کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
535276 870336 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Wavelet-based fuzzy multiphase image segmentation method
ترجمه فارسی عنوان
روش تقسیم بندی تصویر چند فاز تصویری مبتنی بر موج
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
چکیده انگلیسی


• We present a novel wavelet-based fuzzy multiphase image segmentation model.
• By introducing PCA features data, the proposed model can segment texture images.
• We formulate a fast iterative shrinkage algorithm for multiphase image segmentation.
• Experimental results show the effectiveness of the proposed method.

This letter proposes a novel fuzzy multiphase image segmentation model. In the model, we introduce wavelet based regularization on the membership functions which are used as indicators of different regions. By using principal component analysis (PCA) features data as descriptors, the proposed model can segment texture and natural images. To efficiently solve the model, we formulate a fast iterative shrinkage algorithm for multiphase image segmentation. Experimental results show that the proposed method achieves better segmentation results compared with some other classical variational segmentation methods.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 53, 1 February 2015, Pages 1–8
نویسندگان
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