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OALib Journal期刊
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Texture image segmentation based on Gabor wavelet using geodesic active contour model
基于Gabor小波的几何活动围道纹理图像分割方法

Keywords: Gabor wavelet,geodesic active contour,Mumford-Shah model,level set
Gabor小波
,几何活动围道,Mumford-Shah模型,水平集,Gabor,小波对,几何模型,活动围道,纹理图像,分割方法,active,contour,model,geodesic,wavelet,based,image,segmentation,速度,精度,分割法,结果,实验,合成,自然界,计算量,演化方法

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Abstract:

A new method for texture image segmentation was proposed,and it had two advantages compared to Geodesic models.First,due to using Gabor wavelet to extract texture features,texture image can be segmented properly.Second,without re-initialization,the proposed method can avoid the additional computation problems due to the re-initialization of signal distance function.The segmentation tests for synthetic and natural texture images prove the proposed segmentation method is more accurate and faster compared to geodesic active contour models.

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