Title :
A new center-biased search algorithm for block motion estimation
Author :
Po, Lai-Man ; Ma, Wing-Chung
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon, Hong Kong
Abstract :
Experimental results show that the block motion field of a real world image sequence is usually gentle, smooth, and varies slowly, as a result in a center-biased global minimum motion vector distribution instead of an uniform distribution. Based on this characteristic of the image sequence a new four-step search (4SS) algorithm with a center-biased checking point pattern for fast block motion estimation is proposed. A variable searching-step technique is employed in the proposed algorithm with a minimum of 2 searching steps and a maximum of 4. The total number of checking points is varied from 17 to 27. Simulation results show that, as compared to the well-known three-step search, the proposed 4SS produces smaller motion compensation errors with a smaller computational requirement. The 4SS also possesses hardware-oriented features regularity and simplicity
Keywords :
image sequences; motion compensation; motion estimation; search problems; statistical analysis; block motion estimation; block motion field; center biased checking point pattern; center biased global minimum; center biased search algorithm; experimental results; four step search algorithm; image sequence; motion compensation errors; motion vector distribution; simulation results; variable searching step technique; Computational modeling; Discrete cosine transforms; Image sequences; MPEG standards; Motion compensation; Motion estimation; Redundancy; Testing; Transform coding; Video compression;
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
DOI :
10.1109/ICIP.1995.529733