Multi-script Text Detection from Images: A Survey

Nidhi J. Dadiya, Mukesh M Goswami
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引用次数: 1

Abstract

Textual information in images contains small but crucial information. Text detection is first necessary step to extract text from images. It has applications including intelligent car driving system, translation, information retrieval and many more. Therefore as a result, it is broadly studied. Detecting texts from images is a complex problem due to background, varied font size, style, orientation and transparency of text. Detecting multilingual text from images adds further complexity to computer vision problem that is primary to a collection of prominent applications. Since India is a multilingual country, multi script texts appears almost everywhere. The universal features for multi script environment are unknown due to different format, height and strokes of languages. Therefore detecting multi script text from images is an important yet unsolved problem. This paper provides a survey on available techniques to detect multi script text from images.
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基于图像的多脚本文本检测研究综述
图像中的文本信息包含了少量但至关重要的信息。文本检测是从图像中提取文本的第一个必要步骤。它的应用包括智能汽车驾驶系统、翻译、信息检索等。因此,它得到了广泛的研究。由于文本的背景、字体大小、样式、方向和透明度的不同,从图像中检测文本是一个复杂的问题。从图像中检测多语言文本进一步增加了计算机视觉问题的复杂性,这是一系列突出应用程序的主要问题。由于印度是一个多语言国家,多文字文本几乎无处不在。由于语言的格式、高度和笔画的不同,多脚本环境的通用特性是未知的。因此,从图像中检测多脚本文本是一个重要但尚未解决的问题。本文综述了从图像中检测多脚本文本的现有技术。
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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