户外招牌图像中店铺名称的自动检测与识别

Jonghyun Park, Gueesang Lee, A. Lai, Euichul Kim, Junsik Lim, Soohyung Kim, Hyungjeong Yang, Sang-Wook Oh
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引用次数: 6

摘要

本文介绍了一种户外招牌图像中韩语文字或店铺名称的自动检测与识别系统。该系统包括对手机摄像头拍摄的招牌图像中的文本进行检测、二值化和提取,以识别店名。它可以处理不同的字体样式和大小以及照明的变化。利用非线性网格对连通分量分析检测到的单个特征进行识别,从二值化后的图像中提取垂直分量和水平分量的特征向量。本文所提出的方法已应用于一个朝鲜语文本翻译系统,该系统能够自动检测和识别朝鲜语文本并生成翻译结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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Automatic Detection and Recognition of Shop Name in Outdoor Signboard Images
In this paper, a system for automatic detection and recognition of Korean texts or shop names in outdoor signboard images is described. The system includes detection, binarization and extraction of text in a signboard image captured by a camera of a mobile phone for the recognition of the shop name. It can deal with different font styles and sizes as well as illumination changes. Individual characters detected by connected component analysis are recognized by using nonlinear mesh, in which feature vectors of vertical and horizontal components are extracted from the binarized image. Proposed methods have been applied to a Korean text translation system, which can automatically detect and recognize Korean texts and generate the translation result.
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