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The use of infrared thermography in live animals to predict growth efficiency

机译:在活体动物中使用红外热像仪预测生长效率

摘要

A method for determining a measure of growth efficiency of an animal comprises generating a predictive model from a sample population selected from a group of animals and providing the predictive model to predict the growth efficiency in an animal from the same group and not selected from the sample population. The predictive model is generated by selecting a sample population from a group of animals and scanning each animal to obtain a thermographic image represented as an array of pixels providing temperature data. Each image is represented as an array of pixels providing temperature data representative of temperature information at the corresponding part of the image. A value of at least one statistical measure of the temperature data (input variable) is calculated wherein this value is treated as an input variable. A value of a measure of growth efficiency (output variable) is calculated wherein this value is treated an output variable. A relationship between the input and output variables is determined to generate a predictive model.
机译:一种确定动物生长效率的量度的方法,其包括从选自一组动物的样品种群中产生预测模型,并提供该预测模型以预测同一组动物的生长效率,而不是从样品中选择人口。通过从一组动物中选择样本种群并扫描每只动物以获得代表提供温度数据的像素阵列的热成像图像,来生成预测模型。每个图像表示为像素阵列,提供像素数据,该温度数据表示图像相应部分的温度信息。计算温度数据(输入变量)的至少一种统计量度的值,其中将该值视为输入变量。计算生长效率的度量值(输出变量),其中将该值视为输出变量。确定输入和输出变量之间的关系以生成预测模型。

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