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Three-dimensional IIR filtering using decimated DFT-polyphase filter bank structures

Posted on:2006-09-29Degree:M.ScType:Thesis
University:University of Calgary (Canada)Candidate:Kuenzle, BernhardFull Text:PDF
GTID:2458390008472391Subject:Engineering
Abstract/Summary:
Two three-dimensional decimated uniform DFT-Polyphase filter bank structures are proposed along with two applications: first, the sub-pixel motion discrimination of two-dimensional spatial objects moving with approximately constant local velocity in a noisy three-dimensional spatio-temporal image sequence and, second, the selective filtering of three-dimensional spatio-temporal broad-band plane-waves based on their directions of arrival. The desired three-dimensional filter passband shapes are realized utilizing combinations of highly-selective first-order three-dimensional frequency-planar filters in each band between the analysis and synthesis sections. Measured spatio-temporal performance confirms the high quality broadband transmission of passband signals, high directional selectivity, and low computational complexity.
Keywords/Search Tags:Three-dimensional, Filter
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