THEME: WORKING PRINCIPLES OF MULTI-FRAME IMAGE SUPER-RESOLUTION

The subject of study in image processing has advanced significantly in recent years because to the strong rise in interest in image super-resolution. The quality of images can be improved using a variety of techniques. In this research, the operating principles and image processing stages of one multi frame picture super-resolution approach were discussed. A sequence of low-resolution (LR) photos are combined to create a high-resolution (HR) image using the multi-frame image super-resolution (SR) technique. Recent years have seen a rise in interest in the issue of multi-frame SR reconstruction as it is necessary or desired in many actual applications. This group of algorithms often builds the association between the recorded LR pictures and the unidentified reconstructed HR image estimations using a linear observation model[1]."Science and innovation" international scientific journal. ISSN: 2181-333