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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

The invention provides a method for predicting growth efficiency of an animal by using infrared thermography by generating a predictive model, comprising selecting a sample population from a group of animals; scanning each animal to obtain a thermographic image represented as an array of pixels providing temperature data; calculating a value of a statistical measure of the temperature data (input variable); calculating a value of a measure of growth efficiency (output variable); and determining a relationship between the input and output variables to generate a predictive model. The predictive model is then used to predict growth efficiency in an animal from the same group but not in the sample population by scanning the animal to obtain a thermographic image; calculating a value of a statistical measure of the temperature data (input variable); and solving the predictive model to provide the value of the growth efficiency of the animal.
机译:本发明提供了一种通过使用红外热成像法通过产生预测模型来预测动物的生长效率的方法,该方法包括从一组动物中选择样本种群;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;计算温度数据的统计量度值(输入变量);计算增长效率的度量值(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。然后,通过对动物进行扫描以获得热成像图像,将预测模型用于预测同一组动物的生长效率,而不是样品种群的生长效率;计算温度数据的统计量度值(输入变量);解决预测模型,以提供动物生长效率的价值。

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