Adaptive ANN-based method of constructing an interpolation formula for doubling the image size

The architecture of an artificial neural network that solves the problem of constructing interpolation formulas for doubling the size of images is proposed. The trained model receives a 4×4 matrix as an argument. The result is an interpolation formula represented as a weight vector for 4 points. A c...

Full description

Bibliographic Details
Main Author: Sergey Vaganov
Format: Article
Language:English
Published: Samara National Research University 2019-08-01
Series:Компьютерная оптика
Subjects:
Online Access:http://computeroptics.smr.ru/KO/PDF/KO43-4/430415.pdf