Title :
Towards objective performance analysis for estimation of complex motion: analytic motion modeling, filter optimization, and test sequences
Author :
Jähne, Bemd ; Garbe, Christoph
Author_Institution :
Interdisciplinary Center for Sci. Comput., Heidelberg Univ., Germany
Abstract :
This paper deals with several aspects towards a more objective performance analysis of low-level motion analysis. A generalized spatiotemporal filter formulation and motion modeling in image sequences is introduced and used to design optimal motion estimators and to perform analytic studies.
Keywords :
filtering theory; image sequences; motion estimation; optimisation; analytic motion modeling; complex motion estimation; filter optimization; image sequence; objective performance analysis; spatiotemporal filter formulation; test sequence; Filters; Image analysis; Image motion analysis; Image sequence analysis; Image sequences; Motion analysis; Motion estimation; Performance analysis; Spatiotemporal phenomena; Testing;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247184
