Classification-based spatial error concealment for images

TitleClassification-based spatial error concealment for images
Publication TypeConference Papers
Year of Publication2003
AuthorsChen M, Wu M, Zheng Y
Conference NameImage Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Date Published2003/09//
Keywordsalgorithm;, classification-based, classification;, classifier;, complexity;, computational, concealment, error, image, Machine;, machines;, moderate, scheme;, spatial, state-of-the-art, Support, SVM, vector
Abstract

This paper presents a new, classification-based spatial error concealment algorithm for images. The proposed scheme takes advantage of two state-of-the-art concealment schemes and adaptively selects a better suitable concealment scheme for each corrupted block. Using a support vector machine (SVM) classifier, our proposed approach outperforms the prior art in terms of the concealment quality and has moderate computational complexity.

DOI10.1109/ICIP.2003.1246770