Title :
Fast motion estimation using hierarchical motion intensity structure
Author :
Liang, Yongfang ; Ahmad, Ishfaq ; Luo, Jiancong ; Sun, Yu
Author_Institution :
Dept. of Comput. Sci. & Eng., Texas Univ., Arlington, TX, USA
Abstract :
The embedded motion compensation model of the new H.264/AVC video coding standard dramatically increases the computational complexity of motion estimation. We propose a fast motion estimation algorithm using a hierarchical motion intensity structure to lower the computational complexity of the motion estimation in H.264/AVC. The proposed algorithm is mainly based on a multi-level motion intensity structure. It determines the motion intensity at three levels and, accordingly, uses different motion estimation techniques to find a more accurate, and faster, motion vector (MV). Experimental results show that the proposed algorithm provides promising performance in terms of the computational speedup and video reconstruction quality.
Keywords :
computational complexity; data compression; image reconstruction; motion compensation; motion estimation; video coding; H.264 video coding standard; MPEG-4 AVC; computational complexity; embedded motion compensation model; fast motion estimation; hierarchical motion intensity structure; multi-level motion intensity structure; video compression; video reconstruction quality; Automatic voltage control; Computational complexity; Computer science; History; Motion compensation; Motion estimation; Motion pictures; Sun; Video coding; Virtual colonoscopy;
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
DOI :
10.1109/ICME.2004.1394288