Condell, Joan, Scotney, Bryan and Morrow, PJ (2003) Evaluation of Uniform and Non-Uniform Optical Flow Techniques using Finite Element Methods. In: Pattern Recognition - The 25th DAGM Symposium (DAGM'2003, Otto-von-Guericke University, Magdeburg, Germany. Springer-Verlag Heidelberg, Lecture Notes in Computer Science LNCS . Vol 2781 8 pp. [Conference contribution]
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This paper evaluates and compares uniform and non-uniform algorithms that implement the estimation of motion, focusing on the finite element method as a framework for the development of techniques. The finite element approach has the advantages of a rigorous mathematical formulation, speed of reconstruction, conceptual simplicity and ease of implementation via well-established finite element procedures in comparison to finite volume or finite difference techniques. The finite element techniques are implemented through a variety of grid discretisations, with results presented and compared. An important advantage of the non-uniform technique is the capacity to tackle problems in which non-uniform sampling of the image sequence is appropriate.
|Item Type:||Conference contribution (Paper)|
|Faculties and Schools:||Faculty of Computing & Engineering|
Faculty of Computing & Engineering > School of Computing and Information Engineering
Faculty of Computing & Engineering > School of Computing and Intelligent Systems
|Research Institutes and Groups:||Computer Science Research Institute|
Computer Science Research Institute > Information and Communication Engineering
Computer Science Research Institute > Intelligent Systems Research Centre
|Deposited By:||Dr Joan Condell|
|Deposited On:||20 Apr 2010 11:08|
|Last Modified:||15 Jun 2011 11:08|
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