Image Classifier Using Modified Binary Support Vector Machines Structures and 2-D Gabor Filters

2018 ◽  
Author(s):  
Leonel Rosas-Arias ◽  
Jesus D. Rojas-Cid ◽  
Daniel B. Roman-Ocampo ◽  
Jose A. Lopez-Tello
Keyword(s):  
Support Vector Machines ◽  
Gabor Filters ◽  
Support Vector ◽  
Vector Machines

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.

Sign in / Sign up

Export Citation Format

Share Document