Automatic inspection of LED indicators on automobile meters based on a seeded region growing algorit

来源 :Journal of Zhejiang University-Science C(Computer & Electron | 被引量 : 0次 | 上传用户:my_wenzi
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Light emitting diode (LED) indicators used on automobile meters are essential for safe driving and few errors can be tolerated. The current manual inspection approach can achieve only 95% accuracy rate in weeding out errors occurring in the production process. It is imperative to improve the accuracy of the inspection process to better achieve the goal of safe driving. This paper proposes an automatic inspection method for LED indicators for use on automobile meters. Firstly,red-green-blue (RGB) color images of LED indicators are acquired and converted into R,G,and B intensity images. A seeded region growing (SRG) algorithm,which selects seeds automatically based on Otsu’s method,is then used to extract the LED indicator regions. Finally,a region matching process based on the seed and three area parameters of each region is applied to inspect the LED in-dicators one by one to locate any errors. Experiments on standard automobile meters showed that the inspection accuracy rate of this method was up to 99.52% and the inspection speed was faster compared with the manual method. Thus,the new method shows good prospects for practical application. The current manual inspection approach can achieve only 95% accuracy rate in weeding out errors occurring in the production process. It is imperative to improve the accuracy of the inspection process to better achieve the goal of safe driving. This paper proposes an automatic inspection method for LED indicators for use on automobile meters. A, seeded region growing (SRG) algorithm, which selects seeds based on Otsu’s method, is then used to extract the LED indicator regions. Finally, a region matching process based on the seed and three area parameters of each region is applied to inspect the LED in-dicators one by one to locate any errors. Experiments on standard automobile meters showed that the inspection accuracy rate of this m ethod was up to 99.52% and the inspection speed was faster compared with the manual method. Thus, the new method shows good prospects for practical application.
其他文献
We demonstrate a high power single-frequency fiber laser.By using phosphate glass fiber as its gain media, the laser can achieve high output power of 100 mW in
“如果我被‘骗’到一个昏暗的空间里(电影院),看两个小时很烂的电影,我会很郁闷很生气。”与莱玛影视传媒创始人潘美旭(Julliet Pan)的结识纯属偶然,作为某次大型论坛上的发
目的 :分析早期肝癌的螺旋 CT多期增强扫描的表现特征 ,评价其应用价值。 方法 :18例经手术病理或临床证实的早期肝癌病人 ,全部接受螺旋 CT多期增强扫描检查 ,以双盲法分析
A novel approach to generate and distribute ultra-wideband(UWB) pulses in optical domain is investigated. In this proposed scheme,a dual-electrode Mach-Zehnder
纪念谢晋导演诞辰九十周年,“海上话剧工场”精心打造的话剧《最后的贵族》正在热排中,将于12月17—22日在上海人民大舞台首演。话剧《最后的贵族》是根据谢晋的同名电影改编
本文提出了一台行波管电子注测量分析系统的设计方案,分析了基于法拉第筒探针的脉冲测量的方法,并考虑脉冲上升沿的抖动特性造成电子注的不稳定性,减少测量误差。分别对测量电子注纵向速度分布的两种方法进行了探讨。
从地震剖面精细解释出发,结合区域应力场进行分析,指出马2断块存在负花状构造,并对其与油气藏的关系进行分析,进而指出断层发育与注采井调整和剩余油分布的关系. Based on the det
张量音频大地电磁法(AMT)和张量可控源音频大地电磁法(CSAMT)近来在浅层高分辨率电导率填图方面有了很大发展,为使频率连续且范围从1—100kHz,采用了便携式直立回线发射器以
英语阅读就是读者利用相关的英语知识和非英语知识去解读包含一定英语知识和非英语知识的阅读材料;英语阅读技能的提高同时也能促进运用语言的能力。本文探讨了如何帮助大学
肿瘤的发生发展是极复杂的过程 ,大体分为两个阶段 ,即肿瘤细胞的克隆增殖阶段和随后血管形成支持肿瘤持续生长阶段。因此 ,阻断血管形成成为探索抑制肿瘤的新途径 [1 ]。血