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OALib Journal期刊
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IMAGE SEGMENTATION BASED ON WAVELET-DOMAIN HIDDEN MARKOV TREE MODEL
基于小波域隐马尔科夫树模型的图像分割

Keywords: 图像分割,小波变换,隐马尔科夫树模型(HMT),多尺度融合,EM算法

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Abstract:

A segmentation algorithm based on wavelet domain hidden Markov tree model was improved.The pixel level segmentation result can not be obtained because of choosing wavelet coefficients as training feature directly in traditional methods.At the same time,traditional methods ignore the feature of labeling maps at different scales by using one single context to all scales in fusion phase.Hence,this study dealt with the initial parameters set problem and chose better feature for training.In this way,the fine pix...

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