Title :
Temporal compensated motion estimation with simple block-based prediction
Author :
Wang, Jisheng ; Wang, Dong ; Zhang, Wenjun
Author_Institution :
Inst. of Image Commun. & Inf. Process. Res., Shanghai Jiao Tong Univ., China
Abstract :
Motion compensated video format conversion (MC-VFC) needs true motion vectors, which have such features as spatial consistency and temporal extension. Based on these features, a temporally compensated motion estimation algorithm with simple block-based prediction (TC-SBP) is presented. Making use of the spatial-temporal correlation, the simple block-based prediction needs only three neighboring candidate vectors for each block, so that its computational complexity is highly reduced. At the same time, three temporally compensated updating candidates are used to accelerate the convergence of the algorithm efficiently for the global motion field. Measured using criteria relevant to MC-VFC and video processing applications, the new TC-SBP algorithm is shown to have a superior performance over alternative ones.
Keywords :
computational complexity; convergence of numerical methods; image sequences; motion compensation; motion estimation; prediction theory; vectors; video signal processing; block-based prediction; computational complexity; global motion field; image sequences; motion compensated video format conversion; motion vectors; spatial consistency; spatial-temporal correlation; temporal extension; temporally compensated motion estimation algorithm; updating candidates; video processing applications; Acceleration; Computational complexity; Convergence; Hardware; Image communication; Image converters; Information processing; Information technology; Motion estimation; Testing;
Journal_Title :
Broadcasting, IEEE Transactions on
DOI :
10.1109/TBC.2003.817684