首页> 外文会议>IASTED international conference on Signal processing, pattern recognition, and applications >IMAGE INTERPOLATION TECHNIQUE USING THE SPACE-VARIANT COMPACTLY SUPPORTED FLUENCY DA FUNCTION OF DEGREE 2
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IMAGE INTERPOLATION TECHNIQUE USING THE SPACE-VARIANT COMPACTLY SUPPORTED FLUENCY DA FUNCTION OF DEGREE 2

机译:图像插值技术采用空间变体紧凑型的流畅性DA函数2度

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This paper proposes a new adaptive image interpolation technique. Recently, with the wide-spreading of high resolution displays, enlarging images or videos has become commonplace. So the image interpolation technique is very important to achieve the high quality image enlargement. In this paper, we propose the adaptive image interpolation technique using the space-variant compactly supported fluency DA function of degree 2, whose characteristic is variable in space and frequency domains. By using this function as an interpolation function, the impulse response can be varied according to local characteristics of a target image. Experiments show that our proposed technique is superior in subjective and objective image quality to conventional techniques using space-invariant functions such as bicubic interpolation, with moderate computational cost.
机译:本文提出了一种新的自适应图像插值技术。最近,随着高分辨率显示的广泛传播,放大图像或视频已变得普遍。因此,图像插值技术对于实现高质量的图像放大非常重要。在本文中,我们提出了使用STATE 2的空间变体紧凑支持的流畅性DA函数的自适应图像插值技术,其特征在空间和频域中是可变的。通过使用该功能作为插值函数,可以根据目标图像的局部特征来改变脉冲响应。实验表明,我们的所提出的技术在使用诸如双向插值之类的空间不变的功能的传统技术的主观和客观图像质量方面优异,具有中等的计算成本。

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