کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
567182 876055 2007 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Two-dimensional FIR signal adapted filter banks: Optimality and design
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Two-dimensional FIR signal adapted filter banks: Optimality and design
چکیده انگلیسی

The effect of different subsampling matrices with the same sampling density, on the optimality of two-dimensional filter banks is studied in this paper. It is seen that, in the case of two channel filter banks, there can be three distinct filter banks for an input power spectral density, with each one optimum for the corresponding subsampling matrix. For most of the natural images, the quincunx filter bank is optimum. In addition to this, a suboptimal solution that extends one-dimensional (1D) signal adapted filter bank design procedure, to two-dimensional (2D) nonseparable and separable signal adapted filter banks, using iterative greedy algorithm, is proposed. The nonseparable filter bank is designed for both four channel and two channel quincunx filter banks. A cascade structure is used for the factorization of 2D paraunitary polyphase matrix in the nonseparable case and a 2D separable FIR PU polyphase matrix is used in the separable case. The simulated FIR responses match the ideal responses very closely.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 87, Issue 10, October 2007, Pages 2381–2391
نویسندگان
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