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一种基于鱼眼全景拍摄的畸变车牌校正新方法

New Method for Non - linear Distortion Correction of Chinese Vehicle License Plate

中文摘要英文摘要

由于全景图像的采集受到鱼眼镜头和各种因素的干扰,得到的车牌图像经常产生畸变,实现车牌图像畸变校正对提高车牌识别准确率具有重要意义。本文提出一种将畸变图像近似分割校正的方法,主要思路是将非线性的畸变的车牌图像,根据车牌字符特征进行近似分割,用线性近似逼近非线性的方法确定角点,采用透视投影模型,重构车牌图像,实现非线性畸变的车牌图像校正。实验证明,本文方法针对非线性畸变车牌图像的校正效果较为显著。

Since the image acquisition is interfered by various factors, and the image of the license plate is often distorted, the distortion correction of the license plate image is of great significance to improve the accuracy of the license plate recognition. In this paper, we propose a new method to segment distorted images for linear approximation. The main idea is to segment the non-linear distorted license plate images into linear parts according to the license plate character, searching for the corners of each part, then reconstructing the non-linear distortion of the license plate image by using the perspective projection model, finally realizing the license plate image correction. Experimental results show that the proposed method is effective for the correction of non-linear distortion plate images.

刘煜、赵麒瑞

电子技术应用

非线性畸变图像分割透视变换

Non-linear distortionImage segmentationPerspective transformation

刘煜,赵麒瑞.一种基于鱼眼全景拍摄的畸变车牌校正新方法[EB/OL].(2017-05-17)[2025-08-03].http://www.paper.edu.cn/releasepaper/content/201705-1111.点此复制

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