Title :
Non-iterative rate-constrained motion estimation for OBMC
Author :
Su, Jonathan K. ; Mersereau, Russell M.
Author_Institution :
Center for Signal & Image Process., Georgia Tech., Atlanta, GA, USA
Abstract :
For many video compression systems, overlapped block motion compensation (OBMC) provides an effective extension of traditional block MC (BMC). However, because OBMC causes noncausal spatial interaction between blocks, iterative methods have typically been used for motion estimation (ME) for OBMC. For compression purposes, the rate for the motion vector field may also be constrained. This paper considers several rate-constrained ME methods for OBMC. Experiments demonstrate that a simple raster-scan algorithm is effective as a suboptimal non-iterative solution, with better rate-distortion performance and equal or lower computational complexity than several iterative methods
Keywords :
computational complexity; data compression; motion compensation; motion estimation; rate distortion theory; video coding; BMC; OBMC; computational complexity; motion vector field; noncausal spatial interaction; noniterative rate-constrained motion estimation; overlapped block motion compensation; raster-scan algorithm; rate-constrained ME methods; rate-distortion performance; suboptimal noniterative solution; video compression systems; Computational complexity; Image coding; Image processing; Iterative algorithms; Iterative methods; Lattices; Motion compensation; Motion estimation; Pixel; Rate-distortion; Signal processing; Video compression;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.638666