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计算机系统应用英文版:2018,27(3):240-245
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基于投影算子的图书索书号自动识别
(1.首都经济贸易大学 信息学院, 北京 100070;2.北京物资学院 物流学院, 北京 101149)
Auto Recognition of Call Number for Library Books Based on Projection Operator
(1.Information School, Capital University of Economics and Business, Beijing 100070, China;2.Logistics School, Beijing Wuzi University, Beijing 101149, China)
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Received:June 15, 2017    Revised:July 12, 2017
中文摘要: 图书书脊和索书号的识别是图书馆自动存取书机器人的关键技术,提高书脊和索书号识别的效率是研究的热点.研究一种简单的投影算子将其应用于书脊和索书号的识别以提高了识别效率和速度;以书架图书二值化图内容为基础,构建图书列向量,在列投影算子的作用下求得列投影向量,根据列投影向量曲线的情况快速准确识别图书书脊;以单本书脊二值化图内容为基础,分别构建书脊行向量和列向量,通过行投影算子得到行投影向量,根据行投影向量曲线的变化情况识别索书号元素的行位置信息,通过列投影算子得到列投影向量,根据列投影向量曲线的变化情况识别出索书号元素的列位置信息,根据行、列位置信息切分出索书号元素图片,在归一化后计算待识别索书号元素图片与字符标准模板的匹配度,将最大匹配度所对应的字符标准模板映射的字符作为识别结果;经实验证明基于投影算子的书脊和索书号识别的速度快,准确率高.
Abstract:The recognition of the book spine and call number is crucial for a robot working in library, which has become a hot spot of present research. In this paper, a simple projection operator is proposed and studied to improve the detection of the book spine and call number. A column vector of book is constructed on the basis of the binary image of books in bookshelf, then a project column vector is obtained through a column projection operator. The book spine can be recognized correctly by analyzing the curve of the project column vector. Similarly, the row vector and the column vector of the book spine are constructed on the basis of the binary image of the book spine with a call number. Then, a project row vector is obtained through a row projection operator. The row position information of the call number can be recognized by analyzing the curve of the row projection vector. In a similar way, a project column vector is obtained through a column projection operator, and the column position information can be recognized by analyzing the curve of the column vector. On the basis above, each image element of the call number can be cut and the matching degree between the image element and standard char template can be calculated after normalization, through which the char corresponding to the maximal match degree will be regarded as the recognition result. Experiments show that the projection operator can quickly and correctly recognize the book back as well as the call number.
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基金项目:北京高等学校高水平人才交叉培养“实培计划”大学生科研训练计划深化项目;北京市教育委员会科技一般项目(KM201710038001,SQKM20150037002);首都经济贸易大学信息学院科研创新团队项目(数据化管理与决策)
引用文本:
曹海青,王丹煜,姚志英,程玥,郑博一.基于投影算子的图书索书号自动识别.计算机系统应用,2018,27(3):240-245
CAO Hai-Qing,WANG Dan-Yu,YAO Zhi-ying,CHENG Yue,ZHENG Bo-Yi.Auto Recognition of Call Number for Library Books Based on Projection Operator.COMPUTER SYSTEMS APPLICATIONS,2018,27(3):240-245