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Segmentation of dynamic textures
conference contribution
posted on 2017-12-06, 00:00 authored by Ashfaqur RahmanAshfaqur Rahman, M MurshedDynamic 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.
Funding
Category 1 - Australian Competitive Grants (this includes ARC, NHMRC)
History
Parent Title
Proceedings of 10th International Conference on Computer and Information Technology (ICCIT 2007), 27-29, December 2007, United International University, Dhanmondi, Dhaka-1209, Bangladesh.Start Page
1End Page
6Number of Pages
6Start Date
2007-01-01ISBN-13
9781424415502Location
United International UniversityPublisher
IEEEPlace of Publication
BangladeshPublisher DOI
Full Text URL
Peer Reviewed
- Yes
Open Access
- No
External Author Affiliations
American International University-Bangladesh; Monash University;Era Eligible
- Yes