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
Incoming article date: 14.09.2013The 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