NDLI: Steerable wedge filters

Content Provider	IEEE Xplore Digital Library
Author	Simoncelli, E.P. Farid, H.
Copyright Year	1995
Description	Author affiliation: Dept. of Comput. & Inf. Sci., Pennsylvania Univ., Philadelphia, PA, USA (Simoncelli, E.P.; Farid, H.)
Abstract	Steerable filters, as developed by Freeman and Adelson (1991), are a class of rotation-invariant linear operators that may be used to analyze local orientation patterns in imagery. The most common examples of such operators are directional derivatives of Gaussians and their 2D Hilbert transforms. The inherent symmetry of these filters produces an orientation response that is periodic with period /spl pi/, even when the underlying image structure does not have such symmetry. This problem may be alleviated by reconsidering the full class of steerable filters. We develop a family of even- and odd-symmetric steerable filters that have a spatially asymmetric "wedge-like" shape and are optimally localized in their orientation response. Unlike the original steerable filters, these filters are not based on directional derivatives and the Hilbert transform relationship is imposed on their angular components. We demonstrate the ability of these filters to properly represent oriented structures.<>
Starting Page	189
Ending Page	194
File Size	522231
Page Count	6
File Format	PDF
ISBN	0818670428
DOI	10.1109/ICCV.1995.466787
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1995-06-20
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Gaussian processes Nonlinear filters Shape Equations Interpolation Laboratories Information science Information filtering Information filters Image analysis
Content Type	Text
Resource Type	Article

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