基于联合插值—恢复的超分辨率图像盲复原

常规的超分辨复原方法需要预知退化图像的点扩展函数，但实际应用中许多退化图像的点扩展函数是未知的，因此提出一种新的超分辨率图像盲复原算法，在点扩展函数未知或不确知的情况下对图像进行恢复。该联合插值—恢复的超分辨率图像盲复原方法，利用多信道盲复原估计未知的点扩展函数，迭代运用帧间相似性确定模糊特性，同时结合超分辨率方法得到高分辨率图像。实验结果表明，该算法能有效地实现超分辨率图像的盲复原。

Blind image super-resolution restoration based on joint interpolation-restoration scheme

The primary motivation for developing the blind algorithm is due to the observation that most existing Super-Resolution(SR) methods assume the point spread function are known in advance,which may not be true in many real-world applications.In view of this,this paper presented a novel blind SR algorithm to enhance image resolution without knowledge of the point spread function.The authors formulated the SR problem into a new framework of joint interpolation-restoration scheme.The main contribution of this me...