Title :
Slice error concealment based on size-adaptive SSIM matching and motion vector outlier rejection
Author :
Gao, Hai ; Tham, Jo Yew ; Lee, Wei Siong ; Goh, Kwong Huang
Author_Institution :
Inst. for Infocomm Res., A*STAR, Singapore, Singapore
Abstract :
Consecutive corrupted MBs or slice errors are commonly seen in modern video transmission systems. Temporal error concealment is an effective approach to reduce the impact of errors. Conventional temporal error concealment techniques recover slice errors on a MB basis. We propose a new novel temporal scheme for slice error concealment based on a size-adaptive region basis. Size-adaptive region boundary matching can significantly reduce the misalignments or side mismatches that are commonly seen in MB-based approaches. Instead of using MSE or MAE as the matching criteria, We propose a matching criterion based on structural similarity (SSIM). Our proposed matching criterion can achieve better structural alignments and better visual perceptual quality. We also propose a method to detect motion vector outliers at the last stage of the error concealment scheme, which can further improve the visual quality of the concealed videos. Our proposed scheme conceals slice errors with good accuracy as well as low computation complexity, and it can be applied for real-time applications.
Keywords :
communication complexity; data communication; image matching; image motion analysis; video communication; visual perception; MB basis; conventional temporal error concealment technique; motion vector outlier rejection; real time application; size adaptive SSIM matching; size adaptive region boundary matching; slice error concealment; structural similarity; video transmission system; visual perceptual quality; visual quality; Humans; Indexes; Machine vision; Pixel; Real time systems; Streaming media; Visualization; Slice error concealment; motion vector outlier rejection; size-adaptive matching; structural similarity; temporal error concealment;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946855