Feature detection from the maximal response to a spherical quadrature filter set

Marchant, Ross, and Jackway, Paul (2012) Feature detection from the maximal response to a spherical quadrature filter set. In: Proceedings of the International Conference on Digital Image Computing Techniques and Applications, pp. 1-8. From: 2012 International Conference on Digital Image Computing Techniques and Applications, 3-5 December 2012, Fremantle, WA, Australia.

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Abstract

In this paper we describe a novel method of feature detection and classification using the maximal response of a set of spherical quadrature filters to either a line-segment or wedge-segment signal type. This is achieved via a rotation and illumination invariant distance function. The development of the method is described, and some experimental results are provided to demonstrate the usefulness of the technique.

Item ID: 26926
Item Type: Conference Item (Refereed Research Paper - E1)
ISBN: 978-1-4673-2181-5
Date Deposited: 15 May 2013 09:29
FoR Codes: 08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080106 Image Processing @ 100%
SEO Codes: 97 EXPANDING KNOWLEDGE > 970101 Expanding Knowledge in the Mathematical Sciences @ 50%
97 EXPANDING KNOWLEDGE > 970109 Expanding Knowledge in Engineering @ 50%
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