Temporal and Inter-view Consistent Error Concealment Technique for Multiview plus Depth Video
Multiview plus depth (MVD) is an emerging video format with many applications, including 3D television and free viewpoint television. During broadcast of compressed MVD video, transmission errors may cause the loss of whole frames, resulting in significant degradation of video quality. Error concealment techniques have been widely used to deal with transmission errors in video communication. However, the existing solutions do not address the requirement that the reconstructed frames be consistent with neighbouring frames, i.e., corresponding pixels have consistent color information. We propose a new consistency model for error concealment of MVD video that allows to maintain a high level of consistency between frames of the same view (temporal consistency) and those of neighbouring views (inter-view consistency). We then propose an algorithm that uses our model to implement concealment in a consistent way. Simulations with the reference software for the Multiview Video Coding project of the Joint Video Team (JVT) of the ISO/IEC MPEG and ITU-T VCEG show that our method outperforms benchmark techniques, including a baseline approach based on the Boundary Matching Algorithm, with respect to both reconstruction quality and view consistency.
Citation:Khattak, S., Maugey, T., Hamzaoui, R., Ahmad, S. and Frossard, P. (2016) Temporal and Inter-view Consistent Error Concealment Technique for Multiview plus Depth Video. IEEE Transactions on Circuits and Systems for Video Technology , 26 (5), pp. 829-840
Research Group:Centre for Electronic and Communications Engineering