کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
563189 875474 2009 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Complex linear-phase biorthogonal filterbanks with approximately analytic wavelets
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Complex linear-phase biorthogonal filterbanks with approximately analytic wavelets
چکیده انگلیسی

In this paper, approximately analytic wavelets associated with a single filterbank tree are designed. It is shown that if the scaling filters are made analytic, the wavelets also become analytic. In other words, the real and imaginary parts of the scaling filters form a Hilbert transform pair. They have identical magnitude and phase shifts of π/2 and −π/2 for the frequency range (0,π) and (−π, 0), respectively. Conjugate symmetric filters are used in the biorthogonal setting so that the phase relationship is structurally guaranteed. The error between the magnitudes of real and imaginary parts of the scaling filters is then minimized subject to biorthogonality. As a result complex, linear-phase wavelet bases is obtained which have vanishing moments. The error level in the negative/positive frequency suppression for a length 10 filterbank with 5 vanishing moments is of the order 10−3. The designed wavelets may be potentially useful in applications such as face recognition, image segmentation and texture analysis.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 89, Issue 4, April 2009, Pages 599–604
نویسندگان
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