Title :
Background mosaic from egomotion
Author :
Megret, Rémi ; Saraceno, Caterina ; Kropatsch, Walter
Author_Institution :
Ecole Normale Superieure de Lyon, France
Abstract :
A framework is presented that produces the mosaic corresponding to the background object of an image sequence. It is based on the dominant motion assumption, which states that the background has a parametric motion and occupies the main part of the images. The foreground objects are localised by their different motion. This localisation is computed together with the background motion in an iterative method. The regions corresponding to the background are then pasted onto the mosaic using classic methods adapted to object elimination or a new mosaicking method based on a striping that takes the foreground objects localisation into account
Keywords :
image registration; image segmentation; image sequences; background mosaic; background object; dominant motion assumption; egomotion; foreground objects localisation; mosaicking method; object elimination; parametric motion; striping; Buildings; Image processing; Image segmentation; Image sequences; Iterative methods; Motion segmentation; Parametric statistics; Pattern recognition; Pixel; Video sequences;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.905402