Food Quality Assessment Using Image Processing Technique

Food Quality Assessment Using Image Processing Technique

DOI: 10.4018/978-1-6684-8618-4.ch018
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Abstract

The leading and suitable techniques for examining and assessing the microstructure of things are nowadays high-resolution optical microscopy and imaging approaches. Manfred Von Ardenne developed scanning electron microscopy (SEM), a kind of surface microscopy, in the 1930s. SEM employs electron behaviour to produce 3D pictures of entities that provide knowledge about their topology, morphology, and constitution. This method has been discovered to have uses throughout the previous several decades in a variety of commercial and industrial arena, forensic analysis, and ordinary studies in science and business. An effective tool for seeing and characterising hybrid organic and inorganic substances and surfaces is the scanning electron microscope.
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1. Introduction

According to earlier literature, investigations on the micro-structural characterisation of dry foods were the principal uses of SEM (Elgendy, M.Y., et al., 2022). Nonetheless, practically each food material is currently studied by SEM due to the developments in kinds and ranges of various preparedness approaches for handling various sorts of meals. For instance, it may calculate the temperature at which a candy bar's coating begins to gelatinize. It is moreover utilized in conjunction with energy.

EDS, a dispersive X-ray technique, is used to map meal poisoning. Moreover, SEM is combined with EDS in forensic analysis in the food business, known as SEM/EDS, in image and fundamental configuration observation. It denotes a potent technology which recognises both organic and inorganic pollutants discovered in food products that are recalled or identified during quality analysis in manufacturing locations. Also, it provides details on the arrangement of ingredients in the food matrix, like the dispersion of inorganic elements in dry foodstuffs that aids in providing details on how the ingredients were ground and blended.

The 3D formation of the microbial groups seen in complex meal specimens, as well as the interactions between the food and the microbes, are also primarily assessed by SEM. Results from several research include: A complicated and densely stuffed yeasts and bacteria was seen all over the kefir grains and fibrillar content is seen between cells. Botrytis cinerea advancement in grape-vine berries while shrinking may be succeeded by EM analysis and connected to specific sensory characteristics of higher-grade wines; and SEM pictures of yoghurt and cheese disclosed the existence of micro-possession of bacilli and cocci in micro-holes of the matrix. Moreover, a visual summarising the chapter has been provided (Figure 1).

Figure 1.

SEM for micro-structural image

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2. Fundamental Ideas And Practises

All SEMs are made up of an electron column which generates an electron beam, a specimen chamber where the beam combines with the specimen, detectors which track various signals generated by the beam-sample connection, and an inspecting framework which builds a picture from the signal. A focussed ray of accelerated electrons (3–9 keV) travelling over a solid subject forms a picture step-by-step in a SEM. The beam is concentrated to a precise spot using electromagnetic lenses for scanning the specimen. These electrons mix and connect with the atoms in the sample at different surfaces, creating signals which reveal the surface topography and constituents of the sample. Thermionic emitters and field emitters, two kinds of electron emission sources, have been widely used. The filament is heated by thermoionic emitters utilizing an electrical current that minimizes the filament material's work function. Electrons are certainly emitted of the filament by an electric field while the work function is minimized. Usually, lanthanum hexaboride or tungsten is used to make these filaments. On the other hand, filament material is not heated by cold cathode field emission sources. Instead, electrons are pulled from a field emission gun by exposing the filament to an enormous electrical potential gradient, so great that it overcomes the material's work function and causes electrons to concentrate on the sample under study.

The signals produced in this way, which are detected according to location on the surface, comprise transmitted electrons, reflected electrons, secondary electrons, X-rays (Jayasingh, R. et al., 2022). Primary electrons pierce the solid object and are scattered away by deflection.

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