移动应用程序的泥蟹重量估计

Novianto Padaunan, Z. Zainuddin, M. Niswar
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引用次数: 1

摘要

重量是买卖泥蟹交易过程中的几个重要参数之一。要确定泥蟹的价格,必须准确了解。一直以来,市场上的买卖双方对泥蟹重量的估计,一般都是单纯依靠感官。它不仅可能给买卖双方造成损失,而且没有科学依据。本研究是通过开发一个使用图像处理技术的移动应用程序来帮助卖家和买家估计泥蟹的重量。该移动应用程序根据通过摄像头获取的泥蟹的图像,根据泥蟹的甲壳宽度来估计泥蟹的重量。此移动应用程序已在智能手机设备上测试,操作系统为Android 4.1.2 Jelly Beans (API级别16)。将智能手机设备估算的泥蟹重量和甲壳宽度与游标卡尺和秤直接测量的泥蟹实际重量和甲壳宽度进行对比测试。研究结果表明,该移动应用程序具有良好的准确性。泥蟹甲壳宽度的平均绝对错误率仅为0.086 cm,泥蟹体重的平均绝对错误率仅为2.643 g。这款手机应用可以帮助卖家和买家估算泥蟹的重量。
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Mobile Application For Mud Crab Weight Estimation
Weight is one of several important parameters in the transactions process of buying and selling of mud crab. It must be known accurately to determine the price of mud crab. All this time, sellers and buyers on the market generally estimate the weight of mud crab just by relying solely on the senses. It does not only potentially cause losses for both sellers and buyers but also has no scientific basis. This research is conducted to assist sellers and buyers in estimating the weight of mud crab by developing a mobile application that uses image processing techniques. This mobile application estimates the weight of mud crab based on the carapace width of mud crab from the image obtained through the camera. This mobile application has been tested on a smartphone device with the operating system Android 4.1.2 Jelly Beans (API level 16). Testing was performed by comparing the estimated weight and carapace width of mud crab obtained through a smartphone device with the actual weight and carapace width of mud crab obtained through direct measurements using Vernier caliper and the scales. The result of this research shows that this mobile application has a good level of accuracy. It can be proving by the mean absolute error rate for the width of mud crab carapace which is only 0.086 cm and mean absolute error rate for the weight of mud crab which is only 2.643 gram. This mobile application is helpful for sellers and buyers to estimate the weight of mud crab.
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