Title :
Motion segmentation and tracking using a seeded region growing method
Author :
Grinias, I. ; Tziritas, G.
Author_Institution :
Inst. of Comput. Sci. - FORTH, Heraklion, Greece
Abstract :
We describe a user-guided system for the segmentation of an image sequence. A first segmentation which involves two images of the sequence is presented, as well as the tracking of its result during a number of frames. The segmentation algorithm is a Region Growing algorithm. The main segmentation feature is the motion of the objects presented in the image, which is combined with the information obtained by their intensity or colour - if neccessary. Two "post-processing" techniques are proposed to stabilize the object boundaries over time. A sense of layering is embedded in the whole process.
Keywords :
image motion analysis; image segmentation; image sequences; optical tracking; image sequence; motion segmentation; object boundaries stabilization; post-processing techniques; seeded region growing method; user-guided system; Boats; Computer vision; Image segmentation; Motion segmentation; Shape; Tracking;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4