The Multi-Resolution Analysis Segmentation Research Based on Wavelet

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Fast image segmentation based on multi-resolution analysis and wavelets

An efficient algorithm for image segmentation based on a multi-resolution application of a wavelets transform and feature distribution is presented. The original feature space is transformed into a lower resolution with a wavelets transform to derive fast computation of the optimum threshold value in a feature space. Based on this lower resolution version of the given feature space, a single fe...

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Wavelet Frames Based Multi-phase Image Segmentation

Wavelet frames have been successfully applied to various image restoration problems, such as denoising, inpainting, deblurring, etc. However, they are rarely used in geometric applications, except for recent work of [22, 23]. Motivated by the theoretical connection between wavelet frames based and total variation based image restoration models recently established in [8], we propose here a conv...

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ژورنال

عنوان ژورنال: Hans Journal of Data Mining

سال: 2012

ISSN: 2163-145X,2163-1468

DOI: 10.12677/hjdm.2012.22003