Title :
Fast motion estimation for shape coding in MPEG-4
Author :
Yu, Donghoon ; Jang, Sung Kyu ; Ra, Jong Beom
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
fDate :
4/1/2003 12:00:00 AM
Abstract :
Effective shape coding in MPEG-4 requires a motion estimation (ME) procedure, which is a great burden for real-time encoders. This paper deals with fast ME for MPEG-4 shape coding. The proposed algorithm utilizes inherent properties of shape coding, i.e., coding based on motion vector predictor for shape (MVPS) and motion vector (MV) correlation between neighboring binary alpha blocks (BABs). By properly using these properties, the proposed algorithm can reduce a processing speed. In addition, the proposed algorithm can be combined with any conventional fast block matching algorithm (BMA) being used in texture ME and a bit-packing technique based on binary feature of shape information. Simulation results show that the proposed algorithm can reduce the computational complexity of ME for shape coding to 68.3% even in the worst case. Also, by simply combining the proposed algorithm with a fast BMA and a bit-packing technique, we can achieve the complexity suitable for real-time software implementation of MPEG-4 shape encoding.
Keywords :
computational complexity; correlation methods; image coding; motion estimation; MPEG-4; binary alpha blocks; binary feature; bit-packing technique; computational complexity; motion estimation; motion vector correlation; motion vector predictor; processing speed; shape coding; shape information; Computational complexity; Computational modeling; Computer aided engineering; Encoding; Hardware; Image coding; MPEG 4 Standard; Motion estimation; Shape; Videos;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2003.811430