medicallmage retrieval method based on multi feature hierarchical fusion

Clicks: 205
ID: 236845
2017
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Abstract
In order to solve the problem of medical equipment image retrieval,an image retrieval method based on multi feature layer fusion is proposed. Process:This method using color moments to calculate the characteristics of color image,the LBP Operator is used to calculate the texture features of the image,using Fourier descriptors calculated image of the characters,the stratified weighted fusion method of the characteristics of three types of fusion within a similarity measure,and ultimately the formation of retrieval based on. Results and conclusions:According to the experimental study of the endoscopic image and CT image,the experimental results confirm the validity of the proposed method. With continuous improvement of the precision requirements of the proposed method in precision ratio was significantly higher than that of two single feature retrieval method for medical image retrieval.
Reference Key
qang2017journalmedicallmage Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors ;SHAH Qang;SUN Xiao-ming
Journal journal of economic and financial sciences
Year 2017
DOI
10.15938/j.jhust.2017.02.025
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