Error Concealment Method Selection in Texture Images Using Advanced Local Binary Patterns Classifier [chapter]

Želmira Tóthová, Jaroslav Polec, Tatiana Orgoniková, Lenka Krulikovská
2010 Lecture Notes in Computer Science  
There are many error concealment techniques for image processing. In the paper, the focus is on restoration of image with missing blocks or macroblocks. Different methods can be optimal for different kinds of images. In recent years, great attention was dedicated to textures, and specific methods were developed for their processing. Many of them use classification of textures as an integral part. It is also of an advantage to know the texture classification to select the best restoration
more » ... ue. In the paper, selection based on texture classification with advanced local binary patterns and spatial distribution of dominant patterns is proposed. It is shown, that for classified textures, optimal error concealment method can be selected from predefined ones, resulting then in better restoration. For testing, three methods of extrapolation and texture synthesis were used.
doi:10.1007/978-3-642-15907-7_42 fatcat:dsbjrmve7zbhrgfnt42sdpqlim