Title :
Adaptive asymmetric diamond search algorithm for block-based motion estimation
Author :
Sappasitwong, T. ; Aramvith, Supavadee ; Jitapunkul, S. ; Tamtrakarn, A. ; Kitti-punyangam, Punnachif ; Kortrakulkij, H.
Author_Institution :
Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok, Thailand
Abstract :
We present an adaptive asymmetric diamond search (AADS) for block based motion estimation. 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 number of search points by up to about 50% compared to the regular diamond search while keeping the picture quality similar to other fast search algorithms.
Keywords :
adaptive signal processing; data compression; image matching; motion estimation; search problems; vectors; video coding; adaptive asymmetric diamond search; adaptive search pattern; block-matching algorithm; motion estimation; motion vector prediction; video coding; video compression; Accuracy; Bandwidth; Digital signal processing; Laboratories; Motion estimation; Signal processing algorithms; Transform coding; Vectors; Video compression; Video sequences;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1028152