Title :
Rate-distortion optimized DCT-domain video transcoder for bit-rate reduction of MPEG videos
Author :
Lie, Wen-Nung ; Tsai, Ming-Lun ; Lin, Tom C-I
Author_Institution :
Dept. of Electr. Eng., Nat. Chung Cheng Univ., Chia-Yi, Taiwan
Abstract :
In this paper, we propose a rate-distortion optimized video transcoder which converts MPEG videos into a similar form at lower bit-rates. Our transcoder design is characterized by two features: 1) transcoding is performed in the DCT domain and the motion vector information is re-used; and 2) the rate-distortion relationship is optimized in both the frame-level rate allocation and macroblock-level rate control, thus leading to performances even better than the direct encoding and re-encoding methods based on the well-known TM5. In the proposed algorithm, the Lagrangian multiplier plays not only its traditional role in macroblock-level optimization, but also a variable to be optimized in frame-level rate allocation. These two levels of optimization process are highly linked. Experiments show that the R-D optimization is effective in getting better video quality, even the drift errors are ignored. Several speedy schemes were developed to make our transcoder design suitable for real-time video transmission over heterogeneous networks.
Keywords :
discrete cosine transforms; optimisation; rate distortion theory; video coding; DCT-domain video transcoder; Lagrangian multiplier; bit-rate reduction; frame-level rate allocation; heterogeneous networks; lower bit-rate MPEG videos; macroblock-level rate control; motion vector information; rate-distortion optimized video transcoder; real-time video transmission; video quality; Bandwidth; Bit rate; Discrete cosine transforms; Lagrangian functions; Optimization methods; Quadratic programming; Quality of service; Rate-distortion; Streaming media; Transcoding;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1327274