The algorithm of Image reconstruction based on analysis of local binary patterns

Abstract

The algorithm of Image reconstruction based on analysis of local binary patterns

V.V. Voronin, R.A. Sizyakin, N.V. Gapon, V.A. Frantz, A.U. Kolosov

Incoming article date: 14.09.2013

The paper presents a method of detecting distortions in the archival photo documents by texture analysis based on local binary patternss. The proposed approach consists of the following stages: pre-treatment and detection of scratches. Pre-treatment is used to reduce the effects of noise and small defects in the image. To recognize the class of defects using a support vector machine. The effectiveness of the new approach on several examples in the detection of defects.

Keywords: digital image processing, detection of defects, archival photographs, local binary patterns