An Improved Design and Implementation of Chinese Name Card Recognition System on Mobile Devices

Chi Cui
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引用次数: 1

Abstract

Since name card recognition based on built-in cameras has become popular people now pay more attention to the robustness and effectiveness of the system. In spite of the maturity of OCR some bottlenecks in lower processing level such as spatial correction and segmentation weak its power. Traditional models treating the card image as an orthogonal projection with only affine distortion are too simple and thus perspective correction is needed to enhance the recognition rate.Due to the complexity of the layout of Chinese name cards text segmentation also attaches strong significance to the performance. In this paper a improved name card recognition system would be devised and implemented. Two new algorithms for perspective correction and text segmentation would be proposed respectively.
移动设备上中文名片识别系统的改进设计与实现
随着基于内置摄像头的名片识别技术的普及,人们越来越关注系统的鲁棒性和有效性。尽管OCR技术已经成熟,但在较低的处理层次上存在空间校正和分割等瓶颈,削弱了OCR的能力。传统模型将卡片图像处理为只有仿射畸变的正交投影,过于简单,需要进行透视校正来提高识别率。由于中文名片排版的复杂性,文本分割的性能也具有很强的意义。本文将设计并实现一个改进的名片识别系统。提出了两种新的视角校正算法和文本分割算法。
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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