Title :
Computationally scalable partial distance based fast search motion estimation
Author :
Lengwehasatit, Krisda ; Ortega, Antonio
Author_Institution :
Core Eng. Div., Packet Video Corp., San Diego, CA, USA
Abstract :
We present a class of algorithms that use a partial distance metric to speedup the motion estimation process. The partial distance metric is used within the motion search to eliminate unlikely candidates through a thresholding process that enables computation scalability. We also propose a multiresolution variant which further reduces the complexity. Our results are comparable to state of the art approaches present a regular structure and are computationally scalable
Keywords :
computational complexity; image resolution; motion estimation; search problems; complexity reduction; computation scalability; computationally scalable motion estimation; fast search motion estimation; multiresolution based algorithms; partial distance metric; partial sum of absolute difference; regular structure; spatial correlation; thresholding process; Cost function; Drives; Motion estimation; Scalability; Testing;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.901086