Description: 这是一个matlab程序,用双边滤波器实现了图像内插.-This is a matlab program, using the bilateral filter to achieve an image interpolation. Platform: |
Size: 2048 |
Author:Lili |
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Description: the noise deteriorates the
interpolation performance in digital images, it is effective to
employ denoising prior to the interpolation. In this paper, we
propose a novel interpolation framework in which denoising
and image sharpening methods are embedded. In the
proposed framework, the image is first decomposed using the
bilateral filter into the detail and base layers which represent
the small and large scale features, respectively. The detail
layer is adaptively smoothed to suppress the noise before
interpolation and an edge-preserving interpolation method is
applied to both layers. Finally, the high resolution image is
obtained by combining the base and detail layers.
Experimental results show that the proposed algorithm
outperforms the conventional methods Platform: |
Size: 1034240 |
Author:prabhakaran |
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Search - interpolation using bilateral filter