基于图像处理的橡胶园周长监测记录系统

C. Thilakarathne, Padmika Bhanusri, Tharindu Randeny, H. Rupasinghe, C. Kulasekere
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引用次数: 0

摘要

测量周长和持续监测周长的增加是橡胶种植园中最重要的过程之一,因为确定周长不足将使种植园主能够采取纠正行动,以确保种植园的良好产量。本文提出了一种基于图像处理技术的围度测量与记录系统,该系统可以高效、经济地取代现有的人工测量与记录过程。该系统使用树的数字图像,该图像使用树上绘制的当前数字来识别树的编号及其宽度。首先对图像进行阈值处理,然后使用多个过滤条件对图像进行过滤,以识别可能的候选数字。然后将识别出的blobs馈送到Tesseract OCR进行数字识别。然后用不同的准则对阈值图像进行再次滤波,分割出绘制在树上的黑色条带,然后使用校准参数计算树的宽度。一旦确定了树号并计算了宽度,树的测量周长就存储在确定的树号下的数据库中。结果表明,该系统显著提高了主要人工林的效率和经济性。随着未来的发展,我们正在提出一个使用标准化二维条形码作为树木标识符的标准商业周长测量系统
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image Processing Based Girth Monitoring and Recording System for Rubber Plantations
Measuring the girth and continuous monitoring of the increase in girth is one of the most important processes in rubber plantations since identification of girth deficiencies would enable planters to take corrective actions to ensure a good yield from the plantation. This research paper presents an image processing based girth measurement & recording system that can replace existing manual process in an efficient and economical manner. The system uses a digital image of the tree which uses the current number drawn on the tree to identify the tree number & its width. The image is threshold first & then filtered out using several filtering criterion to identify possible candidates for numbers. Identified blobs are then fed to the Tesseract OCR for number recognition. Threshold image is then filtered again with different criterion to segment out the black strip drawn on the tree which is then used to calculate the width of the tree using calibration parameters. Once the tree number is identified & width is calculated the girth the measured girth of the tree is stored in the data base under the identified tree number. The results obtained from the system indicated significant improvement in efficiency & economy for main plantations. As future developments we are proposing a standard commercial system for girth measurement using standardized 2D Bar Codes as tree identifiers
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