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Simple solution for public transport route number recognition based on visual information

机译:基于视觉信息的公共交通路线编号识别简单解决方案

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Freedom of movement is a major challenge for people with visual impairments. Movement in urban spaces is a particular problem. Hence, the aim of this study was to develop a method for locating and recognizing a public transport route number on the basis of visual information collected using smart-phone cameras. The proposed image processing algorithm, based on photos of oncoming buses or trams, generates text information of the route number of the oncoming vehicle using Computer Vision (CV) and Optical Character Recognition (OCR) techniques. The accuracy of the public transport route number identification based on a single image is approximately 60%. However, by collecting the results of a series consecutive shots, a recognition performance of over 85% is obtained.
机译:运动自由是视觉损伤人士的主要挑战。城市空间的运动是一个特殊的问题。因此,本研究的目的是在使用智能手机摄像机收集的视觉信息的基础上开发一种用于定位和识别公共交通路线号的方法。基于迎面而来的总线或电车的照片的提出的图像处理算法,使用计算机视觉(CV)和光学字符识别(OCR)技术生成迎面而来的车辆的路线数的文本信息。基于单个图像的公共交通路线号码识别的准确性约为60%。但是,通过收集连续镜头的结果,获得超过85%的识别性能。

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