Optimal fusing of video sequence images
Aleksey Maksimov, Vladislav V. Sergeyev · 2020
In this paper, we consider the problem of multi-frame super-resolution. We propose an information technology of optimal (in terms of mean square error) multiplexing of video signals. A field of interpolation error dispersions is formed for each previously enlarged frame before the fusion procedure. The values of this field are used to calculate the optimal weighting coefficients of every sample during the formation of the resulting image with a higher spatial resolution. A series of experiments was carried out on a test video set with a statically mounted camera to examine the proposed method.