Title
MMSE-Directed Linear Image Interpolation Based on Nonlocal Geometric Similarity.
Abstract
In this letter, we propose a minimum mean square error (MMSE) directed linear interpolation to compose the high-resolution image from a single low-resolution image. We build up our interpolation model by using some similar image patches selected according to the nonlocal geometric similarity. First, we use a two-stage search scheme to collect the matched patches inside the whole image. Second, a s...
Year
DOI
Venue
2017
10.1109/LSP.2017.2711609
IEEE Signal Processing Letters
Keywords
Field
DocType
Interpolation,Image edge detection,Complexity theory,Image resolution,Reliability,Estimation,Mathematical model
Nearest-neighbor interpolation,Mathematical optimization,Spline interpolation,Multivariate interpolation,Pattern recognition,Interpolation,Stairstep interpolation,Artificial intelligence,Linear interpolation,Trilinear interpolation,Mathematics,Bilinear interpolation
Journal
Volume
Issue
ISSN
24
8
1070-9908
Citations 
PageRank 
References 
0
0.34
13
Authors
4
Name
Order
Citations
PageRank
Shuyuan Zhu115624.72
Zhiying He211.02
Shuaicheng Liu336328.26
B Zeng41374159.35