计算机工程与应用Issue(13)：168-171,4.DOI:10.3778/j.issn.1002-8331.1307-0258
基于相机阵列的叠层纸张数量检测
Apparatus and method for stacked sheet counting with camera array
摘要
Abstract
There is an emerging requirement for quality control like sheet-counting in printing and packaging industry, where machine vision methods are widely adopted due to their nondestructive and real-time merits. However, the conven-tional single-camera scanning systems often suffer from insufficient resolution while handling the sheet-counting issue of ultrahigh stacks. To solve the problem, this paper presents a new apparatus using camera array and advanced image pro-cessing algorithms. The system architecture of the apparatus is briefly described, and much emphasis is exerted on the line detection of images based on an improved Canny edge algorithm. Particularly, the fusion of results from multi-camera imaging is described in details. Through more than one year’s test in factory production lines, it is demonstrated that the apparatus can satisfy the high-accuracy requirement of real-time sheet-counting task with an error less than 6‱.关键词
机器视觉/烟标数量检测/Canny边缘检测算子/Hough变换Key words
machine vision/packing paper counting/Canny detector/Hough transform分类
信息技术与安全科学引用本文复制引用
陈飞,朱海斌,贾康成,肖昌炎..基于相机阵列的叠层纸张数量检测[J].计算机工程与应用,2015,(13):168-171,4.基金项目
湖南省自然科学常德联合基金（No.12JJ9019）；国家自然科学基金（No.61172160）。 （）
