基于计算机视觉的图书识别系统

Computer vision-based book recognition system

随着社会的发展,由图书馆中图书流动性增加带来的书籍整理与归档难题日益显著。针对这一问题,文章提出了一种智能化系统,利用计算机视觉技术对图书进行识别,通过与图书馆数据库进行数据匹配,以精确定位每本图书的具体位置。具体操作流程包括:通过图书馆内摄像头进行图像采集和预处理,进行书脊检测,提取出每本书籍的索书号区域,并利用OpenCV库对索书号区域内的字符进行识别,最终实现对图书位置的精确定位。

With the development of society,the problem of book sorting and archiving is becoming more and more obvious due to the increasing mobility of library books.In order to solve this problem,an intelligent system was proposed to use computer vision technology to identify books and match the data with the library database to accurately locate the specific location of each book.The specific operation process includes:image acquisition and preprocessing are carried out by cameras in the library,spine detection,extraction of the call number area of each book,and the use of OpenCV library to identify the characters in the call number area,and finally realize the accurate determination of the location of the book.