An automatic sign recognition and translation system

Jie Yang, Jiang Gao, Ying Zhang, Xilin Chen, A. Waibel
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引用次数: 45

Abstract

A sign is something that suggests the presence of a fact, condition, or quality. Signs are everywhere in our lives. They make our lives easier when we are familiar with them. But sometimes they pose problems. For example, a tourist might not be able to understand signs in a foreign country. This paper discusses problems of automatic sign recognition and translation. We present a system capable of capturing images, detecting and recognizing signs, and translating them into a target language. We describe methods for automatic sign extraction and translation. We use a user-centered approach in system development. The approach takes advantage of human intelligence if needed and leverage human capabilities. We are currently working on Chinese sign translation. We have developed a prototype system that can recognize Chinese sign input from a video camera that is a common gadget for a tourist, and translate the signs into English or voice stream. The sign translation, in conjunction with spoken language translation, can help international tourists to overcome language barriers. The technology can also help a visually handicapped person to increase environmental awareness.
一个自动标识识别和翻译系统
符号是暗示存在某一事实、状况或品质的东西。符号在我们的生活中无处不在。当我们熟悉它们时,它们使我们的生活更容易。但有时它们也会带来问题。例如,游客可能无法理解外国的标志。本文讨论了自动标识识别和自动翻译问题。我们提出了一个能够捕捉图像,检测和识别符号,并将其翻译成目标语言的系统。我们描述了自动符号提取和翻译的方法。我们在系统开发中使用以用户为中心的方法。这种方法在需要时利用人类的智慧,并利用人类的能力。我们目前正在进行中文标识的翻译。我们已经开发了一个原型系统,它可以识别从游客常用的摄像机输入的中文标志,并将其翻译成英语或语音流。标志翻译与口语翻译相结合,可以帮助国际游客克服语言障碍。这项技术还可以帮助视力有障碍的人提高环保意识。
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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