Title :
Locally optimal, buffer-constrained motion estimation and mode selection for video sequences
Author :
Peel, C.B. ; Budge, S.E. ; Liang, K.M. ; Huang, C.-M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Utah State Univ., Logan, UT, USA
Abstract :
We describe a method of using a Lagrange multiplier to make a locally optimal trade off between rate and distortion in the motion search for video sequences, while maintaining a constant bit rate channel. Simulation of this method shows that it gives up to 3.5 dB PSNR improvement in a high motion sequence. A locally rate-distortion (R-D) optimal mode selection mechanism is also described. This method also gives significant quality benefit over the nominal method. Though the benefit of these techniques is significant when used separately, when the optimal mode selection is combined with the R-D optimal motion search, it does not perform much better than the codec does with only the R-D optimal motion search
Keywords :
buffer storage; image sequences; motion estimation; optimisation; rate distortion theory; search problems; vector quantisation; video coding; Lagrange multiplier; PSNR; buffer-constrained bit allocation; buffer-constrained motion estimation; codec; constant bit rate channel; hierarchical VQ; locally optimal estimation; motion search; optimal mode selection; rate-distortion optimal mode search; rate-distortion tradeoff; simulation; video compression; video sequences; Bit rate; Costs; Feedback; Lagrangian functions; Motion estimation; Quantization; Rate distortion theory; Rate-distortion; Video compression; Video sequences;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.757564