A Robust Optical Flow Estimation Algorithm for Temporal Textures

Authors:
Ashfaqur Rahman;Manzur Murshed
Affiliations:
Monash University, Australia;Monash University, Australia
Venue:
ITCC '05 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume II - Volume 02
Year:
2005

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Cited 1

Dynamic texture recognition using volume local binary patterns

WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision

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Abstract

In this paper we propose a robust optical flow estimation algorithm for objects whose motion patterns are classified as temporal textures. While suitability of contemporary motion estimation algorithms depends on physical properties of textures, the proposed technique is robust enough to compute accurate flow patterns for a wide range of temporal textures independent of their type. Experimental results demonstrate the capability of the proposed technique producing accurate flow estimates for a wide range of temporal textures.