TY - GEN
T1 - A novel method on optimal bit allocation at LCU level for rate control in HEVC
AU - Li, Shengxi
AU - Xu, Mai
AU - Wang, Zulin
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/8/4
Y1 - 2015/8/4
N2 - In this paper, we propose a new method, namely recursive Taylor expansion (RTE) method, for optimally allocating bits to each LCU in the R-λ rate control scheme for HEVC. Specifically, we first set up an optimization formulation on optimal bit allocation. Unfortunately, it is intractable to achieve a closed-form solution for this formulation. We therefore propose a RTE solution to iteratively solve the formulation with a fast convergence speed. Then, an approximate closed-form solution can be obtained. This way, the optimal bit allocation can be achieved at little encoding complexity cost. Finally, the experimental results validate the effectiveness of our method in three aspects: compressed distortion, bit-rate control error, and bit fluctuation.
AB - In this paper, we propose a new method, namely recursive Taylor expansion (RTE) method, for optimally allocating bits to each LCU in the R-λ rate control scheme for HEVC. Specifically, we first set up an optimization formulation on optimal bit allocation. Unfortunately, it is intractable to achieve a closed-form solution for this formulation. We therefore propose a RTE solution to iteratively solve the formulation with a fast convergence speed. Then, an approximate closed-form solution can be obtained. This way, the optimal bit allocation can be achieved at little encoding complexity cost. Finally, the experimental results validate the effectiveness of our method in three aspects: compressed distortion, bit-rate control error, and bit fluctuation.
KW - HEVC
KW - Taylor expansion
KW - rate control
UR - https://www.scopus.com/pages/publications/84946101020
U2 - 10.1109/ICME.2015.7177445
DO - 10.1109/ICME.2015.7177445
M3 - 会议稿件
AN - SCOPUS:84946101020
T3 - Proceedings - IEEE International Conference on Multimedia and Expo
BT - 2015 IEEE International Conference on Multimedia and Expo, ICME 2015
PB - IEEE Computer Society
T2 - IEEE International Conference on Multimedia and Expo, ICME 2015
Y2 - 29 June 2015 through 3 July 2015
ER -