Single Image Super-Resolution Using Compressive Sensing With a Redundant Dictionary

In medical imaging and astronomical observation, high-resolution (HR) images are urgently desired and required. In recent years, many researchers have proposed various ways to achieve the goal of image super-resolution (SR), ranging from simple linear interpolation schemes to nonlinear complex metho...

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Bibliographic Details
Main Authors: Yicheng Sun, Guohua Gu, Xiubao Sui, Yuan Liu, Chengzhang Yang
Format: Article
Language:English
Published: IEEE 2015-01-01
Series:IEEE Photonics Journal
Subjects:
Online Access:https://ieeexplore.ieee.org/document/7055220/