以最小的信息损失对数字图像进行放大和缩小

A. Judi
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引用次数: 1

摘要

彩色去马赛克是一个关键的图像处理步骤,旨在从记录的原始图像中重建缺失的像素。如果没有重建,图像质量很差,并产生强烈的可见伪影。在当前的数字时代,基于多分辨率技术的图像插值技术正在被发现和发展。图像处理最重要的方面是使用各种技术提高图像质量的方法。图像插值就是这样一种技术。插值技术确定了样本间位置的函数值。插值技术有最近邻插值、双线性插值、双三次插值。我的工作展示了使用交替投影的反马赛克,与双线性插值相比,它具有更好的性能和最小的信息损失。
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AN ENLARGEMENT AND REDUCTION OF DIGITAL IMAGES WITH MINIMUM LOSS OF INFORMATION
Color demosaicing is a key image processing step aiming to reconstruct the missing pixels from a recorded raw image. Without reconstruction the image is with a poor quality and produce strong visible artifacts. In current digital era, the image interpolation technique is based on multiresolution technique are being discovered and developed. The most important aspect of image processing is the ways in which the quality of an image is improved using various techniques. Image interpolation is one such technique. Interpolation technique determine the values of function at position lying between samples. The interpolation techniques are nearest neighbour, bilinear, bicubic interpolation. My work presents demosaicing using alternating projection with better performance with minimum loss of information than bilinear interpolation.
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