Fusion of electronic nose, electronic tongue and computer vision for animal source food authentication and quality assessment - A review

被引:215
|
作者
Di Rosa, Ambra Rita [1 ]
Leone, Francesco [1 ]
Cheli, Federica [2 ]
Chiofalo, Vincenzo [1 ]
机构
[1] Univ Messina, Dept Vet Sci, I-98168 Messina, Italy
[2] Univ Milan, Dept Hlth Anim Sci & Food Safety, I-20134 Messina, Italy
关键词
Electronic nose; Electronic tongue; Computer vision systems; Chemometrics; Multi-sensor data fusion; Animal source food; ARTIFICIAL NEURAL-NETWORKS; LEAST-SQUARES REGRESSION; VOLATILE BASIC NITROGEN; TOTAL VIABLE COUNTS; MACHINE VISION; BIOELECTRONIC NOSE; FISH FRESHNESS; TASTE SENSOR; ORIGIN IDENTIFICATION; PASTEURIZED MILK;
D O I
10.1016/j.jfoodeng.2017.04.024
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Electronic nose, electronic tongue and computer vision systems, designed to artificially perceive flavour and appearance, have been increasingly used in the food industry as rapid and reliable tools for quality assessment. The use of multivariate analysis methods, together with electronic senses, has shown to be very powerful; however, due to the high complexity of food, the employment of just single sensor data is often insufficient. In recent years, much research has been performed to develop several data fusion strategies, combining the outputs of multiple instrumental sources, for improving the quality assessment and authentication of food. The aim of this work is to review the recent achievements in the field of artificial sensors' application, in the evaluation of animal source food products. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:62 / 75
页数:14
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