Texture Feature Extraction Using MGRLBP Method for Medical Image Classification

2014 ◽  
pp. 747-753 ◽  
Author(s):  
Suganya Ramamoorthy ◽  
R. Kirubakaran ◽  
Rajaram Siva Subramanian
Keyword(s):  
Feature Extraction ◽  
Image Classification ◽  
Medical Image ◽  
Texture Feature ◽  
Texture Feature Extraction ◽  
Medical Image Classification

Review on Texture Feature Extraction and Description Methods in Content-Based Medical Image Retrieval

2011 ◽  
pp. 44-67 ◽  
Author(s):  
Gang Zhang ◽  
Z. M. Ma ◽  
Li Yan
Keyword(s):  
Feature Extraction ◽  
Image Retrieval ◽  
Medical Image ◽  
Texture Feature ◽  
Texture Features ◽  
Gabor Wavelet ◽  
Texture Feature Extraction ◽  
Medical Image Retrieval ◽  
Image Retrieval System ◽  
Occurrence Matrix

Texture feature extraction and description is one of the important research contents in content-based medical image retrieval. The chapter first proposes a framework of content-based medical image retrieval system. It then analyzes the important texture feature extraction and description methods further, such as the co-occurrence matrix, perceptual texture features, Gabor wavelet, and so forth. Moreover, the chapter analyzes the improved methods for these methods and demonstrates their application in content-based medical image retrieval.

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