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Paco and Paco-Dct: Patch Consensus and Its Application To Inpainting

机译:Paco和Paco-Dct:补丁共识及其在修复中的应用

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Many signal processing methods break the target signal into overlapping patches, process them separately, and then stitch them back to produce an output. How to merge the resulting patches at the overlaps is central to such methods. We propose a novel framework for this type of problem based on the idea that estimated patches should coincide at the overlaps (consensus), and develop an algorithm for solving the general problem. In particular, an efficient method for projecting patches onto the consensus constraint is presented. Finally, a simple and effective audio/image/video inpainting algorithm is developed using this framework.
机译:许多信号处理方法将目标信号分解为重叠的小块,分别对其进行处理,然后将它们缝起来以产生输出。如何在重叠处合并生成的补丁是此类方法的核心。我们基于估计的补丁应该在重叠处(共识)重合的思想,提出了一种针对此类问题的新颖框架,并开发了一种用于解决一般问题的算法。特别是,提出了一种将补丁投影到共识约束上的有效方法。最后,使用该框架开发了一种简单有效的音频/图像/视频修复算法。

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