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Segment Adaptive Gradient Angle Interpolation

delete2013-08-01
delete24
PRE
AI
C
Christine M. Zwart *
D
David Frakes
DOI:10.1109/TIP.2012.2228493delete
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摘要

摘要

En 中文
We introduce a new edge-directed interpolator based on locally defined, straight line approximations of image isophotes. Spatial derivatives of image intensity are used to describe the principal behavior of pixel-intersecting isophotes in terms of their slopes. The slopes are determined by inverting a tridiagonal matrix and are forced to vary linearly from pixel-to-pixel within segments. Image resizing is performed by interpolating along the approximated isophotes. The proposed method can accommodate arbitrary scaling factors, provides state-of-the-art results in terms of PSNR as well as other quantitative visual quality metrics, and has the advantage of reduced computational complexity that is directly proportional to the number of pixels.
Keyword:
Directional interpolation
image upsampling
isophote
gradient angle
piecewise linear
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期刊

IEEE Transactions on Image Processing 封面图
IEEE Transactions on Image Processing
IF:
13.7
论文数:
1.0W
被引数:
8.4W

机构

A
Arizona State University
学者数:
2.7W
论文数: 2.5W
被引数: 4.2W
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