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MRI texture analysis as means for addressing rehydration and milk diffusion in cereals

机译:MRI纹理分析作为解决谷物中水分和乳汁扩散的手段

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摘要

Cereals microstructure is one of the primary quality attributes of cereals. Cereals rehydration and milk diffusion depends on such microstructure and thus, the crispiness and the texture, which will make it more palatable for the final consumer. Magnetic Resonance Imaging (MRI) is a very powerful tomographic tool since acquisition parameter leads to a wide possibility for identifying textures, structures and liquids mobility. It is suited for noninvasive imaging of water and fats. Rehydration and diffusion cereals processes were measured by MRI at different times and using two different kinds of milk, varying their fat level. Several images were obtained. A combination of textural analysis (based on the analysis of histograms) and segmentation methods (in order to understand the rehydration level of each variety of cereals) were performed. According to the rehydration level, no advisable clustering behaviour was found. Nevertheless, some differences were noticeable between the coating, the type of milk and the variety of cereals.
机译:谷物的微观结构是谷物的主要品质属性之一。谷物的补液和乳汁的扩散取决于这种微结构,因此取决于其松脆性和质地,这将使其对最终消费者而言更加可口。磁共振成像(MRI)是一种非常强大的层析成像工具,因为获取参数会导致识别纹理,结构和液体流动性的广泛可能性。它适用于水和脂肪的非侵入性成像。在不同时间通过MRI并使用两种不同的牛奶来改变谷物的补水和扩散过程,以改变它们的脂肪水平。获得了几个图像。进行了纹理分析(基于直方图的分析)和分段方法(以了解每种谷物的补水水平)的组合。根据补液水平,未发现可取的聚集行为。尽管如此,在包衣,牛奶类型和谷物种类之间仍存在一些明显差异。

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