Title :
Revc: Computationally Reliable Video Coding on unreliable hardware platforms: A case study on error-tolerant H.264/AVC CAVLC entropy coding
Author :
Rehman, Semeen ; Shafique, Muhammad ; Kriebel, Florian ; Henkel, Jörg
Author_Institution :
Dept. of Embedded Syst., Karlsruhe Inst. of Technol. (KIT), Karlsruhe, Germany
Abstract :
Advancement in technology has complemented the increased complexity of state-of-the-art video coding standards by providing high-performance multimedia platforms. This has resulted in nonnegligible computational reliability issues, especially with respect to soft errors. This paper motivates the dire need towards computationally Reliable Video Coding (ReVC) on modern hardware platforms. We highlight the issues with the help of a fault injection analysis during the CAVLC processing. We present a case study on error-tolerant CAVLC, where error tolerance is achieved at various levels of abstraction, ranging from algorithm to hardware. Application-specific knowledge of CAVLC is used to detect potential errors at the algorithm level, while hardware means are provided to protect the tables for CAVLC. Experiments demonstrate that our approach significantly improves the video quality under high fault rates. Furthermore, we demonstrate that when considering the application-specific knowledge, our proposed solution incurs minimal area and performance overhead compared to redundancy-based reliability methods.
Keywords :
error statistics; fault diagnosis; multimedia systems; reliability; standards; video coding; CAVLC processing; ReVC; application-specific knowledge; computationally reliable video coding; error tolerance; error-tolerant CAVLC; error-tolerant H.264/AVC CAVLC entropy coding; fault injection analysis; fault rates; hardware platforms; high-performance multimedia platforms; nonnegligible computational reliability issues; performance overhead; redundancy-based reliability methods; soft errors; state-of-the-art video coding standards; video quality; Algorithm design and analysis; Decoding; Hardware; Image coding; Multimedia communication; Reliability; Video coding; CAVLC; Entropy Coding; H.264/AVC; ReVC; Reliability; Reliable Video Coding; Soft Error; Unreliable Hardware;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116533