基于边缘信息的图像拼接技术

Zhi-guo Wu, Ming-jia Wang, Yu-qing Wang
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引用次数: 4

摘要

图像拼接是图像处理领域的一个重要分支。本文设计并实现了一种基于边缘信息的图像拼接技术。该技术适合工程应用。首先对相邻帧的两幅图像进行卷积运算,得到边缘图像。然后我们将边缘图像切成小块,计算它们的空间频率。根据空间频率值选择合理的配准模型组。我们计算了模型组和当前帧边缘图像的相关强度和移动偏移量的值。我们可以用它们来完成图像拼接。我们使用分辨率为1024 * 768的视频序列进行实验。结果表明,该方法效果好,适应性强。算法效率高,运行时间为24 ms。它适用于有实时处理要求的应用。该方法是一种有效的适合工程应用的拼接技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image Mosaic Technique Based on the Information of Edge
Image mosaic is an important branch in the field of image processing. This paper designs and realizes an image mosaic technique based on the information of edge. The technology is suitable for engineering application. First of all, two images of the adjoining frames are processed by convolution operation, get the edge images. And then we cut edge image into pieces and compute their spatial frequency. According to the value of the spatial frequency select reasonable registration model group. We compute correlation strength and the value of movement offset which are the model group and the current frame edge image. We can complete image mosaic by them. We use video sequence which of the resolution is 1024 * 768 do the experiment. The results show that the method has good effect and strong adaptability. Algorithm is high efficiency which running time is 24 ms. It is suitable for real-time processing requirements of the application. This method is an effective mosaic technique which is suitable for engineering application.
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