Title :
Constrained growing based variable size block motion estimation
Author :
Wang, Ze ; Lin, Na ; Wang, Guangxing
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ. Shenyang, China
Abstract :
Most variable size block motion estimation (VSBM) algorithms suffer from intensive computational load resulting from a bottom-up style of motion vector field building. Focusing on this problem, an optimized quad-tree growing VSBM algorithm with top-down style is proposed and a constrained growing VSBM algorithm is presented in detail. An efficient constrained growing algorithm is implemented by a combination of a fast sorting method, an improved quad-tree code and fast motion vector searching methods. The simulation results show that a dense sub optimum rate-distortion curve can be obtained with a more competitive lower complexity.
Keywords :
computational complexity; data compression; motion estimation; optimisation; quadtrees; rate distortion theory; search problems; sorting; video coding; bottom-up style; computational load; constrained growing algorithm; motion vector field building; motion vector searching methods; quad-tree code; quad-tree growing algorithm; rate-distortion curve; sorting method; top-down style; variable size block motion estimation; video compression; Bit rate; Constraint optimization; Information science; Merging; Motion estimation; Partitioning algorithms; Rate distortion theory; Rate-distortion; Sorting; Video compression;
Conference_Titel :
Communications, Circuits and Systems, 2004. ICCCAS 2004. 2004 International Conference on
Print_ISBN :
0-7803-8647-7
DOI :
10.1109/ICCCAS.2004.1346328