使用计算机视觉在印刷书籍图像中搜索关键字

Felipe Peruchi Simões, Francisco Assis da Silva, Leandro Luiz de Almeida, Danillo Roberto Pereira, Mário Augusto Pazoti, A. O. Artero, M. A. Piteri
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引用次数: 0

摘要

随着电子图书的使用越来越频繁,人们搜索所需主题的速度比搜索实体图书要快。这项工作旨在以Android智能手机应用程序的形式开发一种计算资源,该应用程序基于从书中某一页捕获的图像,通过关键词进行搜索。使用该应用程序的目的是帮助读者快速找到所需的信息。在OpenCV库的辅助下,利用计算机视觉技术开发算法,对图书页面图像进行分割、角度校正、波浪线的识别和校正、识别和字符分类。结果显示,成功率超过88%。
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BUSCA DE PALAVRAS CHAVE EM IMAGENS DE LIVROS IMPRESSOS USANDO VISÃO COMPUTACIONAL
With the increasingly frequent use of books in digital format, people search for the desired subjects in a faster way compared to the search in physical books. This work aimed to develop a computational resource in the form of an application for Android smartphones, which, based on an image captured from a page in a book, performs searches by keywords. The purpose of using the application is to help the reader to find the desired information quickly. We use Computer Vision techniques with the aid of the OpenCV library in the development of algorithms to perform segmentation, correction of the perspective of the book page image, identification and rectification of the wavy lines, recognition and character classification. The results shown were promising with a hit rate of over 88%.
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审稿时长
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