一种基于金字塔法的无重叠图像拼接新技术

A. Pandey, U. C. Pati
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引用次数: 20

摘要

图像拼接技术已广泛应用于图像工程的各个领域。本研究的主要目的是开发一种新的混合算法,以最小的失真和不可见的接缝来拼接两幅不重叠的图像。该方法使用金字塔技术对图像进行拼接,并使用Savitzky-Golay滤波器平滑生成的拼接图像之间的接缝。Savitzky-Golay滤波器是基于图像强度多项式函数的最小二乘拟合。它有效地降低了噪声并保留了图像信息内容,从而获得了视觉上令人愉悦的拼接图像。实验结果和对比分析表明了该方法的有效性。
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A novel technique for non-overlapping image mosaicing based on pyramid method
Image mosaicing has been used in various arenas of image engineering. The main purpose of this research work is to develop a novel blending algorithm for mosaicing of two non-overlapping images with minimum distortion and no visible seam. In the proposed method, images are mosaiced using the pyramid technique and Savitzky-Golay filter is used for smoothing the seam between the images in the generated mosaic. Savitzky-Golay filter, is based on the least square fitting of polynomial functions of image intensities. It effectively reduces the noise and preserves the image information content resulting in a visually pleasing mosaiced image. The results and comparative analysis show the effectiveness of the proposed method.
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