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Food volume calculation in different imaging scenarios

机译:不同成像场景下的食物量计算

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In order to understand the etiology of obesity related to people's diet, we have developed a method to calculate food volume (portion size) from a single digital image in which a dining plate was used as a reference. In order to evaluate the error of this method, we observe the relationship between the relative error under different food imaging scenarios, such as angles of camera rotation and distances between food and camera. Based on our result, an error reduction scheme is proposed to improve the accuracy in image-based food volume estimation.
机译:为了了解与人们饮食有关的肥胖病的病因,我们开发了一种方法,可以根据单个数字图像(以餐盘为参考)来计算食物量(份量)。为了评估该方法的误差,我们观察了不同食物成像场景下相对误差之间的关系,例如相机旋转角度和食物与相机之间的距离。基于我们的结果,提出了一种减少误差的方案,以提高基于图像的食物量估计的准确性。

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