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Segmentation of dynamic textures
conference contributionposted on 2017-12-06, 00:00 authored by Ashfaqur RahmanAshfaqur Rahman, M Murshed
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.
Category 1 - Australian Competitive Grants (this includes ARC, NHMRC)
Parent TitleProceedings of 10th International Conference on Computer and Information Technology (ICCIT 2007), 27-29, December 2007, United International University, Dhanmondi, Dhaka-1209, Bangladesh.
Number of Pages6
LocationUnited International University
Place of PublicationBangladesh
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External Author AffiliationsAmerican International University-Bangladesh; Monash University;