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基于四分法的餐盘污点检测算法研究与实现

发表时间:2017-02-28  浏览量:1457  下载量:347
全部作者: 郑明虎,郭建,曾雅丹
作者单位: 湘潭大学物理与光电工程学院;中国科学院海西研究院泉州装备制造研究所
摘 要: 提出一种高效、实时的针对可降解的一次性餐具污点检测的算法。利用动态阈值法对图像中的疵点进行提取,并使用四分法对图像进行分割迭代,寻找疵点最密集区域,以此来推测餐盘的污点是否明显,从而判断出餐盘的洁净度是否合格。实验结果表明,该算法的正确检出率高达96%,满足基本的生产需求。
关 键 词: 图像处理;餐盘检测;疵点检测;污点检测;四分法
Title: Research and implementation of plate stain detection algorithm based on quartering
Author: ZHENG Minghu, GUO Jian, ZENG Yadan
Organization: School of Physics and Optoelectronics, Xiangtan University; Quanzhou Institute of Equipment Manufacturing, Haixi Institute, Chinese Academy of Sciences
Abstract: This paper proposed an efficient and timely stain detection algorithm for biodegradable disposable cutlery. The dynamic threshold was adopted to extract the defect points, and quartering which segments the image by iterating several times was used to find the densest area of the defect point, so as to decide whether the stain was apparent or not, and then the plate was labeled by whether being qualified or not according to the result. The experimental results show that the correct detection rate of the algorithm is up to 96%, which meets the basic needs of production.
Key words: image processing; plate detection; defect points detection; stain detection; quartering
发表期数: 2017年2月第4期
引用格式: 郑明虎,郭建,曾雅丹. 基于四分法的餐盘污点检测算法研究与实现[J]. 中国科技论文在线精品论文,2017,10(4):381-386.
 
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