Title :
Multiple parametric motion model estimation and segmentation
Author :
Montoliu, R. ; Pla, F.
Author_Institution :
Comput. Vision Group, Univ. Jaume I, Castellon, Spain
Abstract :
This paper presents a motion estimation and segmentation algorithm based on multiple parametric model estimation that determines the a priori unknown number of motion models present in the data. The algorithm applies a quasi-simultaneous parametric model fitting method based on a general least square fitting. Some experiments are showed in order to demonstrate the results obtained using the proposed algorithm
Keywords :
image segmentation; image sequences; least squares approximations; motion estimation; object detection; parameter estimation; general least square fitting; image sequences; motion estimation; motion segmentation; moving object detection; multiple parametric model estimation; Computer vision; Image motion analysis; Image segmentation; Motion detection; Motion estimation; Motion segmentation; Object detection; Parameter estimation; Parametric statistics; Testing;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958648
