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Fast vignetting correction and color matching for panoramic image stitching

机译:快速渐晕校正和色彩匹配,实现全景图像拼接

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When images are stitched together to form a panorama there is often color mismatch between the source images due to vignetting and differences in exposure and white balance between images. In this paper a low complexity method is proposed to correct vignetting and differences in color between images, producing panoramas that look consistent across all source images. Unlike most previous methods which require complex non-linear optimization to solve for correction parameters, our method requires only linear regressions with a low number of parameters, resulting in a fast, computationally efficient method. Experimental results show the proposed method effectively removes vignetting effects and produces images that are highly visually consistent in color and brightness.
机译:当将图像缝合在一起以形成全景时,由于渐晕以及图像之间的曝光和白平衡差异,源图像之间通常会出现颜色不匹配的情况。本文提出了一种低复杂度的方法来校正渐晕和图像之间的色彩差异,从而生成在所有源图像上看起来都一致的全景图。与大多数以前的方法需要复杂的非线性优化来解决校正参数不同,我们的方法仅需要少量参数即可进行线性回归,从而实现了一种快速,计算效率高的方法。实验结果表明,该方法有效消除了渐晕效果,并产生了色彩和亮度在视觉上高度一致的图像。

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