کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
447680 1443175 2013 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Multiscale texture classification using reduced quaternion wavelet transform
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
پیش نمایش صفحه اول مقاله
Multiscale texture classification using reduced quaternion wavelet transform
چکیده انگلیسی

This article proposes a study of the reduced quaternion wavelet transform (RQWT) which has one shift-invariant magnitude and three angle phases at each scale from digital image analysis application. A new multiscale texture classifier which uses features extracted from the sub-bands of the RQWT decomposition is proposed in the transform domain. The proposed method can achieve a high texture classification rate. The experimental results can demonstrate the robustness of the proposed method and achieve a higher texture classification accuracy rate than a famous wavelet transform based classifier.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: AEU - International Journal of Electronics and Communications - Volume 67, Issue 3, March 2013, Pages 233–241
نویسندگان
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