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Multiresolution segmentation approach for tree image based on hidden Markov tree model
基于小波域隐马模型的树木类图像分割算法*

Keywords: image segmentation,wavelets,HMM,tree image
图像分割
,小波,隐马模型,树木图像,小波域,隐马模型,树木,图像分割算法,hidden,Markov,tree,model,based,tree,image,approach,segmentation,实验效果,图像纹理,马尔可夫树模型,结合,优良特性,形态小波,算法利用,问题,建筑物,背景,生长状态

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Abstract:

The extraction from plant image was difficult. Varying image characteristics caused by differing levels of foliation and fluctuating lighting conditions. This paper proposed a new segmentation approach, based on morphological wavelets and the hidden Markov tree model (HMM). The wavelet transform is suited to images containing singularities, the HMM provides a good tool for distinguishing between different textures.

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