DocumentCode
3269416
Title
Interactive contour deformation of moving object using graph cut
Author
Zolotová, I. ; Karch, P.
Author_Institution
Dept. of Cybern. & Artificial Intell., Tech. Univ., Košice, Slovakia
fYear
2010
fDate
10-11 Sept. 2010
Firstpage
263
Lastpage
266
Abstract
This paper deals with tracking of object with assistance by interactive deformation contour using Graph cut method. The method is used for the segmentation of tracked object on individual video frames. At the beginning of this method, user interactively defines object destined for tracking by defining its contour. The initialization of Graph cut method by determining of terminals of the object and background are determined automatically from initialization contour specified by the user at the first frame. This method can using as the initialization contours on the next frames the cuts from Graph cut method at previous frame. This paper presents experimental validation of the method for interactive deformation of contour for segmentation and tracking of moving objects.
Keywords
deformation; graph theory; image segmentation; motion estimation; object detection; video signal processing; graph cut method; interactive contour deformation; moving object; object segmentation; object tracking; video frame; Cameras; Electron tubes; Image resolution; Image segmentation; Informatics; Intelligent systems; Pixel;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems and Informatics (SISY), 2010 8th International Symposium on
Conference_Location
Subotica
Print_ISBN
978-1-4244-7394-6
Type
conf
DOI
10.1109/SISY.2010.5647467
Filename
5647467
Link To Document