Title :
Adaptive asymmetric diamond search algorithm for block-based motion estimation
Author :
Sappasitwong, Thaveesak ; Aramvith, Supavadee ; Jitapunkul, Somchai ; Tamtrakar, Atit ; Kitti-punyangam, Punnachit ; Kortrakulkij, Hatairat
Author_Institution :
Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok, Thailand
Abstract :
In this paper, an adaptive asymmetric diamond search (AADS) for block based motion estimation is presented. The proposed method exploits an adaptive search pattern based on the predicted motion vector. In addition, the accuracy of the prediction is improved by changing the initial search center position. Simulation results show that the proposed algorithm can reduce the search points up to about 30% compared to the regular diamond search while keeping the picture quality similar to other fast search algorithms.
Keywords :
adaptive estimation; data compression; image matching; motion estimation; search problems; video coding; adaptive asymmetric diamond search; adaptive search pattern; block based motion estimation; initial search center position; low bit-rate video coding; picture quality; predicted motion vector; Accuracy; Digital signal processing; Laboratories; Motion estimation; Signal processing algorithms; Transform coding; Vectors; Video coding; Video compression; Video sequences;
Conference_Titel :
Video/Image Processing and Multimedia Communications 4th EURASIP-IEEE Region 8 International Symposium on VIPromCom
Print_ISBN :
953-7044-01-7
DOI :
10.1109/VIPROM.2002.1026670