Automated Sorting and Grading of Agricultural Products based on Image Processing

Hafiz Muhammad Tayyab Abbas, Usama Shakoor, Muhammad Jaleed Khan, M. Ahmed, K. Khurshid
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引用次数: 12

Abstract

Demand of good quality fruits is increasing with the rise in population. GDP of the many countries rely upon its export. Major part of GDP of Pakistan depends on its fruit export business. The present quality detection, sortation & dispensing systems have the downside of low yield, time consumption, high cost and complication. The study purpose of machine-controlled fruit sorting using image processing is to create higher quality fruit sorting, quality maintenance, production and to cut back labor concentration. It is a necessity for machine-controlled system that quick and quality feature detection as well as quick dispensing of fruits is carried out. A comprehensive review of current work related to automated sorting and grading of agricultural products is presented in this paper. We also propose a complete end to end system of automated and efficient fruit sorting and grading based on image processing. Effectiveness of the proposed structure is demonstrated by the initial experimental results.
基于图像处理的农产品自动分拣分级
随着人口的增加,对优质水果的需求也在增加。许多国家的国内生产总值依赖于出口。巴基斯坦国内生产总值的很大一部分依赖于其水果出口业务。现有的质量检测、分拣和分配系统存在着成品率低、耗时长、成本高、操作复杂等缺点。利用图像处理技术进行机器控制水果分选的研究目的是为了提高水果分选、质量维护和生产的质量,减少劳动集中。实现水果快速、优质的特征检测和快速分配是机控系统的需要。本文综述了目前有关农产品自动分选和分级的研究进展。我们还提出了一个完整的基于图像处理的自动化、高效的水果分选分级端到端系统。初步的实验结果证明了该结构的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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