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Author:

Zhang, Xiang (Zhang, Xiang.) | Zhang, Xinfeng (Zhang, Xinfeng.) | Wang, Bo Chao (Wang, Bo Chao.) | Hu, Guangqin (Hu, Guangqin.)

Indexed by:

CPCI-S

Abstract:

In the paper, we present a method for evaluating the quality of tongue images in Traditional Chinese Medicine (TCM). First, we preprocess the original images to segment the tongue images. Second, geometric features, texture features and spectral entropy features and spatial entropy features based on Spatial-Spectral Entropy-based Quality (SSEQ) index of tongue images are extracted respectively to form 17 dimensional feature vector for the tongue image quality assessment. Finally, Support vector machine (SVM) model is used to classify the samples. The experimental result shows that our method has a better effect on the tongue image quality assessment for the objectification of tongue diagnosis.

Keyword:

quality assessment tongue image TCM SVM feature extraction

Author Community:

  • [ 1 ] [Zhang, Xiang]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China
  • [ 2 ] [Zhang, Xinfeng]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China
  • [ 3 ] [Wang, Bo Chao]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China
  • [ 4 ] [Hu, Guangqin]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China
  • [ 5 ] [Zhang, Xiang]Minist Educ, Engn Res Ctr Digital Commun, Beijing 100124, Peoples R China
  • [ 6 ] [Zhang, Xinfeng]Minist Educ, Engn Res Ctr Digital Commun, Beijing 100124, Peoples R China
  • [ 7 ] [Wang, Bo Chao]Minist Educ, Engn Res Ctr Digital Commun, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Zhang, Xiang]Beijing Univ Technol, Coll Elect & Control Engn, Beijing, Peoples R China;;[Zhang, Xiang]Minist Educ, Engn Res Ctr Digital Commun, Beijing 100124, Peoples R China

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Source :

2016 9TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2016)

Year: 2016

Page: 640-644

Language: English

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Affiliated Colleges:

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