Title :
Fast block motion estimation using quadrant-based multi dodecagon search algorithm
Author :
Sudhakar ; Letitia
Author_Institution :
Comput. Sci. & Eng., SBC Eng. Coll., Arni, India
Abstract :
The block matching motion estimation is a very time consuming part in video compression standard. In this paper, we propose anew fast motion estimation algorithm, which improves on the UMHexagonS search algorithm. The multi-hexagon-grid search pattern is replaced by a quadrant-based multi-dodecagon grid search (QBMDD) pattern in order to reduce the computational complexity and effectively predict the optimal motion vectors. The proposed algorithm can find a motion vector with fewer search points than the UMHexagonS algorithm. The simulation experimentation results show that the proposed algorithm has a better performance compared with the UMHexagonS algorithm and it reduces the number of search points and maintains similar peak signal noise ratio (PSNR) values, without loss of its coding accuracy.
Keywords :
computational complexity; data compression; motion estimation; video coding; PSNR values; QBMDD pattern; UMHexagonS search algorithm improvement; coding accuracy; computational complexity reduction; fast block motion estimation algorithm; multihexagon grid search pattern; optimal motion vector prediction; peak signal noise ratio values; quadrant-based multidodecagon grid search algorithm; search points; video compression standard; Algorithm design and analysis; Computational complexity; Motion estimation; Pattern matching; Prediction algorithms; Vectors; Video sequences; Block matching; UMHexagonS; motion estimation; multi-dodecagon search; video compression;
Conference_Titel :
Science Engineering and Management Research (ICSEMR), 2014 International Conference on
Print_ISBN :
978-1-4799-7614-0
DOI :
10.1109/ICSEMR.2014.7043586