一种基于改进缝线的图像拼接方法

Qingpeng Liu, Hua Cai, Guangqiu Chen, Shuang Dou, Yong Yang
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引用次数: 2

摘要

传统的基于拼接线的图像拼接算法是通过使图像重叠区域的颜色和邻域结构差异尽可能小来搜索拼接线。但是,当出现颜色单一且结构对称的小物体时,颜色和邻域结构差异无法约束缝线的方向。接缝线与物体交叉的出现,会导致拼接图像中交叉物体的变形。针对这一问题,本文提出了基于上述两部分的图像轮廓能量来惩罚缝线,可以改变缝线的方向。实验结果表明,本文所采用的新能量公式能有效地避免交叉和变形。
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An image mosaic method based on improving seam line
In the traditional image mosaic algorithm based on seam line, the line is searched by making the color and neighborhood structure difference as small as possible in the overlap region of the images. However, when a small object with single color and symmetrical structure appears, the color and the neighborhood structure difference are not able to restrain the direction of the seam line. The appearance of the seam line crossing the object leads to the deformity of the crossed object in the mosaic image. Aiming at this problem, the image contour energy based on the above two parts is proposed to punish seam line in this paper, which can change the direction of seam line. Experimental results show that the new energy formula used in this paper can effectively avoid the crossing and the deformity.
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