Title :
Tracking of generic objects for video object generation
Author :
Marqués, Ferran ; Llach, Joan
Author_Institution :
Dept. de Teoria del Senyal i Comunicacions, Univ. Politecnica de Catalunya, Barcelona, Spain
Abstract :
A tracking technique for creating generic video objects is presented. It assumes that the object in the initial image has been previously defined by an object partition. The object tracking relies on the concept of partition projection. The projection of a partition accommodates the previous partition information into the current image. The object partition is re-segmented so a texture partition is created. The texture partition guarantees the spatial homogeneity of each region and it is projected on the following image using motion information. Projected regions are used as markers and, to validate the position of the markers, they are fit into an intra fine partition of the current image. The texture partition of the current image is obtained by a modified watershed algorithm based on the fit markers. Finally, the current object partition is obtained by a labeling process
Keywords :
image motion analysis; image segmentation; image sequences; image texture; tracking; video signal processing; generic objects tracking; labeling process; markers; modified watershed algorithm; motion information; object partition; partition projection; projected regions; re-segmentation; spatial homogeneity; texture partition; video object generation; video sequences; Humans; Image segmentation; Image sequences; Labeling; Motion estimation; Partitioning algorithms; Tracking;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.999047