Title :
Motion estimation with low resolution distortion metric
Author :
Agha, S. ; Dwyer, V.M. ; Chouliaras, V.
Author_Institution :
Dept. of Electron. & Electr. Eng., Loughborough Univ., UK
fDate :
6/9/2005 12:00:00 AM
Abstract :
Considering all possible candidate motion vectors in a given search area and calculating a distortion measure at every search position, as with the full-search block-matching motion estimation algorithm (FSBME), places a prohibitively high computational burden on the video encoder, making it unsuitable for real-time/portable video applications. To reduce computational complexity while maintaining accuracy, a new version of the reduced-bit, sum of absolute difference (RBSAD) algorithm is presented, which allows for optional correction to full resolution (FSBME) when appropriate. Analysis of a number of video sequence shows that this correction is required for blocks for which there is little motion between frames.
Keywords :
image matching; image resolution; image sequences; motion estimation; video coding; computational complexity reduction; full search block matching motion estimation algorithm; low resolution distortion metric; reduced-bit sum of absolute difference algorithm; search position; video encoder; video sequence;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20050481