biot & Chem Threats Qual &, Hangzhou 310021, Peoples R China
2.Zhejiang Acad Agr Sci, Inst Digital Agr, Hangzhou 310021, Peoples R China
关键词： spectral imaging; foodstuff hazards; contamination; detection; models
期刊名称：FOODS （ 影响因子：5.2； 五年影响因子：5.5 ）
ISSN：
年卷期： 2023 年 12 卷 11 期
页码：
收录情况： SCI
摘要： Traditional methods for detecting foodstuff hazards are time-consuming, inefficient, and destructive. Spectral imaging techniques have been proven to overcome these disadvantages in detecting foodstuff hazards. Compared with traditional methods, spectral imaging could also increase the throughput and frequency of detection. This study reviewed the techniques used to detect biological, chemical, and physical hazards in foodstuffs including ultraviolet, visible and near-infrared (UV-Vis-NIR) spectroscopy, terahertz (THz) spectroscopy, hyperspectral imaging, and Raman spectroscopy. The advantages and disadvantages of these techniques were discussed and compared. The latest studies regarding machine learning algorithms for detecting foodstuff hazards were also summarized. It can be found that spectral imaging techniques are useful in the detection of foodstuff hazards. Thus, this review provides updated information regarding the spectral imaging techniques that can be used by food industries and as a foundation for further studies.
- 相关文献
作者其他论文 更多>>
-
Hyperspectral imaging for predicting and visualizing the acrylamide levels in roasted coffee
作者：Xie, Chuanqi;Tang, Wensheng;Wang, Changyan;Zhao, Mengyao;Zhang, Yanchao
关键词：Hyperspectral imaging; Acrylamide content; Roasted coffee; Prediction; Visualization
-
Design and Analysis of a Symmetric Joint Module for a Modular Wire-Actuated Robotic Arm with Symmetric Variable-Stiffness Units
作者：Qian, Can;Yang, Kaisheng;Ruan, Yangfei;Hu, Junhao;Shao, Zixuan;Yang, Kaisheng;Wang, Chongchong;Xie, Chuanqi
关键词：wire-actuated robot; collaborative robot; human-robot interaction; variable-stiffness unit
-
Spatial-Spectral 1DSwin Transformer With Groupwise Feature Tokenization for Hyperspectral Image Classification
作者：Xu, Yifei;Xie, Yixuan;Li, Bicheng;Zhu, Li;Xie, Chuanqi;Zhang, Yongchuan;Wang, Aichen
关键词：1-D shifted window-based multihead self-attention (1DSW-MSA); 1-D window-based MSA (1DW-MSA); cross-block normalized connection (CNC); hyperspectral image (HSI) classification; Swin Transformer
-
A review of the recent advances for the in ovo sexing of chicken embryos using optical sensing techniques
作者：Xie, Chuanqi;Tang, Wensheng;Yang, Ce
关键词：chicken embryos; in ovo sexing; optical sensing; models; identification
-
Fates of nutrients, bacteria community, and antibiotic resistance genes during membrane separation of biogas slurry at industrial scale
作者：Xu, Xing;Xiao, Hua;Zhou, Weidong
关键词：Membrane separation; Biogas slurry; Bacterial community; Antibiotic resistance genes; Nutrient recovery
-
Prediction of acrylamide content in potato chips using near-infrared spectroscopy
作者：Xie, Chuanqi;Wang, Changyan;Zhao, Mengyao;Zhao, Liming;Xie, Chuanqi;Zhao, Liming
关键词：NIR spectroscopy; Potato chips; Acrylamide; Prediction; Effective wavenumbers
-
Polymer valley photonic crystals with honeycomb structures for terahertz waveguides
作者：Xu, Xingyue;Li, Xiangjun;Yang, Ji;Zhao, Yang;Liu, Huadong;Yan, Dexian;Liu, Jinwen;Zhou, Weidong
关键词：Terahertz; Waveguides; Valley photonic crystal; Polymer; Parameters discussion
