Title :
Segmentation of dynamic textures
Author :
Rahman, Ashfaqur ; Murshed, Manzur
Author_Institution :
Dept. of Comput. Sci., American Int. Univ., Dhaka
Abstract :
Dynamic textures are textures with motion. Characterization of visual processes consisting of multiple dynamic textures is of vital importance to computer vision research, with a diverse set of applications in the field of robot navigation, and remote monitoring applications etc. In the current literature, however, studies are mostly limited to characterization of single dynamic textures. In this paper we aim to address the problem of segmenting image sequences consisting of multiple dynamic textures. More precisely we separate image segments having different characteristic motion patterns - a key attribute of individual dynamic textures. Experimental results demonstrate the ability of the proposed technique by segmenting a wide variety of multiple dynamic texture image sequences.
Keywords :
computer vision; image motion analysis; image segmentation; image sequences; image texture; computer vision; dynamic texture segmentation; image motion analysis; image sequences; remote monitoring; robot navigation; Application software; Birds; Computer science; Computer vision; Distributed computing; Image segmentation; Image sequences; Image texture; Navigation; Robot vision systems; dynamic texture; segmentation; temporal texture;
Conference_Titel :
Computer and information technology, 2007. iccit 2007. 10th international conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4244-1550-2
Electronic_ISBN :
978-1-4244-1551-9
DOI :
10.1109/ICCITECHN.2007.4579388