自适应和非自适应图像插值技术

Shrutika Mahajan, Dr. Varsha K. Harpale
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引用次数: 20

摘要

图像插值是由已知像素值计算未知像素值的过程。这个程序可以用于放大和对比数字图像。图像插值技术用于各种应用,如消费电子,医学成像和数字x线摄影。有各种算法可用于图像缩放。这些技术主要分为自适应和非自适应图像插值两类。这两种插值技术又进一步分为不同的类型。本文对这些不同的自适应和非自适应图像插值技术进行了概述和比较,并根据其性能参数PSNR(峰值信噪比)进行了比较。在各种插值技术中,自适应边缘增强技术的PSNR为38.95dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive and Non-adaptive Image Interpolation Techniques
Image interpolation is the process of calculating the unknown pixel values from known pixel values. This procedure can be used for enlarging as well as contrasting digital image. Image interpolation techniques are used for various applications such as consumer electronics, medical imaging and digital radiograph. There are various algorithms are available for image scaling. These techniques are mainly divided into two types such as adaptive and non-adaptive image interpolation. These two interpolation techniques are further divided into various types. In this paper, these different adaptive and non-adaptive image interpolation techniques are overviewed and compared on the basis of their performance parameter i.e PSNR (Peak Signal-to-Noise Ratio). From the various interpolation techniques, adaptive edge enhanced technique gives better PSNR of 38.95dB.
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