Retinal Vessel Extraction Using Gabor Filters and Support Vector Machines

2008 ◽  
pp. 356-363 ◽  
Author(s):  
Alireza Osareh ◽  
Bita Shadgar
Keyword(s):  
Support Vector Machines ◽  
Retinal Vessel ◽  
Gabor Filters ◽  
Support Vector ◽  
Vector Machines ◽  
Vessel Extraction

A SVM Based Automated Detection of Uterine Fibroids Using Gabor and Wavelet Features

2012 ◽  
Vol 1 (1) ◽  
pp. 77-85
Author(s):  
N. Sriraam ◽  
D. Nithyashri ◽  
L. Vinodashri ◽  
P. Manoj Niranjan
Keyword(s):  
Support Vector Machines ◽  
Clinical Diagnosis ◽  
Classification Accuracy ◽  
Wavelet Packet ◽  
Uterine Fibroids ◽  
Gabor Filters ◽  
Automated Detection ◽  
Support Vector ◽  
Vector Machines ◽  
Wavelet Features

This paper suggests an automated detection procedure for identification of ultrasonic imaging based uterine fibroids using Gabor filters and wavelet features with support vector machines as classifier. A classification accuracy of 100% is achieved for 86 test images using wavelet packet features, which indicates the potential suitability of the proposed scheme for clinical diagnosis.

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