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FESID: Finite Element Scale Invariant Detector

Biomedical Sciences Research Institute Computer Science Research Institute Environmental Sciences Research Institute Nanotechnology & Advanced Materials Research Institute

Kerr, D, Coleman, SA and Scotney, BW (2009) FESID: Finite Element Scale Invariant Detector. In: 15th International Conference on Image Analysis and Processing (ICIAP 2009), Vietri sul Mare, Italy. UNSPECIFIED. 10 pp. [Conference contribution]

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DOI: 10.1007/978-3-642-04146-4_10

Abstract

Recently, finite element based methods have been used to develop gradient operators for edge detection that have improved angular accuracy over standard techniques. A more prominent issue in the field of image processing has become the use of interest point detectors and to this end we expand upon this research developing a finite element scale invariant interest point detector that is based on the same multi-scale approach used in the SURF detector. The operator differs in that the autocorrelation matrix is used to select the interest point location and the derivative and smoothing operations are combined into one operator developed through the use of the finite element framework.

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
ID Code:6861
Deposited By:Professor Bryan Scotney
Deposited On:20 Jan 2010 15:35
Last Modified:15 Jun 2011 11:08

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