Title :
Dynamic GOP size control for low-delay distributed video coding
Author :
Vijayanagar, Krishna Rao ; Kim, Joohee
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
Abstract :
Distributed video coding (DVC) is a video coding paradigm that aims at shifting the complexity from the encoder to the decoder. Most encoding schemes in DVC use a GOP size of 2 or 3 which is fixed and doesn´t depend on the video characteristics. In this paper, we propose an architecture that has a unique and simple GOP size control module that results in greater rate-distortion (RD) performance. The proposed codec also has an efficient two-phase block classification scheme and a prioritized block classification scheme to further improve the efficiency. It also uses arithmetic coding instead of the iterative turbo or low density parity check accumulate (LD-PCA) codes used in most other DVC codecs, thus reducing system latency tremendously. Results show that the proposed codec outperforms a GOP size control algorithm from literature with a gain of almost 4dB at similar bitrates.
Keywords :
arithmetic codes; parity check codes; pattern classification; rate distortion theory; video coding; GOP size control; LD-PCA codes; arithmetic coding; iterative turbo codes; low density parity check accumulate codes; low-delay distributed video coding; rate distortion; two-phase block classification; Bit rate; Computer architecture; Decoding; Heuristic algorithms; Image coding; Size control; Video coding; Dynamic GOP size control; Wyner-Ziv coding; distributed video coding;
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.2011.6115750