کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
531476 869844 2013 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Invariant pattern recognition using radon, dual-tree complex wavelet and Fourier transforms
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Invariant pattern recognition using radon, dual-tree complex wavelet and Fourier transforms
چکیده انگلیسی

An invariant pattern recognition descriptor is proposed in this paper by using the radon transform, the dual-tree complex wavelet transform and the Fourier transform. The radon transform can capture the directional features of the pattern image by projecting the pattern onto different orientation slices. The dual-tree complex wavelet transform can select shift-invariant features in a multiresolution way. The Fourier transform can extract features that are invariant to rotation of the patterns. Standard normalization techniques are used to normalize the input pattern image so that it is translation and scale invariant. Experiments conducted in this paper show that the proposed descriptor achieves high recognition rates for different combinations of rotation angles and noise levels. The descriptor is very robust to Gaussian white noise even when the noise level is very high.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition - Volume 42, Issue 9, September 2009, Pages 2013–2019
نویسندگان
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