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A Joint Image Registration and Super Resolution Method Using a Combinational Continuous Generative Model
In super resolution (SR) technique, as an inverse problem, generative model forms low resolution (LR) images from a high resolution (HR) image. This process consists of three principal operations, namely warping, blurring ...
Simultaneous Methods of Image Registration and Super-Resolution Using Analytical Combinational Jacobian Matrix
In this paper we propose two simultaneous image registration (IR) and super-resolution (SR) methods using a novel approach in calculating the Jacobian matrix. SR is the process of fusing several low resolution (LR) images ...
Joint Image Registration and Super-Resolution Based on Combinational Coefficient Matrix
In this paper we propose a new joint image registration (IR) and super-resolution (SR) method by combining the three principal operations of warping, blurring and down-sampling. Unlike previous methods, we neither calculate ...
Super Resolution on The Centroid Reference Grid
In the multiframe image super-resolution (SR) methods a sequence of low-resolution (LR) images is used to create a high-resolution (HR) image. In all aforegoing methods, all of the LR images were registered with respect ...