Rate-Distortion Optimized Bit Allocation for Error-Resilient Transcoding
| Citation: |
Xia, M.; Vetro, A.; Sun, H.; Liu, B., "Rate-Distortion Optimized Bit Allocation for Error-Resilient Transcoding", IEEE International Symposium on Circuits and Systems (ISCAS), Vol. 3, pp. 945-948, May 2004 (IEEE Xplore) |
| MERL Report: | TR2004-047 |
A key issue in video transcoding for transmission in an error-prone environment is to balance the rate used for the video source with bits allocated for error resilience such that the end-to-end distortion is minimized under the given rate constraint and channel condition. The approach presented in this paper differs from previous works by accounting for the inter-frame dependence in both video source requantization and error propagation of motion compensated video. Based on the rate-distortion models developed in this paper, an optimal Group-of-Picture based bit allocation scheme is proposed. We also propose a sub-optimal scheme that is suitable for a real-time implementation. Both the optimal and the suboptimal scheme achieve better PSNR performance than the fixed heuristic bit allocation scheme.
