Review and Comparative analysis of various Image Interpolation Techniques

In this paper, review and analysis of major image interpolation techniques have been presented. Image interpolation is very useful for fast super resolution (SR) of images. In super resolution a low resolution image is converted to a high resolution image. There are a number of methods to implement the Super resolution, However, the fastest method of SR implementation is always interpolation. In the presented work comparison of the major methods in the field of interpolation has been given. Moreover, simulations of different image interpolation techniques have been implemented for the comparison. The simulation results of the different methods have been compared based on the PSNR, MSE and MSSIM quality matrices.