Title :
Optimised frequency-domain bit allocation for video coding
Author_Institution :
Sch. of Electr. Eng., Seoul Nat. Univ., South Korea
fDate :
6/12/2003 12:00:00 AM
Abstract :
An optimal frequency domain bit allocation technique is presented. A Lagrange multiplier based approach is used for the rate-distortion optimisation of a quantisation matrix in video coding. Since the optimal quantisation matrix is heavily dependent on the choice of quantiser, the quantiser is also jointly optimised in order to alleviate the interaction between the two. The complexity of the algorithm is analysed, and it is shown to be directly proportional to the number of possible quantisation matrices and quantisation scales. Experimental results comparing the new technique with a conventional video encoder are also presented.
Keywords :
computational complexity; matrix algebra; optimisation; quantisation (signal); video coding; Lagrange multiplier based approach; algorithm complexity; optimised frequency-domain bit allocation; quantisation matrix; rate-distortion optimisation; video coding;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20030600