کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
846087 909158 2015 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Recognition of the optical image based on the wavelet space feature spectrum entropy
ترجمه فارسی عنوان
تشخیص تصویر نوری بر اساس آنتروپی طیفی ویژگی فضایی موجک
کلمات کلیدی
تصویر نوری، آنتروپی طیف، فضایی موجک
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
چکیده انگلیسی

With consideration of the low accuracy on image recognition, the feature extraction method for optical images based on the wavelet space feature spectrum entropy is mainly studied. In this method, the principle that the energy is constant before and after the wavelet transformation is employed to construct the wavelet energy pattern matrices, and the feature spectrum entropy of singular value is extracted as the image features by singular value decomposition of the matrix. At the same time, BP neural network is also applied in image recognition. The experimental results show that high image recognition accuracy can be acquired by using the feature extraction method for optical images proposed in this paper, which proves the validity of the method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Optik - International Journal for Light and Electron Optics - Volume 126, Issue 23, December 2015, Pages 3931–3935
نویسندگان
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