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The design and use of steerable filters

William T. FreemanEdward H. Adelson

Abstract

The authors present an efficient architecture to synthesize filters of arbitrary orientations from linear combinations of basis filters, allowing one to adaptively steer a filter to any orientation, and to determine analytically the filter output as a function of orientation. Steerable filters may be designed in quadrature pairs to allow adaptive control over phase as well as orientation. The authors show how to design and steer the filters and present examples of their use in the analysis of orientation and phase, angularly adaptive filtering, edge detection, and shape from shading. One can also build a self-similar steerable pyramid representation. The same concepts can be generalized to the design of 3-D steerable filters.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>

Optical measurement and interference techniquesComputer Graphics and Visualization TechniquesAdvanced Vision and ImagingOrientation (vector space)Artificial intelligenceComputer sciencePyramid (geometry)Filter (signal processing)Adaptive filterComputer visionPrototype filterRepresentation (politics)Filter design
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2,919
FWCI
17.74
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References
52
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References
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