论文标题
了解智能手机摄像机对图像估算Munsell土壤颜色的影响
Understanding the Effect of Smartphone Cameras on Estimating Munsell Soil Colors from Imagery
论文作者
论文摘要
在受控条件下，Munsell土壤颜色图（MSCC）是实验室中的一个。为了支持基于应用程序的解决方案，本文探讨了三个研究领域，包括：（i）确定最有效的色彩空间，（ii）在土壤颜色分析领域中为许多专业人员建立重要参考。当前，从图像自动识别Munsell土壤颜色（MSC）的功能仅是可行的颜色差计算方法，其精度最高，并且（iii）评估智能手机摄像机对估计MSC的影响。我们已经分析的现有方法返回了有希望的结果，并将帮助其他研究人员更好地理解和开发知情的解决方案。这项研究使研究人员和开发人员都可以深入了解自动预测MSC的最佳方法。需要进行未来的研究以提高不同环境条件下结果的可靠性。
The Munsell soil color chart (MSCC) is a in laboratories under controlled conditions. To support an appbased solution, this paper explores three research areas including: (i) identifying the most effective color space, (ii) establishing then important reference for many professionals in the area of soil color analysis. Currently, the functionality to identify Munsell soil colors (MSCs) automatically from an image is only feasible color difference calculation method with the highest accuracy and (iii) evaluating the effects of smartphone cameras on estimating the MSCs. The existing methods that we have analysed have returned promising results and will help inform other researchers to better understand and develop informed solutions. This study provides both researchers and developers with an insight into the best methods for automatically predicting MSCs. Future research is needed to improve the reliability of results under differing environmental conditions.
