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A Head-Mounted Device for Recognizing Text in Natural Scenes

机译:头戴式设备,用于在自然场景中识别文本

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摘要

We present a mobile head-mounted device for detecting and tracking text that is encased in an ordinary flat-cap hat. The main parts of the device are an integrated camera and audio webcam together with a simple remote control system, all connected via a USB hub to a laptop. A near to real-time text detection algorithm (around 14 fps for 640 × 480 images) which uses Maximal Stable Extremal Regions (MSERs) for image segmentation is proposed. Comparative text detection results against the ICDAR 2003 text locating competition database along with performance figures are presented.
机译:我们提出了一种用于检测和跟踪文本的移动式头戴式设备,该设备装在普通的平顶帽子中。该设备的主要部分是集成的摄像头和音频网络摄像头以及简单的远程控制系统,所有这些都通过USB集线器连接到笔记本电脑。提出了一种近实时文本检测算法(对于640×480图像,约为14 fps),该算法使用最大稳定极端区域(MSER)进行图像分割。给出了针对ICDAR 2003文本定位竞赛数据库的比较文本检测结果以及性能数据。

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