Title :
Various filtering methods of motion vector fields
Author_Institution :
Dept. of Electron. & Multimedia Commun., Tech. Univ. of Kosice, Kosice
Abstract :
The Block matching algorithms suffers from limitation concerning the fidelity of the predicted image: blocking effect is introduced for the lack of coherence of the estimated motion to the actual motion. It is possible to partially overcome this drawback by smoothing the estimated vector field in a further stage. Smoothing can be accomplished, for example, by using various filtering methods. In this paper, it is main purpose to present the motion estimation and filtering techniques that give consideration to both estimation performance and computational efficiency.
Keywords :
filtering theory; image matching; motion estimation; block matching; blocking effect; filtering method; motion estimation; motion vector field; Digital filters; Filtering; Finite impulse response filter; IIR filters; Motion estimation; Nonlinear filters; Signal processing; Signal processing algorithms; Vectors; Wiener filter; Block Matching; Digital Filter; Motion Estimation; Motion Vector;
Conference_Titel :
Systems, Signals and Image Processing, 2008. IWSSIP 2008. 15th International Conference on
Conference_Location :
Bratislava
Print_ISBN :
978-80-227-2856-0
Electronic_ISBN :
978-80-227-2880-5
DOI :
10.1109/IWSSIP.2008.4604480