Title :
Frame layer bit allocation scheme for constant quality video
Author :
Jiang, Minqiang ; Yi, Xiaoquan ; Ling, Nam
Author_Institution :
Dept. of Comput. Eng., Santa Clara Univ., CA
Abstract :
In order to achieve constant quality across the whole video sequence under the channel bandwidth and buffer constraints, it is necessary to allocate more bits to frames with scene changes or high complexity and fewer bits to low complexity frames. In this work, we propose a new frame layer bit allocation scheme for H.264 video coding using mean absolute difference (MAD) ratio, which is the ratio of MAD of current frame to the average MAD from the starting frame up to the previous frame in a GOP. We provide a theoretical justification of MAD ratio as a measure of frame complexity. Bit budget is allocated to frames according to their MAD ratios, combined with the bits computed based on their buffer status. Simulation results show that the H.264 coder, using our proposed algorithm with virtually little computational complexity added, effectively alleviates visual quality degradation caused by high motion or scene changes. Our proposed algorithm significantly reduces the standard deviation of PSNR, hence producing a nearly constant video quality throughout the whole video sequence, when compared with other existing video schemes
Keywords :
bandwidth allocation; buffer storage; code standards; image sequences; statistical analysis; variable rate codes; video coding; video streaming; H.264 coder; H.264 video coding; MAD ratio; PSNR standard deviation; bandwidth allocation; buffer status; constant quality video; frame complexity; frame layer bit allocation; mean absolute difference ratio; video sequence; Bandwidth; Bit rate; Computational modeling; Fluid flow control; Large Hadron Collider; PSNR; Quadratic programming; Quantization; Video coding; Whales;
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
DOI :
10.1109/ICME.2004.1394389