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      Applications of emerging imaging techniques for meat quality and safety detection and evaluation: A review

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      Critical Reviews in Food Science and Nutrition
      Informa UK Limited

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          Abstract

          <p class="first" id="d198040e113">With improvement in people's living standards, many people nowadays pay more attention to quality and safety of meat. However, traditional methods for meat quality and safety detection and evaluation, such as manual inspection, mechanical methods, and chemical methods, are tedious, time-consuming, and destructive, which cannot meet the requirements of modern meat industry. Therefore, seeking out rapid, non-destructive, and accurate inspection techniques is important for the meat industry. In recent years, a number of novel and noninvasive imaging techniques, such as optical imaging, ultrasound imaging, tomographic imaging, thermal imaging, and odor imaging, have emerged and shown great potential in quality and safety assessment. In this paper, a detailed overview of advanced applications of these emerging imaging techniques for quality and safety assessment of different types of meat (pork, beef, lamb, chicken, and fish) is presented. In addition, advantages and disadvantages of each imaging technique are also summarized. Finally, future trends for these emerging imaging techniques are discussed, including integration of multiple imaging techniques, cost reduction, and developing powerful image-processing algorithms. </p>

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          Textural Features for Image Classification

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            Application of hyperspectral imaging in food safety inspection and control: a review.

            Food safety is a great public concern, and outbreaks of food-borne illnesses can lead to disturbance to the society. Consequently, fast and nondestructive methods are required for sensing the safety situation of produce. As an emerging technology, hyperspectral imaging has been successfully employed in food safety inspection and control. After presenting the fundamentals of hyperspectral imaging, this paper provides a comprehensive review on its application in determination of physical, chemical, and biological contamination on food products. Additionally, other studies, including detecting meat and meat bone in feedstuffs as well as organic residue on food processing equipment, are also reported due to their close relationship with food safety control. With these applications, it can be demonstrated that miscellaneous hyperspectral imaging techniques including near-infrared hyperspectral imaging, fluorescence hyperspectral imaging, and Raman hyperspectral imaging or their combinations are powerful tools for food safety surveillance. Moreover, it is envisaged that hyperspectral imaging can be considered as an alternative technique for conventional methods in realizing inspection automation, leading to the elimination of the occurrence of food safety problems at the utmost.
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              Colour measurements by computer vision for food quality control – A review

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                Author and article information

                Journal
                Critical Reviews in Food Science and Nutrition
                Critical Reviews in Food Science and Nutrition
                Informa UK Limited
                1040-8398
                1549-7852
                April 21 2015
                March 04 2017
                May 15 2015
                March 04 2017
                : 57
                : 4
                : 755-768
                Article
                10.1080/10408398.2014.954282
                25975703
                61dabec6-c73e-4af2-a4b7-3ba0b643ec52
                © 2017
                History

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