Title :
Fuzzy approach of motion estimation
Author :
Comby, Frédéric ; Strauss, Olivier ; Aldon, Marie- Jose
Author_Institution :
LIRMM, Univ. Montpellier II, France
Abstract :
This paper deals with main apparent motion estimation using a fuzzy representation of a pixel´s gray level. Rough histograms and possibility theory are used to provide an accurate estimation of the motion. The use of these theories allows us to partly cope with the limitations of classical motion estimation methods. This article explains the estimation process in detail and also presents some illustrative examples.
Keywords :
fuzzy set theory; fuzzy systems; motion estimation; possibility theory; rough set theory; apparent motion estimation; fuzzy representation; pixel grey level; possibility theory; rough histograms; Brightness; Cameras; Histograms; Image motion analysis; Layout; Motion estimation; Optical computing; Possibility theory; Robustness; Video sequences;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1009013