Image reconstruction using the modified texture synthesis algorithm

• Published in: IOP conference series. Materials Science and Engineering Vol. 1029; no. 1; pp. 12117 - 12123
• Main Authors: Ibadov, R R, Gapon, N V, Ibadov, S R, Kucheryavenko, S V
• Format: Journal Article
• Language: English
• Published: IOP Publishing 01.01.2021
• ISSN: 1757-8981; 1757-899X; 1757-899X
• DOI: 10.1088/1757-899X/1029/1/012117

The article discusses a method for image reconstruction based on the search for similar blocks using a texture synthesis algorithm. The effectiveness of the new approach is shown using several examples for various areas with lost pixels. The subject of the research is methods and algorithms for processing space-time reconstruction of two-dimensional signals based on a geometric model of images. The object of research is a set of test static images. The result of the study is a modification of the image reconstruction method based on the search for similar blocks in order to reduce the error in image reconstruction. The novelty of the work is an algorithm that improves the quality of image restoration. The results obtained make it possible to reduce the root mean square error.