有效的超分辨率使用边缘定向不锐利掩蔽锐化方法

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI:10.1109/ISM.2013.100

Kuo-Shiuan Peng, F. Lin, Yi-Pai Huang, H. Shieh

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引用次数: 5

摘要

本文研究了利用边缘定向非锐利掩蔽锐化(EDUMS)方法实时实现单幅图像超分辨率的潜力。为了在不锐利的掩蔽锐化下实现高效的实时实现，分辨率增强过程只需要简单的滤波操作，而不需要迭代。同时，利用边缘定向信息作为非锐化掩膜锐化方法的先验，有效地抑制了锯齿状伪影。该方法具有边缘结构清晰、细节逼真、伪影最小的特点。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Efficient Super Resolution Using Edge Directed Unsharp Masking Sharpening Method

This paper investigated the potential of the real-time implementation in single image super resolution using edge directed unsharp masking sharpening (EDUMS) method. To achieve efficient real-time implementation with unsharp masking sharpening, the resolution enhancement process needed only simply filtering operations without iterations. Also, with edge directed information as the prior of the unsharp masking sharpening method, the jaggy artifact was efficiently suppressed. Clear edge structures and vivid details of high resolution images with minimum artifacts were presented by the proposed method.

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来源期刊

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)

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